diff --git a/Cargo.lock b/Cargo.lock
index 535748314..e91be8604 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -156,9 +156,9 @@ checksum = "90c6333e01ba7235575b6ab53e5af10f1c327927fd97c36462917e289557ea64"
 
 [[package]]
 name = "anyhow"
-version = "1.0.101"
+version = "1.0.102"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f0e0fee31ef5ed1ba1316088939cea399010ed7731dba877ed44aeb407a75ea"
+checksum = "7f202df86484c868dbad7eaa557ef785d5c66295e41b460ef922eca0723b842c"
 
 [[package]]
 name = "approx"
@@ -198,9 +198,9 @@ dependencies = [
 
 [[package]]
 name = "arc-swap"
-version = "1.8.1"
+version = "1.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ded5f9a03ac8f24d1b8a25101ee812cd32cdc8c50a4c50237de2c4915850e73"
+checksum = "f9f3647c145568cec02c42054e07bdf9a5a698e15b466fb2341bfc393cd24aa5"
 dependencies = [
  "rustversion",
 ]
@@ -219,7 +219,7 @@ checksum = "0ae92a5119aa49cdbcf6b9f893fe4e1d98b04ccbf82ee0584ad948a44a734dea"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -582,6 +582,7 @@ version = "0.4.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "06575e6a9673580f52661c92107baabffbf41e2141373441cbcdc47cb733003c"
 dependencies = [
+ "brotli 7.0.0",
  "bzip2 0.5.2",
  "flate2",
  "futures-core",
@@ -595,9 +596,9 @@ dependencies = [
 
 [[package]]
 name = "async-executor"
-version = "1.13.3"
+version = "1.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "497c00e0fd83a72a79a39fcbd8e3e2f055d6f6c7e025f3b3d91f4f8e76527fb8"
+checksum = "c96bf972d85afc50bf5ab8fe2d54d1586b4e0b46c97c50a0c9e71e2f7bcd812a"
 dependencies = [
  "async-task",
  "concurrent-queue",
@@ -661,11 +662,11 @@ dependencies = [
  "Inflector",
  "async-graphql-parser",
  "darling 0.23.0",
- "proc-macro-crate 3.4.0",
+ "proc-macro-crate 3.5.0",
  "proc-macro2",
  "quote",
  "strum 0.27.2",
- "syn 2.0.114",
+ "syn 2.0.117",
  "thiserror 2.0.18",
 ]
 
@@ -706,7 +707,7 @@ dependencies = [
  "futures-lite",
  "parking",
  "polling",
- "rustix 1.1.3",
+ "rustix 1.1.4",
  "slab",
  "windows-sys 0.61.2",
 ]
@@ -746,7 +747,7 @@ dependencies = [
  "cfg-if",
  "event-listener 5.4.1",
  "futures-lite",
- "rustix 1.1.3",
+ "rustix 1.1.4",
 ]
 
 [[package]]
@@ -757,7 +758,7 @@ checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -772,7 +773,7 @@ dependencies = [
  "cfg-if",
  "futures-core",
  "futures-io",
- "rustix 1.1.3",
+ "rustix 1.1.4",
  "signal-hook-registry",
  "slab",
  "windows-sys 0.61.2",
@@ -825,7 +826,7 @@ checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -842,7 +843,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -987,9 +988,9 @@ dependencies = [
 
 [[package]]
 name = "aws-lc-rs"
-version = "1.15.4"
+version = "1.16.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b7b6141e96a8c160799cc2d5adecd5cbbe5054cb8c7c4af53da0f83bb7ad256"
+checksum = "94bffc006df10ac2a68c83692d734a465f8ee6c5b384d8545a636f81d858f4bf"
 dependencies = [
  "aws-lc-sys",
  "untrusted 0.7.1",
@@ -998,9 +999,9 @@ dependencies = [
 
 [[package]]
 name = "aws-lc-sys"
-version = "0.37.0"
+version = "0.38.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c34dda4df7017c8db52132f0f8a2e0f8161649d15723ed63fc00c82d0f2081a"
+checksum = "4321e568ed89bb5a7d291a7f37997c2c0df89809d7b6d12062c81ddb54aa782e"
 dependencies = [
  "cc",
  "cmake",
@@ -1197,7 +1198,7 @@ dependencies = [
  "hyper-util",
  "pin-project-lite",
  "rustls 0.21.12",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-native-certs 0.8.3",
  "rustls-pki-types",
  "tokio",
@@ -1359,6 +1360,8 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8b52af3cb4058c895d37317bb27508dccc8e5f2d39454016b297bf4a400597b8"
 dependencies = [
  "axum-core 0.5.6",
+ "axum-macros",
+ "base64 0.22.1",
  "bytes",
  "form_urlencoded",
  "futures-util",
@@ -1377,8 +1380,10 @@ dependencies = [
  "serde_json",
  "serde_path_to_error",
  "serde_urlencoded",
+ "sha1",
  "sync_wrapper",
  "tokio",
+ "tokio-tungstenite 0.28.0",
  "tower 0.5.3",
  "tower-layer",
  "tower-service",
@@ -1424,6 +1429,17 @@ dependencies = [
  "tracing",
 ]
 
+[[package]]
+name = "axum-macros"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "604fde5e028fea851ce1d8570bbdc034bec850d157f7569d10f347d06808c05c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "backoff"
 version = "0.4.0"
@@ -1541,9 +1557,9 @@ checksum = "1e4b40c7323adcfc0a41c4b88143ed58346ff65a288fc144329c5c45e05d70c6"
 
 [[package]]
 name = "bitflags"
-version = "2.10.0"
+version = "2.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "812e12b5285cc515a9c72a5c1d3b6d46a19dac5acfef5265968c166106e31dd3"
+checksum = "843867be96c8daad0d758b57df9392b6d8d271134fce549de6ce169ff98a92af"
 dependencies = [
  "serde_core",
 ]
@@ -1669,7 +1685,7 @@ dependencies = [
  "num",
  "pin-project-lite",
  "rand 0.9.2",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-native-certs 0.8.3",
  "rustls-pki-types",
  "serde",
@@ -1681,7 +1697,7 @@ dependencies = [
  "tokio",
  "tokio-stream",
  "tokio-util",
- "tonic 0.14.3",
+ "tonic 0.14.5",
  "tower-service",
  "url",
  "winapi",
@@ -1695,7 +1711,7 @@ checksum = "85a885520bf6249ab931a764ffdb87b0ceef48e6e7d807cfdb21b751e086e1ad"
 dependencies = [
  "prost 0.14.3",
  "prost-types 0.14.3",
- "tonic 0.14.3",
+ "tonic 0.14.5",
  "tonic-prost",
  "ureq 3.2.0",
 ]
@@ -1718,9 +1734,9 @@ dependencies = [
 
 [[package]]
 name = "bon"
-version = "3.8.2"
+version = "3.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "234655ec178edd82b891e262ea7cf71f6584bcd09eff94db786be23f1821825c"
+checksum = "2d13a61f2963b88eef9c1be03df65d42f6996dfeac1054870d950fcf66686f83"
 dependencies = [
  "bon-macros",
  "rustversion",
@@ -1728,9 +1744,9 @@ dependencies = [
 
 [[package]]
 name = "bon-macros"
-version = "3.8.2"
+version = "3.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89ec27229c38ed0eb3c0feee3d2c1d6a4379ae44f418a29a658890e062d8f365"
+checksum = "d314cc62af2b6b0c65780555abb4d02a03dd3b799cd42419044f0c38d99738c0"
 dependencies = [
  "darling 0.23.0",
  "ident_case",
@@ -1738,7 +1754,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1758,10 +1774,21 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0686c856aa6aac0c4498f936d7d6a02df690f614c03e4d906d1018062b5c5e2c"
 dependencies = [
  "once_cell",
- "proc-macro-crate 3.4.0",
+ "proc-macro-crate 3.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
+]
+
+[[package]]
+name = "brotli"
+version = "7.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cc97b8f16f944bba54f0433f07e30be199b6dc2bd25937444bbad560bcea29bd"
+dependencies = [
+ "alloc-no-stdlib",
+ "alloc-stdlib",
+ "brotli-decompressor 4.0.3",
 ]
 
 [[package]]
@@ -1772,7 +1799,17 @@ checksum = "4bd8b9603c7aa97359dbd97ecf258968c95f3adddd6db2f7e7a5bef101c84560"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
- "brotli-decompressor",
+ "brotli-decompressor 5.0.0",
+]
+
+[[package]]
+name = "brotli-decompressor"
+version = "4.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a334ef7c9e23abf0ce748e8cd309037da93e606ad52eb372e4ce327a0dcfbdfd"
+dependencies = [
+ "alloc-no-stdlib",
+ "alloc-stdlib",
 ]
 
 [[package]]
@@ -1826,9 +1863,9 @@ checksum = "f4ad8f11f288f48ca24471bbd51ac257aaeaaa07adae295591266b792902ae64"
 
 [[package]]
 name = "bumpalo"
-version = "3.19.1"
+version = "3.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5dd9dc738b7a8311c7ade152424974d8115f2cdad61e8dab8dac9f2362298510"
+checksum = "5d20789868f4b01b2f2caec9f5c4e0213b41e3e5702a50157d699ae31ced2fcb"
 
 [[package]]
 name = "bytecheck"
@@ -1836,8 +1873,20 @@ version = "0.6.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "23cdc57ce23ac53c931e88a43d06d070a6fd142f2617be5855eb75efc9beb1c2"
 dependencies = [
- "bytecheck_derive",
- "ptr_meta",
+ "bytecheck_derive 0.6.12",
+ "ptr_meta 0.1.4",
+ "simdutf8",
+]
+
+[[package]]
+name = "bytecheck"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0caa33a2c0edca0419d15ac723dff03f1956f7978329b1e3b5fdaaaed9d3ca8b"
+dependencies = [
+ "bytecheck_derive 0.8.2",
+ "ptr_meta 0.3.1",
+ "rancor",
  "simdutf8",
 ]
 
@@ -1852,6 +1901,17 @@ dependencies = [
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "bytecheck_derive"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89385e82b5d1821d2219e0b095efa2cc1f246cbf99080f3be46a1a85c0d392d9"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "bytecount"
 version = "0.6.9"
@@ -1974,9 +2034,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.55"
+version = "1.2.56"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "47b26a0954ae34af09b50f0de26458fa95369a0d478d8236d3f93082b219bd29"
+checksum = "aebf35691d1bfb0ac386a69bac2fde4dd276fb618cf8bf4f5318fe285e821bb2"
 dependencies = [
  "find-msvc-tools",
  "jobserver",
@@ -2371,6 +2431,19 @@ version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "790eea4361631c5e7d22598ecd5723ff611904e3344ce8720784c93e3d83d40b"
 
+[[package]]
+name = "crossbeam"
+version = "0.8.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1137cd7e7fc0fb5d3c5a8678be38ec56e819125d8d7907411fe24ccb943faca8"
+dependencies = [
+ "crossbeam-channel",
+ "crossbeam-deque",
+ "crossbeam-epoch",
+ "crossbeam-queue",
+ "crossbeam-utils",
+]
+
 [[package]]
 name = "crossbeam-channel"
 version = "0.5.15"
@@ -2450,7 +2523,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "13b588ba4ac1a99f7f2964d24b3d896ddc6bf847ee3855dbd4366f058cfcd331"
 dependencies = [
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2515,7 +2588,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim 0.11.1",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2529,7 +2602,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim 0.11.1",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2542,7 +2615,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim 0.11.1",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2553,7 +2626,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core 0.20.11",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2564,7 +2637,7 @@ checksum = "d38308df82d1080de0afee5d069fa14b0326a88c14f15c5ccda35b4a6c414c81"
 dependencies = [
  "darling_core 0.21.3",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2575,7 +2648,7 @@ checksum = "ac3984ec7bd6cfa798e62b4a642426a5be0e68f9401cfc2a01e3fa9ea2fcdb8d"
 dependencies = [
  "darling_core 0.23.0",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3079,7 +3152,7 @@ checksum = "ec6f637bce95efac05cdfb9b6c19579ed4aa5f6b94d951cfa5bb054b7bb4f730"
 dependencies = [
  "datafusion-expr",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3324,7 +3397,7 @@ dependencies = [
  "deluxe-macros",
  "once_cell",
  "proc-macro2",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3337,7 +3410,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim 0.10.0",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3352,7 +3425,7 @@ dependencies = [
  "proc-macro-crate 1.3.1",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3374,9 +3447,9 @@ checksum = "9c9e6a11ca8224451684bc0d7d5a7adbf8f2fd6887261a1cfc3c0432f9d4068e"
 
 [[package]]
 name = "deranged"
-version = "0.5.6"
+version = "0.5.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc3dc5ad92c2e2d1c193bbbbdf2ea477cb81331de4f3103f267ca18368b988c4"
+checksum = "7cd812cc2bc1d69d4764bd80df88b4317eaef9e773c75226407d9bc0876b211c"
 dependencies = [
  "powerfmt",
  "serde_core",
@@ -3390,7 +3463,7 @@ checksum = "d65d7ce8132b7c0e54497a4d9a55a1c2a0912a0d786cf894472ba818fba45762"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3401,7 +3474,7 @@ checksum = "ef941ded77d15ca19b40374869ac6000af1c9f2a4c0f3d4c70926287e6364a8f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3412,7 +3485,7 @@ checksum = "1e567bd82dcff979e4b03460c307b3cdc9e96fde3d73bed1496d2bc75d9dd62a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3433,7 +3506,7 @@ dependencies = [
  "darling 0.20.11",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3443,7 +3516,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c"
 dependencies = [
  "derive_builder_core",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3465,7 +3538,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustc_version",
- "syn 2.0.114",
+ "syn 2.0.117",
  "unicode-xid",
 ]
 
@@ -3564,7 +3637,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3706,7 +3779,7 @@ dependencies = [
  "heck 0.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3739,7 +3812,7 @@ checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3913,6 +3986,18 @@ version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
 
+[[package]]
+name = "faststr"
+version = "0.2.34"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ca7d44d22004409a61c393afb3369c8f7bb74abcae49fe249ee01dcc3002113"
+dependencies = [
+ "bytes",
+ "rkyv 0.8.15",
+ "serde",
+ "simdutf8",
+]
+
 [[package]]
 name = "fax"
 version = "0.2.6"
@@ -3930,7 +4015,7 @@ checksum = "a0aca10fb742cb43f9e7bb8467c91aa9bcb8e3ffbc6a6f7389bb93ffc920577d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -4003,6 +4088,15 @@ dependencies = [
  "zlib-rs",
 ]
 
+[[package]]
+name = "float-cmp"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "98de4bbd547a563b716d8dfa9aad1cb19bfab00f4fa09a6a4ed21dbcf44ce9c4"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "float_next_after"
 version = "1.0.0"
@@ -4109,9 +4203,9 @@ dependencies = [
 
 [[package]]
 name = "futures"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65bc07b1a8bc7c85c5f2e110c476c7389b4554ba72af57d8445ea63a576b0876"
+checksum = "8b147ee9d1f6d097cef9ce628cd2ee62288d963e16fb287bd9286455b241382d"
 dependencies = [
  "futures-channel",
  "futures-core",
@@ -4124,9 +4218,9 @@ dependencies = [
 
 [[package]]
 name = "futures-channel"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2dff15bf788c671c1934e366d07e30c1814a8ef514e1af724a602e8a2fbe1b10"
+checksum = "07bbe89c50d7a535e539b8c17bc0b49bdb77747034daa8087407d655f3f7cc1d"
 dependencies = [
  "futures-core",
  "futures-sink",
@@ -4134,15 +4228,15 @@ dependencies = [
 
 [[package]]
 name = "futures-core"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e"
+checksum = "7e3450815272ef58cec6d564423f6e755e25379b217b0bc688e295ba24df6b1d"
 
 [[package]]
 name = "futures-executor"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e28d1d997f585e54aebc3f97d39e72338912123a67330d723fdbb564d646c9f"
+checksum = "baf29c38818342a3b26b5b923639e7b1f4a61fc5e76102d4b1981c6dc7a7579d"
 dependencies = [
  "futures-core",
  "futures-task",
@@ -4162,9 +4256,9 @@ dependencies = [
 
 [[package]]
 name = "futures-io"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e5c1b78ca4aae1ac06c48a526a655760685149f0d465d21f37abfe57ce075c6"
+checksum = "cecba35d7ad927e23624b22ad55235f2239cfa44fd10428eecbeba6d6a717718"
 
 [[package]]
 name = "futures-lite"
@@ -4181,26 +4275,26 @@ dependencies = [
 
 [[package]]
 name = "futures-macro"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
+checksum = "e835b70203e41293343137df5c0664546da5745f82ec9b84d40be8336958447b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
 name = "futures-sink"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e575fab7d1e0dcb8d0c7bcf9a63ee213816ab51902e6d244a95819acacf1d4f7"
+checksum = "c39754e157331b013978ec91992bde1ac089843443c49cbc7f46150b0fad0893"
 
 [[package]]
 name = "futures-task"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988"
+checksum = "037711b3d59c33004d3856fbdc83b99d4ff37a24768fa1be9ce3538a1cde4393"
 
 [[package]]
 name = "futures-timer"
@@ -4214,9 +4308,9 @@ dependencies = [
 
 [[package]]
 name = "futures-util"
-version = "0.3.31"
+version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81"
+checksum = "389ca41296e6190b48053de0321d02a77f32f8a5d2461dd38762c0593805c6d6"
 dependencies = [
  "futures-channel",
  "futures-core",
@@ -4226,7 +4320,6 @@ dependencies = [
  "futures-task",
  "memchr",
  "pin-project-lite",
- "pin-utils",
  "slab",
 ]
 
@@ -4409,9 +4502,9 @@ dependencies = [
 
 [[package]]
 name = "geographiclib-rs"
-version = "0.2.6"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc8f647bd562db28a15e0dce4a77d89e3a78f6f85943e782418ebdbb420ea3c4"
+checksum = "c5a7f08910fd98737a6eda7568e7c5e645093e073328eeef49758cfe8b0489c7"
 dependencies = [
  "libm",
 ]
@@ -4448,20 +4541,20 @@ dependencies = [
  "cfg-if",
  "js-sys",
  "libc",
- "r-efi",
+ "r-efi 5.3.0",
  "wasip2",
  "wasm-bindgen",
 ]
 
 [[package]]
 name = "getrandom"
-version = "0.4.1"
+version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "139ef39800118c7683f2fd3c98c1b23c09ae076556b435f8e9064ae108aaeeec"
+checksum = "0de51e6874e94e7bf76d726fc5d13ba782deca734ff60d5bb2fb2607c7406555"
 dependencies = [
  "cfg-if",
  "libc",
- "r-efi",
+ "r-efi 6.0.0",
  "rand_core 0.10.0",
  "wasip2",
  "wasip3",
@@ -4533,9 +4626,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-aiplatform-v1"
-version = "1.6.0"
+version = "1.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8284c51a8f1f8cd0905303d3ccfab8484f0d42a79b5c1da4a3a3be08285176a1"
+checksum = "ec31f835bc3cce6e67a36f80fc09885d85f6fcdea1c794db321b548b8a18ca71"
 dependencies = [
  "async-trait",
  "bytes",
@@ -4550,7 +4643,6 @@ dependencies = [
  "google-cloud-type",
  "google-cloud-wkt",
  "lazy_static",
- "reqwest 0.13.2",
  "serde",
  "serde_json",
  "serde_with",
@@ -4559,9 +4651,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-api"
-version = "1.2.0"
+version = "1.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d899d2ca24e2f017dfe803f2b79cdf1479a3661789753e5c9de86f569e2c126b"
+checksum = "5f90898c75e98534a2d1f4fe161551d00beb01b0d198df11836e0970dc896b11"
 dependencies = [
  "bytes",
  "google-cloud-wkt",
@@ -4572,9 +4664,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-auth"
-version = "1.5.0"
+version = "1.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e806615abbb009b47212a12d1ea0aa15aa3f07a3202f82d2067e3a78a4cbe5a7"
+checksum = "36ad774d41426ab205eeec577540f209a5485c366814dd5c89a7e3018fe84e7c"
 dependencies = [
  "async-trait",
  "aws-lc-rs",
@@ -4585,7 +4677,7 @@ dependencies = [
  "jsonwebtoken 10.3.0",
  "reqwest 0.13.2",
  "rustc_version",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-pki-types",
  "serde",
  "serde_json",
@@ -4596,9 +4688,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-gax"
-version = "1.6.0"
+version = "1.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81f4d3c28009c5f7ea624468e280d4edc447e48cc5bde9f29d7a389295fb49bc"
+checksum = "2973715fe664ecb0d883926c8b5f66cb9d52a44add1d0be1cad1907d832bf0af"
 dependencies = [
  "base64 0.22.1",
  "bytes",
@@ -4607,7 +4699,7 @@ dependencies = [
  "google-cloud-wkt",
  "http 1.4.0",
  "pin-project",
- "rand 0.9.2",
+ "rand 0.10.0",
  "serde",
  "serde_json",
  "thiserror 2.0.18",
@@ -4616,9 +4708,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-gax-internal"
-version = "0.7.8"
+version = "0.7.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b3243e16dfc4cf73e3bf3d4813e910d4b1f2ded87900b0bce78dd75c95cdaadf"
+checksum = "598e5ffec2c1c9b43e83847b2badc0f128a03e541b75f1ecd8acf0a2605c40cf"
 dependencies = [
  "bytes",
  "futures",
@@ -4641,9 +4733,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-iam-v1"
-version = "1.4.0"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4887dd50f1e7510e9c91b9581313827120f903c489426e15231f367ee191030c"
+checksum = "b41025359d1f52c24966c24d5ecb7f91198ded13c9cbf57c2d2e735dae93c814"
 dependencies = [
  "async-trait",
  "bytes",
@@ -4652,7 +4744,6 @@ dependencies = [
  "google-cloud-type",
  "google-cloud-wkt",
  "lazy_static",
- "reqwest 0.13.2",
  "serde",
  "serde_json",
  "serde_with",
@@ -4661,9 +4752,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-location"
-version = "1.4.0"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd024c8eb53d94e45f0f032499f6de17e07d72d75759149b6d023d1eeda7a1ec"
+checksum = "86c138736ce3dc6b2cf0eacf34d47c39364194ede3c02eb0f7786889b2ba024c"
 dependencies = [
  "async-trait",
  "bytes",
@@ -4671,7 +4762,6 @@ dependencies = [
  "google-cloud-gax-internal",
  "google-cloud-wkt",
  "lazy_static",
- "reqwest 0.13.2",
  "serde",
  "serde_json",
  "serde_with",
@@ -4680,9 +4770,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-longrunning"
-version = "1.5.0"
+version = "1.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd5ac41700cf35600752386270a744345d550b843b5356feaa75064e97ceb94a"
+checksum = "daafe6c2859976ca51571db6c7bbf96bdce0122e81e6854a6c62554c4f63bae8"
 dependencies = [
  "async-trait",
  "bytes",
@@ -4691,7 +4781,6 @@ dependencies = [
  "google-cloud-rpc",
  "google-cloud-wkt",
  "lazy_static",
- "reqwest 0.13.2",
  "serde",
  "serde_json",
  "serde_with",
@@ -4700,9 +4789,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-lro"
-version = "1.3.0"
+version = "1.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a52a26fb12ea9b67eab358dbb8dc5e22aac666cab947a10d15699ff95f203b87"
+checksum = "7ef3969c85cf6b163c655f7ddcdee5bb5c3241f680ab648951239ef9cd4ffb0f"
 dependencies = [
  "google-cloud-gax",
  "google-cloud-longrunning",
@@ -4740,9 +4829,9 @@ dependencies = [
 
 [[package]]
 name = "google-cloud-wkt"
-version = "1.2.0"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c6f270e404be7ce76a3260abe0c3c71492ab2599ccd877f3253f3dd552f48cc9"
+checksum = "a0ade65b0e4fa9cb4b6f147c8e726803bff453e3190910a53cbd3b0c019f5c2a"
 dependencies = [
  "base64 0.22.1",
  "bytes",
@@ -4804,6 +4893,16 @@ dependencies = [
  "zerocopy",
 ]
 
+[[package]]
+name = "halfbrown"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8588661a8607108a5ca69cab034063441a0413a0b041c13618a7dd348021ef6f"
+dependencies = [
+ "hashbrown 0.14.5",
+ "serde",
+]
+
 [[package]]
 name = "hash32"
 version = "0.1.1"
@@ -4859,6 +4958,7 @@ dependencies = [
  "allocator-api2",
  "equivalent",
  "foldhash",
+ "serde",
 ]
 
 [[package]]
@@ -4885,6 +4985,16 @@ dependencies = [
  "hashbrown 0.15.5",
 ]
 
+[[package]]
+name = "hdrhistogram"
+version = "7.5.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "765c9198f173dd59ce26ff9f95ef0aafd0a0fe01fb9d72841bc5066a4c06511d"
+dependencies = [
+ "byteorder",
+ "num-traits",
+]
+
 [[package]]
 name = "heapless"
 version = "0.6.1"
@@ -4941,7 +5051,7 @@ dependencies = [
  "dirs 5.0.1",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5137,6 +5247,12 @@ dependencies = [
  "pin-project-lite",
 ]
 
+[[package]]
+name = "http-range-header"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9171a2ea8a68358193d15dd5d70c1c10a2afc3e7e4c5bc92bc9f025cebd7359c"
+
 [[package]]
 name = "httparse"
 version = "1.10.1"
@@ -5269,7 +5385,7 @@ dependencies = [
  "http 1.4.0",
  "hyper 1.8.1",
  "hyper-util",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-native-certs 0.8.3",
  "rustls-pki-types",
  "tokio",
@@ -5327,6 +5443,7 @@ dependencies = [
  "socket2 0.6.2",
  "system-configuration",
  "tokio",
+ "tower-layer",
  "tower-service",
  "tracing",
  "windows-registry",
@@ -5411,7 +5528,7 @@ dependencies = [
  "js-sys",
  "log",
  "wasm-bindgen",
- "windows-core",
+ "windows-core 0.62.2",
 ]
 
 [[package]]
@@ -5677,7 +5794,7 @@ checksum = "c34819042dc3d3971c46c2190835914dfbe0c3c13f61449b2997f4e9722dfa60"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5694,9 +5811,9 @@ dependencies = [
 
 [[package]]
 name = "ipnet"
-version = "2.11.0"
+version = "2.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130"
+checksum = "d98f6fed1fde3f8c21bc40a1abb88dd75e67924f9cffc3ef95607bad8017f8e2"
 
 [[package]]
 name = "iri-string"
@@ -5752,9 +5869,9 @@ checksum = "92ecc6618181def0457392ccd0ee51198e065e016d1d527a7ac1b6dc7c1f09d2"
 
 [[package]]
 name = "jiff"
-version = "0.2.19"
+version = "0.2.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d89a5b5e10d5a9ad6e5d1f4bd58225f655d6fe9767575a5e8ac5a6fe64e04495"
+checksum = "1a3546dc96b6d42c5f24902af9e2538e82e39ad350b0c766eb3fbf2d8f3d8359"
 dependencies = [
  "jiff-static",
  "jiff-tzdb-platform",
@@ -5767,20 +5884,20 @@ dependencies = [
 
 [[package]]
 name = "jiff-static"
-version = "0.2.19"
+version = "0.2.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff7a39c8862fc1369215ccf0a8f12dd4598c7f6484704359f0351bd617034dbf"
+checksum = "2a8c8b344124222efd714b73bb41f8b5120b27a7cc1c75593a6ff768d9d05aa4"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
 name = "jiff-tzdb"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68971ebff725b9e2ca27a601c5eb38a4c5d64422c4cbab0c535f248087eda5c2"
+checksum = "c900ef84826f1338a557697dc8fc601df9ca9af4ac137c7fb61d4c6f2dfd3076"
 
 [[package]]
 name = "jiff-tzdb-platform"
@@ -5825,9 +5942,9 @@ dependencies = [
 
 [[package]]
 name = "js-sys"
-version = "0.3.85"
+version = "0.3.91"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c942ebf8e95485ca0d52d97da7c5a2c387d0e7f0ba4c35e93bfcaee045955b3"
+checksum = "b49715b7073f385ba4bc528e5747d02e66cb39c6146efb66b781f131f0fb399c"
 dependencies = [
  "once_cell",
  "wasm-bindgen",
@@ -6584,9 +6701,9 @@ checksum = "2c4a545a15244c7d945065b5d392b2d2d7f21526fba56ce51467b06ed445e8f7"
 
 [[package]]
 name = "libc"
-version = "0.2.181"
+version = "0.2.182"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "459427e2af2b9c839b132acb702a1c654d95e10f8c326bfc2ad11310e458b1c5"
+checksum = "6800badb6cb2082ffd7b6a67e6125bb39f18782f793520caee8cb8846be06112"
 
 [[package]]
 name = "libfuzzer-sys"
@@ -6606,13 +6723,14 @@ checksum = "b6d2cec3eae94f9f509c767b45932f1ada8350c4bdb85af2fcab4a3c14807981"
 
 [[package]]
 name = "libredox"
-version = "0.1.12"
+version = "0.1.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3d0b95e02c851351f877147b7deea7b1afb1df71b63aa5f8270716e0c5720616"
+checksum = "1744e39d1d6a9948f4f388969627434e31128196de472883b39f148769bfe30a"
 dependencies = [
  "bitflags",
  "libc",
- "redox_syscall 0.7.0",
+ "plain",
+ "redox_syscall 0.7.3",
 ]
 
 [[package]]
@@ -6646,9 +6764,9 @@ checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.11.0"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df1d3c3b53da64cf5760482273a98e575c651a67eec7f77df96b5b642de8f039"
+checksum = "32a66949e030da00e8c7d4434b251670a91556f4144941d37452769c25d58a53"
 
 [[package]]
 name = "litemap"
@@ -6795,7 +6913,7 @@ dependencies = [
  "macro_magic_core",
  "macro_magic_macros",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6809,7 +6927,7 @@ dependencies = [
  "macro_magic_core_macros",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6820,7 +6938,7 @@ checksum = "b02abfe41815b5bd98dbd4260173db2c116dda171dc0fe7838cb206333b83308"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6831,7 +6949,7 @@ checksum = "73ea28ee64b88876bf45277ed9a5817c1817df061a74f2b988971a12570e5869"
 dependencies = [
  "macro_magic_core",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6875,7 +6993,7 @@ checksum = "ac84fd3f360fcc43dc5f5d186f02a94192761a080e8bc58621ad4d12296a58cf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6949,9 +7067,9 @@ checksum = "f8ca58f447f06ed17d5fc4043ce1b10dd205e060fb3ce5b979b8ed8e59ff3f79"
 
 [[package]]
 name = "memmap2"
-version = "0.9.9"
+version = "0.9.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "744133e4a0e0a658e1374cf3bf8e415c4052a15a111acd372764c55b4177d490"
+checksum = "714098028fe011992e1c3962653c96b2d578c4b4bce9036e15ff220319b1e0e3"
 dependencies = [
  "libc",
 ]
@@ -6976,7 +7094,7 @@ checksum = "49e7bc1560b95a3c4a25d03de42fe76ca718ab92d1a22a55b9b4cf67b3ae635c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7045,9 +7163,9 @@ checksum = "dce6dd36094cac388f119d2e9dc82dc730ef91c32a6222170d630e5414b956e6"
 
 [[package]]
 name = "moka"
-version = "0.12.13"
+version = "0.12.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b4ac832c50ced444ef6be0767a008b02c106a909ba79d1d830501e94b96f6b7e"
+checksum = "85f8024e1c8e71c778968af91d43700ce1d11b219d127d79fb2934153b82b42b"
 dependencies = [
  "async-lock",
  "crossbeam-channel",
@@ -7107,7 +7225,7 @@ dependencies = [
  "percent-encoding",
  "rand 0.9.2",
  "rustc_version_runtime",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustversion",
  "serde",
  "serde_bytes",
@@ -7136,7 +7254,7 @@ dependencies = [
  "macro_magic",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7158,7 +7276,7 @@ checksum = "e4db6d5580af57bf992f59068d4ea26fd518574ff48d7639b255a36f9de6e7e9"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7194,6 +7312,26 @@ version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1d87ecb2933e8aeadb3e3a02b828fed80a7528047e68b4f424523a0981a3a084"
 
+[[package]]
+name = "munge"
+version = "0.4.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e17401f259eba956ca16491461b6e8f72913a0a114e39736ce404410f915a0c"
+dependencies = [
+ "munge_macro",
+]
+
+[[package]]
+name = "munge_macro"
+version = "0.4.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4568f25ccbd45ab5d5603dc34318c1ec56b117531781260002151b8530a9f931"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "murmurhash32"
 version = "0.3.1"
@@ -7211,17 +7349,17 @@ dependencies = [
 
 [[package]]
 name = "native-tls"
-version = "0.2.14"
+version = "0.2.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "87de3442987e9dbec73158d5c715e7ad9072fda936bb03d19d7fa10e00520f0e"
+checksum = "465500e14ea162429d264d44189adc38b199b62b1c21eea9f69e4b73cb03bbf2"
 dependencies = [
  "libc",
  "log",
  "openssl",
- "openssl-probe 0.1.6",
+ "openssl-probe 0.2.1",
  "openssl-sys",
  "schannel",
- "security-framework 2.11.1",
+ "security-framework 3.7.0",
  "security-framework-sys",
  "tempfile",
 ]
@@ -7305,7 +7443,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "53a0d57c55d2d1dc62a2b1d16a0a1079eb78d67c36bdf468d582ab4482ec7002"
 dependencies = [
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7449,7 +7587,7 @@ checksum = "ed3955f1a9c7c0c15e092f9c887db08b1fc683305fdf6eb6684f22555355e202"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7519,10 +7657,10 @@ version = "0.7.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ff32365de1b6743cb203b710788263c44a03de03802daf96092f2da4fe6ba4d7"
 dependencies = [
- "proc-macro-crate 3.4.0",
+ "proc-macro-crate 3.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7625,7 +7763,7 @@ checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7839,7 +7977,7 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "base64 0.22.1",
- "brotli",
+ "brotli 8.0.2",
  "bytes",
  "chrono",
  "flate2",
@@ -7883,7 +8021,7 @@ dependencies = [
  "regex",
  "regex-syntax",
  "structmeta",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8101,7 +8239,7 @@ dependencies = [
  "phf_shared 0.11.3",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
  "unicase",
 ]
 
@@ -8132,29 +8270,29 @@ checksum = "5be167a7af36ee22fe3115051bc51f6e6c7054c9348e28deb4f49bd6f705a315"
 
 [[package]]
 name = "pin-project"
-version = "1.1.10"
+version = "1.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "677f1add503faace112b9f1373e43e9e054bfdd22ff1a63c1bc485eaec6a6a8a"
+checksum = "f1749c7ed4bcaf4c3d0a3efc28538844fb29bcdd7d2b67b2be7e20ba861ff517"
 dependencies = [
  "pin-project-internal",
 ]
 
 [[package]]
 name = "pin-project-internal"
-version = "1.1.10"
+version = "1.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e918e4ff8c4549eb882f14b3a4bc8c8bc93de829416eacf579f1207a8fbf861"
+checksum = "d9b20ed30f105399776b9c883e68e536ef602a16ae6f596d2c473591d6ad64c6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
 name = "pin-project-lite"
-version = "0.2.16"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
+checksum = "a89322df9ebe1c1578d689c92318e070967d1042b512afbe49518723f4e6d5cd"
 
 [[package]]
 name = "pin-utils"
@@ -8164,9 +8302,9 @@ checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 
 [[package]]
 name = "piper"
-version = "0.2.4"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96c8c490f422ef9a4efd2cb5b42b76c8613d7e7dfc1caf667b8a3350a5acc066"
+checksum = "c835479a4443ded371d6c535cbfd8d31ad92c5d23ae9770a61bc155e4992a3c1"
 dependencies = [
  "atomic-waker",
  "fastrand",
@@ -8200,11 +8338,17 @@ version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7edddbd0b52d732b21ad9a5fab5c704c14cd949e5e9a1ec5929a24fded1b904c"
 
+[[package]]
+name = "plain"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b4596b6d070b27117e987119b4dac604f3c58cfb0b191112e24771b2faeac1a6"
+
 [[package]]
 name = "png"
-version = "0.18.0"
+version = "0.18.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97baced388464909d42d89643fe4361939af9b7ce7a31ee32a168f832a70f2a0"
+checksum = "60769b8b31b2a9f263dae2776c37b1b28ae246943cf719eb6946a1db05128a61"
 dependencies = [
  "bitflags",
  "crc32fast",
@@ -8223,7 +8367,7 @@ dependencies = [
  "concurrent-queue",
  "hermit-abi",
  "pin-project-lite",
- "rustix 1.1.3",
+ "rustix 1.1.4",
  "windows-sys 0.61.2",
 ]
 
@@ -8274,9 +8418,9 @@ checksum = "925383efa346730478fb4838dbe9137d2a47675ad789c546d150a6e1dd4ab31c"
 
 [[package]]
 name = "predicates"
-version = "3.1.3"
+version = "3.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5d19ee57562043d37e82899fade9a22ebab7be9cef5026b07fda9cdd4293573"
+checksum = "ada8f2932f28a27ee7b70dd6c1c39ea0675c55a36879ab92f3a715eaa1e63cfe"
 dependencies = [
  "anstyle",
  "difflib",
@@ -8285,15 +8429,15 @@ dependencies = [
 
 [[package]]
 name = "predicates-core"
-version = "1.0.9"
+version = "1.0.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "727e462b119fe9c93fd0eb1429a5f7647394014cf3c04ab2c0350eeb09095ffa"
+checksum = "cad38746f3166b4031b1a0d39ad9f954dd291e7854fcc0eed52ee41a0b50d144"
 
 [[package]]
 name = "predicates-tree"
-version = "1.0.12"
+version = "1.0.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72dd2d6d381dfb73a193c7fca536518d7caee39fc8503f74e7dc0be0531b425c"
+checksum = "d0de1b847b39c8131db0467e9df1ff60e6d0562ab8e9a16e568ad0fdb372e2f2"
 dependencies = [
  "predicates-core",
  "termtree",
@@ -8306,7 +8450,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
 dependencies = [
  "proc-macro2",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8321,11 +8465,11 @@ dependencies = [
 
 [[package]]
 name = "proc-macro-crate"
-version = "3.4.0"
+version = "3.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "219cb19e96be00ab2e37d6e299658a0cfa83e52429179969b0f0121b4ac46983"
+checksum = "e67ba7e9b2b56446f1d419b1d807906278ffa1a658a8a5d8a39dcb1f5a78614f"
 dependencies = [
- "toml_edit 0.23.10+spec-1.0.0",
+ "toml_edit 0.25.4+spec-1.1.0",
 ]
 
 [[package]]
@@ -8353,7 +8497,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "52717f9a02b6965224f95ca2a81e2e0c5c43baacd28ca057577988930b6c3d5b"
 dependencies = [
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8382,7 +8526,7 @@ version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "be769465445e8c1474e9c5dac2018218498557af32d9ed057325ec9a41ae81bf"
 dependencies = [
- "heck 0.4.1",
+ "heck 0.5.0",
  "itertools 0.14.0",
  "log",
  "multimap",
@@ -8392,7 +8536,7 @@ dependencies = [
  "prost 0.13.5",
  "prost-types 0.13.5",
  "regex",
- "syn 2.0.114",
+ "syn 2.0.117",
  "tempfile",
 ]
 
@@ -8406,7 +8550,7 @@ dependencies = [
  "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8419,7 +8563,7 @@ dependencies = [
  "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8526,7 +8670,16 @@ version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0738ccf7ea06b608c10564b31debd4f5bc5e197fc8bfe088f68ae5ce81e7a4f1"
 dependencies = [
- "ptr_meta_derive",
+ "ptr_meta_derive 0.1.4",
+]
+
+[[package]]
+name = "ptr_meta"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b9a0cf95a1196af61d4f1cbdab967179516d9a4a4312af1f31948f8f6224a79"
+dependencies = [
+ "ptr_meta_derive 0.3.1",
 ]
 
 [[package]]
@@ -8540,6 +8693,17 @@ dependencies = [
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "ptr_meta_derive"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7347867d0a7e1208d93b46767be83e2b8f978c3dad35f775ac8d8847551d6fe1"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "pulldown-cmark"
 version = "0.9.6"
@@ -8553,18 +8717,15 @@ dependencies = [
 
 [[package]]
 name = "pxfm"
-version = "0.1.27"
+version = "0.1.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7186d3822593aa4393561d186d1393b3923e9d6163d3fbfd6e825e3e6cf3e6a8"
-dependencies = [
- "num-traits",
-]
+checksum = "b5a041e753da8b807c9255f28de81879c78c876392ff2469cde94799b2896b9d"
 
 [[package]]
 name = "qdrant-client"
-version = "1.16.0"
+version = "1.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a76499f3e8385dae785d65a0216e0dfa8fadaddd18038adf04f438631683b26a"
+checksum = "f5d0a9b168ecf8f30a3eb7e8f4766e3050701242ffbe99838b58e6c4251e7211"
 dependencies = [
  "anyhow",
  "derive_builder",
@@ -8640,7 +8801,7 @@ dependencies = [
  "quinn-proto",
  "quinn-udp",
  "rustc-hash",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "socket2 0.6.2",
  "thiserror 2.0.18",
  "tokio",
@@ -8661,7 +8822,7 @@ dependencies = [
  "rand 0.9.2",
  "ring",
  "rustc-hash",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-pki-types",
  "slab",
  "thiserror 2.0.18",
@@ -8686,9 +8847,9 @@ dependencies = [
 
 [[package]]
 name = "quote"
-version = "1.0.44"
+version = "1.0.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "21b2ebcf727b7760c461f091f9f0f539b77b8e87f2fd88131e7f1b433b3cece4"
+checksum = "41f2619966050689382d2b44f664f4bc593e129785a36d6ee376ddf37259b924"
 dependencies = [
  "proc-macro2",
 ]
@@ -8699,6 +8860,12 @@ version = "5.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
 
+[[package]]
+name = "r-efi"
+version = "6.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f8dcc9c7d52a811697d2151c701e0d08956f92b0e24136cf4cf27b57a6a0d9bf"
+
 [[package]]
 name = "radium"
 version = "0.7.0"
@@ -8716,6 +8883,15 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "rancor"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a063ea72381527c2a0561da9c80000ef822bdd7c3241b1cc1b12100e3df081ee"
+dependencies = [
+ "ptr_meta 0.3.1",
+]
+
 [[package]]
 name = "rand"
 version = "0.8.5"
@@ -8744,7 +8920,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bc266eb313df6c5c09c1c7b1fbe2510961e5bcd3add930c1e31f7ed9da0feff8"
 dependencies = [
  "chacha20",
- "getrandom 0.4.1",
+ "getrandom 0.4.2",
  "rand_core 0.10.0",
 ]
 
@@ -8837,7 +9013,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e47a395bdb55442b883c89062d6bcff25dc90fa5f8369af81e0ac6d49d78cf81"
 dependencies = [
  "ahash 0.8.12",
- "brotli",
+ "brotli 8.0.2",
  "paste",
  "rand 0.9.2",
  "unicase",
@@ -8959,14 +9135,14 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b"
 dependencies = [
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
 name = "redis"
-version = "1.0.3"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e969d1d702793536d5fda739a82b88ad7cbe7d04f8386ee8cd16ad3eff4854a5"
+checksum = "dbe7f6e08ce1c6a9b21684e643926f6fc3b683bc006cb89afd72a5e0eb16e3a2"
 dependencies = [
  "arcstr",
  "bytes",
@@ -8999,9 +9175,9 @@ dependencies = [
 
 [[package]]
 name = "redox_syscall"
-version = "0.7.0"
+version = "0.7.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49f3fe0889e69e2ae9e41f4d6c4c0181701d00e4697b356fb1f74173a5e0ee27"
+checksum = "6ce70a74e890531977d37e532c34d45e9055d2409ed08ddba14529471ed0be16"
 dependencies = [
  "bitflags",
 ]
@@ -9045,7 +9221,7 @@ checksum = "b7186006dcb21920990093f30e3dea63b7d6e977bf1256be20c3563a5db070da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -9079,9 +9255,9 @@ checksum = "cab834c73d247e67f4fae452806d17d3c7501756d98c8808d7c9c7aa7d18f973"
 
 [[package]]
 name = "regex-syntax"
-version = "0.8.9"
+version = "0.8.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a96887878f22d7bad8a3b6dc5b7440e0ada9a245242924394987b21cf2210a4c"
+checksum = "dc897dd8d9e8bd1ed8cdad82b5966c3e0ecae09fb1907d58efaa013543185d0a"
 
 [[package]]
 name = "rend"
@@ -9089,7 +9265,16 @@ version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "71fe3824f5629716b1589be05dacd749f6aa084c87e00e016714a8cdfccc997c"
 dependencies = [
- "bytecheck",
+ "bytecheck 0.6.12",
+]
+
+[[package]]
+name = "rend"
+version = "0.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cadadef317c2f20755a64d7fdc48f9e7178ee6b0e1f7fce33fa60f1d68a276e6"
+dependencies = [
+ "bytecheck 0.8.2",
 ]
 
 [[package]]
@@ -9120,7 +9305,7 @@ dependencies = [
  "percent-encoding",
  "pin-project-lite",
  "quinn",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-native-certs 0.8.3",
  "rustls-pki-types",
  "serde",
@@ -9169,7 +9354,7 @@ dependencies = [
  "percent-encoding",
  "pin-project-lite",
  "quinn",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-pki-types",
  "rustls-platform-verifier",
  "serde",
@@ -9279,7 +9464,7 @@ checksum = "5f0ec466e5d8dca9965eb6871879677bef5590cf7525ad96cae14376efb75073"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -9290,14 +9475,14 @@ checksum = "d3415e1bc838c36f9a0a2ac60c0fa0851c72297685e66592c44870d82834dfa2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
 name = "rgb"
-version = "0.8.52"
+version = "0.8.53"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c6a884d2998352bb4daf0183589aec883f16a6da1f4dde84d8e2e9a5409a1ce"
+checksum = "47b34b781b31e5d73e9fbc8689c70551fd1ade9a19e3e28cfec8580a79290cc4"
 
 [[package]]
 name = "rig-bedrock"
@@ -9371,6 +9556,11 @@ dependencies = [
  "tracing-futures",
  "tracing-opentelemetry",
  "tracing-subscriber",
+ "turbomcp",
+ "turbomcp-client",
+ "turbomcp-protocol",
+ "turbomcp-server",
+ "turbomcp-transport",
  "url",
  "wasm-bindgen-futures",
 ]
@@ -9387,7 +9577,7 @@ dependencies = [
  "rig-core",
  "serde",
  "serde_json",
- "syn 2.0.114",
+ "syn 2.0.117",
  "tokio",
  "tracing-subscriber",
 ]
@@ -9663,17 +9853,38 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2297bf9c81a3f0dc96bc9521370b88f054168c29826a75e89c55ff196e7ed6a1"
 dependencies = [
  "bitvec",
- "bytecheck",
+ "bytecheck 0.6.12",
  "bytes",
  "hashbrown 0.12.3",
- "ptr_meta",
- "rend",
- "rkyv_derive",
+ "ptr_meta 0.1.4",
+ "rend 0.4.2",
+ "rkyv_derive 0.7.46",
  "seahash",
  "tinyvec",
  "uuid",
 ]
 
+[[package]]
+name = "rkyv"
+version = "0.8.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a30e631b7f4a03dee9056b8ef6982e8ba371dd5bedb74d3ec86df4499132c70"
+dependencies = [
+ "bytecheck 0.8.2",
+ "bytes",
+ "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
+ "indexmap 2.13.0",
+ "munge",
+ "ptr_meta 0.3.1",
+ "rancor",
+ "rend 0.5.3",
+ "rkyv_derive 0.8.15",
+ "smallvec",
+ "tinyvec",
+ "uuid",
+]
+
 [[package]]
 name = "rkyv_derive"
 version = "0.7.46"
@@ -9685,6 +9896,17 @@ dependencies = [
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "rkyv_derive"
+version = "0.8.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8100bb34c0a1d0f907143db3149e6b4eea3c33b9ee8b189720168e818303986f"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "rmcp"
 version = "0.16.0"
@@ -9727,7 +9949,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "serde_json",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -9891,7 +10113,7 @@ dependencies = [
  "bytes",
  "num-traits",
  "rand 0.8.5",
- "rkyv",
+ "rkyv 0.7.46",
  "serde",
  "serde_json",
 ]
@@ -9945,14 +10167,14 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "1.1.3"
+version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "146c9e247ccc180c1f61615433868c99f3de3ae256a30a43b49f67c2d9171f34"
+checksum = "b6fe4565b9518b83ef4f91bb47ce29620ca828bd32cb7e408f0062e9930ba190"
 dependencies = [
  "bitflags",
  "errno",
  "libc",
- "linux-raw-sys 0.11.0",
+ "linux-raw-sys 0.12.1",
  "windows-sys 0.61.2",
 ]
 
@@ -9984,9 +10206,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.36"
+version = "0.23.37"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c665f33d38cea657d9614f766881e4d510e0eda4239891eea56b4cadcf01801b"
+checksum = "758025cb5fccfd3bc2fd74708fd4682be41d99e5dff73c377c0646c6012c73a4"
 dependencies = [
  "aws-lc-rs",
  "log",
@@ -10020,7 +10242,7 @@ dependencies = [
  "openssl-probe 0.2.1",
  "rustls-pki-types",
  "schannel",
- "security-framework 3.5.1",
+ "security-framework 3.7.0",
 ]
 
 [[package]]
@@ -10053,11 +10275,11 @@ dependencies = [
  "jni",
  "log",
  "once_cell",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-native-certs 0.8.3",
  "rustls-platform-verifier-android",
  "rustls-webpki 0.103.9",
- "security-framework 3.5.1",
+ "security-framework 3.7.0",
  "security-framework-sys",
  "webpki-root-certs",
  "windows-sys 0.61.2",
@@ -10165,6 +10387,7 @@ dependencies = [
  "schemars_derive",
  "serde",
  "serde_json",
+ "uuid",
 ]
 
 [[package]]
@@ -10176,7 +10399,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "serde_derive_internals",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -10267,7 +10490,7 @@ dependencies = [
  "darling 0.20.11",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -10301,9 +10524,9 @@ dependencies = [
 
 [[package]]
 name = "security-framework"
-version = "3.5.1"
+version = "3.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b3297343eaf830f66ede390ea39da1d462b6b0c1b000f420d0a83f898bbbe6ef"
+checksum = "b7f4bc775c73d9a02cde8bf7b2ec4c9d12743edf609006c7facc23998404cd1d"
 dependencies = [
  "bitflags",
  "core-foundation 0.10.1",
@@ -10314,9 +10537,9 @@ dependencies = [
 
 [[package]]
 name = "security-framework-sys"
-version = "2.15.0"
+version = "2.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc1f0cbffaac4852523ce30d8bd3c5cdc873501d96ff467ca09b6767bb8cd5c0"
+checksum = "6ce2691df843ecc5d231c0b14ece2acc3efb62c0a398c7e1d875f3983ce020e3"
 dependencies = [
  "core-foundation-sys",
  "libc",
@@ -10405,7 +10628,7 @@ checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -10416,7 +10639,7 @@ checksum = "18d26a20a969b9e3fdf2fc2d9f21eda6c40e2de84c9408bb5d3b05d499aae711"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -10462,7 +10685,7 @@ checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -10479,9 +10702,9 @@ dependencies = [
 
 [[package]]
 name = "serde_with"
-version = "3.16.1"
+version = "3.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fa237f2807440d238e0364a218270b98f767a00d3dada77b1c53ae88940e2e7"
+checksum = "381b283ce7bc6b476d903296fb59d0d36633652b633b27f64db4fb46dcbfc3b9"
 dependencies = [
  "base64 0.22.1",
  "chrono",
@@ -10498,14 +10721,14 @@ dependencies = [
 
 [[package]]
 name = "serde_with_macros"
-version = "3.16.1"
+version = "3.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52a8e3ca0ca629121f70ab50f95249e5a6f925cc0f6ffe8256c45b728875706c"
+checksum = "a6d4e30573c8cb306ed6ab1dca8423eec9a463ea0e155f45399455e0368b27e0"
 dependencies = [
  "darling 0.21.3",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -10584,9 +10807,9 @@ dependencies = [
 
 [[package]]
 name = "shellexpand"
-version = "3.1.1"
+version = "3.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b1fdf65dd6331831494dd616b30351c38e96e45921a27745cf98490458b90bb"
+checksum = "32824fab5e16e6c4d86dc1ba84489390419a39f97699852b66480bb87d297ed8"
 dependencies = [
  "dirs 6.0.0",
 ]
@@ -10624,12 +10847,28 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e320a6c5ad31d271ad523dcf3ad13e2767ad8b1cb8f047f75a8aeaf8da139da2"
 
 [[package]]
-name = "simd_helpers"
-version = "0.1.0"
+name = "simd-json"
+version = "0.13.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95890f873bec569a0362c235787f3aca6e1e887302ba4840839bcc6459c42da6"
+checksum = "a0228a564470f81724e30996bbc2b171713b37b15254a6440c7e2d5449b95691"
 dependencies = [
- "quote",
+ "getrandom 0.2.17",
+ "halfbrown",
+ "lexical-core",
+ "ref-cast",
+ "serde",
+ "serde_json",
+ "simdutf8",
+ "value-trait",
+]
+
+[[package]]
+name = "simd_helpers"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "95890f873bec569a0362c235787f3aca6e1e887302ba4840839bcc6459c42da6"
+dependencies = [
+ "quote",
 ]
 
 [[package]]
@@ -10646,9 +10885,9 @@ checksum = "bbbb5d9659141646ae647b42fe094daf6c6192d1620870b449d9557f748b2daa"
 
 [[package]]
 name = "simple_asn1"
-version = "0.6.3"
+version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "297f631f50729c8c99b84667867963997ec0b50f32b2a7dbcab828ef0541e8bb"
+checksum = "0d585997b0ac10be3c5ee635f1bab02d512760d14b7c468801ac8a01d9ae5f1d"
 dependencies = [
  "num-bigint",
  "num-traits",
@@ -10679,9 +10918,9 @@ dependencies = [
 
 [[package]]
 name = "sketches-ddsketch"
-version = "0.3.0"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1e9a774a6c28142ac54bb25d25562e6bcf957493a184f15ad4eebccb23e410a"
+checksum = "0c6f73aeb92d671e0cc4dca167e59b2deb6387c375391bc99ee743f326994a2b"
 dependencies = [
  "serde",
 ]
@@ -10731,10 +10970,10 @@ version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c1c97747dbf44bb1ca44a561ece23508e99cb592e862f22222dcf42f51d1e451"
 dependencies = [
- "heck 0.4.1",
+ "heck 0.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -10774,6 +11013,45 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "sonic-number"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5661364b38abad49cf1ade6631fcc35d2ccf882a7d68616b4228b7717feb5fba"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "sonic-rs"
+version = "0.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e16b39f36452a4fa6f14a481b02e9ba5c6842c6a44d0545da967eca122f2eed9"
+dependencies = [
+ "ahash 0.8.12",
+ "bumpalo",
+ "bytes",
+ "cfg-if",
+ "faststr",
+ "itoa",
+ "ref-cast",
+ "serde",
+ "simdutf8",
+ "sonic-number",
+ "sonic-simd",
+ "thiserror 2.0.18",
+ "zmij",
+]
+
+[[package]]
+name = "sonic-simd"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e9f944718c33623919878cf74b4c9361eb3024f635733922b26722b14cd3f8cc"
+dependencies = [
+ "cfg-if",
+]
+
 [[package]]
 name = "spade"
 version = "2.15.0"
@@ -10845,7 +11123,7 @@ checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -10906,7 +11184,7 @@ dependencies = [
  "quote",
  "sqlx-core",
  "sqlx-macros-core",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -10929,7 +11207,7 @@ dependencies = [
  "sqlx-mysql",
  "sqlx-postgres",
  "sqlx-sqlite",
- "syn 2.0.114",
+ "syn 2.0.117",
  "tokio",
  "url",
 ]
@@ -11165,7 +11443,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "structmeta-derive",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -11176,7 +11454,7 @@ checksum = "152a0b65a590ff6c3da95cabe2353ee04e6167c896b28e3b14478c2636c922fc"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -11207,7 +11485,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -11219,7 +11497,7 @@ dependencies = [
  "heck 0.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -11230,9 +11508,9 @@ checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
 [[package]]
 name = "surrealdb"
-version = "2.6.0"
+version = "2.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62b7720b39ce2985efbfa10858b7397ffd95655a9bab6d9dfaa03622bbdc3bc2"
+checksum = "b15697afb724b2ee5432b6be91e23dad09c4376ac53b25beecafba02d7998f31"
 dependencies = [
  "arrayvec",
  "async-channel 2.5.0",
@@ -11250,7 +11528,7 @@ dependencies = [
  "revision 0.11.0",
  "ring",
  "rust_decimal",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-pki-types",
  "semver",
  "serde",
@@ -11272,9 +11550,9 @@ dependencies = [
 
 [[package]]
 name = "surrealdb-core"
-version = "2.6.0"
+version = "2.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c48e42c81713be2f9b3dae64328999eafe8b8060dd584059445a908748b39787"
+checksum = "a825cd689bd35cadcb4edfb668da7315df34033d0ccb0f2be47d17e230035709"
 dependencies = [
  "addr",
  "affinitypool",
@@ -11312,7 +11590,6 @@ dependencies = [
  "lexicmp",
  "linfa-linalg",
  "md-5",
- "nanoid",
  "ndarray 0.15.6",
  "ndarray-stats",
  "num-traits",
@@ -11395,9 +11672,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.114"
+version = "2.0.117"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d4d107df263a3013ef9b1879b0df87d706ff80f65a86ea879bd9c31f9b307c2a"
+checksum = "e665b8803e7b1d2a727f4023456bbbbe74da67099c585258af0ad9c5013b9b99"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -11421,7 +11698,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -11636,14 +11913,14 @@ dependencies = [
 
 [[package]]
 name = "tempfile"
-version = "3.25.0"
+version = "3.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0136791f7c95b1f6dd99f9cc786b91bb81c3800b639b3478e561ddb7be95e5f1"
+checksum = "82a72c767771b47409d2345987fda8628641887d5466101319899796367354a0"
 dependencies = [
  "fastrand",
- "getrandom 0.4.1",
+ "getrandom 0.4.2",
  "once_cell",
- "rustix 1.1.3",
+ "rustix 1.1.4",
  "windows-sys 0.61.2",
 ]
 
@@ -11753,7 +12030,7 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -11764,7 +12041,7 @@ checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -11816,7 +12093,7 @@ version = "0.3.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "743bd48c283afc0388f9b8827b976905fb217ad9e647fae3a379a9283c4def2c"
 dependencies = [
- "deranged 0.5.6",
+ "deranged 0.5.8",
  "itoa",
  "num-conv",
  "powerfmt",
@@ -11910,9 +12187,9 @@ dependencies = [
 
 [[package]]
 name = "tokio"
-version = "1.49.0"
+version = "1.50.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72a2903cd7736441aac9df9d7688bd0ce48edccaadf181c3b90be801e81d3d86"
+checksum = "27ad5e34374e03cfffefc301becb44e9dc3c17584f414349ebe29ed26661822d"
 dependencies = [
  "bytes",
  "libc",
@@ -11927,13 +12204,13 @@ dependencies = [
 
 [[package]]
 name = "tokio-macros"
-version = "2.6.0"
+version = "2.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
+checksum = "5c55a2eff8b69ce66c84f85e1da1c233edc36ceb85a2058d11b0d6a3c7e7569c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -11984,7 +12261,7 @@ version = "0.26.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1729aa945f29d91ba541258c8df89027d5792d85a8841fb65e8bf0f4ede4ef61"
 dependencies = [
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "tokio",
 ]
 
@@ -12034,7 +12311,7 @@ checksum = "c6989540ced10490aaf14e6bad2e3d33728a2813310a0c71d1574304c49631cd"
 dependencies = [
  "futures-util",
  "log",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-pki-types",
  "tokio",
  "tokio-rustls 0.26.4",
@@ -12042,6 +12319,22 @@ dependencies = [
  "webpki-roots 0.26.11",
 ]
 
+[[package]]
+name = "tokio-tungstenite"
+version = "0.28.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d25a406cddcc431a75d3d9afc6a7c0f7428d4891dd973e4d54c56b46127bf857"
+dependencies = [
+ "futures-util",
+ "log",
+ "rustls 0.23.37",
+ "rustls-native-certs 0.8.3",
+ "rustls-pki-types",
+ "tokio",
+ "tokio-rustls 0.26.4",
+ "tungstenite 0.28.0",
+]
+
 [[package]]
 name = "tokio-util"
 version = "0.7.18"
@@ -12052,7 +12345,10 @@ dependencies = [
  "futures-core",
  "futures-io",
  "futures-sink",
+ "futures-util",
+ "hashbrown 0.15.5",
  "pin-project-lite",
+ "slab",
  "tokio",
 ]
 
@@ -12064,9 +12360,9 @@ checksum = "22cddaf88f4fbc13c51aebbf5f8eceb5c7c5a9da2ac40a13519eb5b0a0e8f11c"
 
 [[package]]
 name = "toml_datetime"
-version = "0.7.5+spec-1.1.0"
+version = "1.0.0+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "92e1cfed4a3038bc5a127e35a2d360f145e1f4b971b551a2ba5fd7aedf7e1347"
+checksum = "32c2555c699578a4f59f0cc68e5116c8d7cabbd45e1409b989d4be085b53f13e"
 dependencies = [
  "serde_core",
 ]
@@ -12084,23 +12380,23 @@ dependencies = [
 
 [[package]]
 name = "toml_edit"
-version = "0.23.10+spec-1.0.0"
+version = "0.25.4+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "84c8b9f757e028cee9fa244aea147aab2a9ec09d5325a9b01e0a49730c2b5269"
+checksum = "7193cbd0ce53dc966037f54351dbbcf0d5a642c7f0038c382ef9e677ce8c13f2"
 dependencies = [
  "indexmap 2.13.0",
- "toml_datetime 0.7.5+spec-1.1.0",
+ "toml_datetime 1.0.0+spec-1.1.0",
  "toml_parser",
- "winnow 0.7.14",
+ "winnow 0.7.15",
 ]
 
 [[package]]
 name = "toml_parser"
-version = "1.0.7+spec-1.1.0"
+version = "1.0.9+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "247eaa3197818b831697600aadf81514e577e0cba5eab10f7e064e78ae154df1"
+checksum = "702d4415e08923e7e1ef96cd5727c0dfed80b4d2fa25db9647fe5eb6f7c5a4c4"
 dependencies = [
- "winnow 0.7.14",
+ "winnow 0.7.15",
 ]
 
 [[package]]
@@ -12162,9 +12458,9 @@ dependencies = [
 
 [[package]]
 name = "tonic"
-version = "0.14.3"
+version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a286e33f82f8a1ee2df63f4fa35c0becf4a85a0cb03091a15fd7bf0b402dc94a"
+checksum = "fec7c61a0695dc1887c1b53952990f3ad2e3a31453e1f49f10e75424943a93ec"
 dependencies = [
  "async-trait",
  "axum 0.8.8",
@@ -12200,18 +12496,18 @@ dependencies = [
  "prost-build",
  "prost-types 0.13.5",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
 name = "tonic-prost"
-version = "0.14.3"
+version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d6c55a2d6a14174563de34409c9f92ff981d006f56da9c6ecd40d9d4a31500b0"
+checksum = "a55376a0bbaa4975a3f10d009ad763d8f4108f067c7c2e74f3001fb49778d309"
 dependencies = [
  "bytes",
  "prost 0.14.3",
- "tonic 0.14.3",
+ "tonic 0.14.5",
 ]
 
 [[package]]
@@ -12242,6 +12538,7 @@ checksum = "ebe5ef63511595f1344e2d5cfa636d973292adc0eec1f0ad45fae9f0851ab1d4"
 dependencies = [
  "futures-core",
  "futures-util",
+ "hdrhistogram",
  "indexmap 2.13.0",
  "pin-project-lite",
  "slab",
@@ -12260,6 +12557,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d4e6559d53cc268e5031cd8429d05415bc4cb4aefc4aa5d6cc35fbf5b924a1f8"
 dependencies = [
  "async-compression",
+ "base64 0.22.1",
  "bitflags",
  "bytes",
  "futures-core",
@@ -12267,13 +12565,20 @@ dependencies = [
  "http 1.4.0",
  "http-body 1.0.1",
  "http-body-util",
+ "http-range-header",
+ "httpdate",
  "iri-string",
+ "mime",
+ "mime_guess",
+ "percent-encoding",
  "pin-project-lite",
  "tokio",
  "tokio-util",
  "tower 0.5.3",
  "tower-layer",
  "tower-service",
+ "tracing",
+ "uuid",
 ]
 
 [[package]]
@@ -12308,7 +12613,7 @@ checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -12437,7 +12742,7 @@ dependencies = [
  "httparse",
  "log",
  "rand 0.8.5",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-pki-types",
  "sha1",
  "thiserror 1.0.69",
@@ -12445,6 +12750,296 @@ dependencies = [
  "utf-8",
 ]
 
+[[package]]
+name = "tungstenite"
+version = "0.28.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8628dcc84e5a09eb3d8423d6cb682965dea9133204e8fb3efee74c2a0c259442"
+dependencies = [
+ "bytes",
+ "data-encoding",
+ "http 1.4.0",
+ "httparse",
+ "log",
+ "rand 0.9.2",
+ "rustls 0.23.37",
+ "rustls-pki-types",
+ "sha1",
+ "thiserror 2.0.18",
+ "utf-8",
+]
+
+[[package]]
+name = "turbomcp"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "72b639e02c04c8bea85f3c0e94c9d824bfe22e4d56de1d53d3fbb3a4d78704c8"
+dependencies = [
+ "axum 0.8.8",
+ "schemars 1.2.1",
+ "serde",
+ "serde_json",
+ "tokio",
+ "tower 0.5.3",
+ "tracing",
+ "turbomcp-core",
+ "turbomcp-macros",
+ "turbomcp-protocol",
+ "turbomcp-server",
+ "turbomcp-transport",
+ "turbomcp-types",
+ "uuid",
+]
+
+[[package]]
+name = "turbomcp-client"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "27a373d794ef27a64cbb16f27215eead6db78a6d07b6759de55d3715a818fc25"
+dependencies = [
+ "chrono",
+ "futures",
+ "futures-util",
+ "parking_lot",
+ "reqwest 0.13.2",
+ "serde",
+ "serde_json",
+ "thiserror 2.0.18",
+ "tokio",
+ "tower 0.5.3",
+ "tower-layer",
+ "tower-service",
+ "tracing",
+ "turbomcp-protocol",
+ "turbomcp-transport",
+ "uuid",
+]
+
+[[package]]
+name = "turbomcp-core"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "65c063aaa881276d093f38fcceea0f77827ec2472b08df58c5b6c79e39ce43a2"
+dependencies = [
+ "base64 0.22.1",
+ "chrono",
+ "compact_str",
+ "hashbrown 0.15.5",
+ "rkyv 0.8.15",
+ "serde",
+ "serde_json",
+ "smallvec",
+ "turbomcp-types",
+ "uuid",
+]
+
+[[package]]
+name = "turbomcp-http"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0383267ccfed935896f191b7e3746377dabf58f4c980df19e36c231598a50b65"
+dependencies = [
+ "bytes",
+ "futures",
+ "reqwest 0.13.2",
+ "serde",
+ "serde_json",
+ "tokio",
+ "tracing",
+ "turbomcp-protocol",
+ "turbomcp-transport-traits",
+ "url",
+]
+
+[[package]]
+name = "turbomcp-macros"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4933ccdb1a18ffbd7b4f76fdaf2f654e1d77981900e31249b4bbfce359389e0a"
+dependencies = [
+ "axum 0.8.8",
+ "proc-macro-crate 3.5.0",
+ "proc-macro2",
+ "quote",
+ "schemars 1.2.1",
+ "serde",
+ "serde_json",
+ "syn 2.0.117",
+ "turbomcp-protocol",
+]
+
+[[package]]
+name = "turbomcp-protocol"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a4d3a99536d82545e9c36034f5c9d7a1c0427e4721cbdef69a03074e15d4a4fc"
+dependencies = [
+ "ahash 0.8.12",
+ "arc-swap",
+ "bytes",
+ "chrono",
+ "ciborium",
+ "compact_str",
+ "crossbeam",
+ "dashmap 6.1.0",
+ "flate2",
+ "futures",
+ "parking_lot",
+ "percent-encoding",
+ "pin-project-lite",
+ "rand 0.9.2",
+ "regex",
+ "serde",
+ "serde_json",
+ "simd-json",
+ "simdutf8",
+ "smallvec",
+ "sonic-rs",
+ "thiserror 2.0.18",
+ "tokio",
+ "tokio-util",
+ "tracing",
+ "turbomcp-core",
+ "url",
+ "uuid",
+]
+
+[[package]]
+name = "turbomcp-server"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0d579a0ca9f16af73dc566f4de9cde8877a9e981225a2cd54cba0d4f84669b7c"
+dependencies = [
+ "async-stream",
+ "async-trait",
+ "axum 0.8.8",
+ "bytes",
+ "dashmap 6.1.0",
+ "futures",
+ "http 1.4.0",
+ "parking_lot",
+ "schemars 1.2.1",
+ "serde",
+ "serde_json",
+ "thiserror 2.0.18",
+ "tokio",
+ "tokio-util",
+ "tower 0.5.3",
+ "tower-http",
+ "tracing",
+ "turbomcp-core",
+ "turbomcp-macros",
+ "turbomcp-protocol",
+ "turbomcp-transport",
+ "turbomcp-types",
+ "uuid",
+]
+
+[[package]]
+name = "turbomcp-stdio"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "891f40d7673ff0e673abfc5abdc9535103ed57f243265aeab0738c02b902500c"
+dependencies = [
+ "bytes",
+ "futures",
+ "parking_lot",
+ "serde_json",
+ "tokio",
+ "tokio-util",
+ "tracing",
+ "turbomcp-protocol",
+ "turbomcp-transport-traits",
+ "uuid",
+]
+
+[[package]]
+name = "turbomcp-transport"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b5233024757a74bf896c4e707b9c5a02f61ca778678095627a8226dbc36d1d58"
+dependencies = [
+ "ahash 0.8.12",
+ "anyhow",
+ "arc-swap",
+ "async-stream",
+ "axum 0.8.8",
+ "bytes",
+ "chrono",
+ "dashmap 6.1.0",
+ "fastrand",
+ "futures",
+ "futures-util",
+ "hyper 1.8.1",
+ "hyper-util",
+ "parking_lot",
+ "pin-project-lite",
+ "rand 0.9.2",
+ "serde",
+ "serde_json",
+ "thiserror 2.0.18",
+ "tokio",
+ "tokio-tungstenite 0.28.0",
+ "tokio-util",
+ "tower 0.5.3",
+ "tower-http",
+ "tracing",
+ "turbomcp-http",
+ "turbomcp-protocol",
+ "turbomcp-stdio",
+ "turbomcp-transport-traits",
+ "turbomcp-websocket",
+ "url",
+ "uuid",
+]
+
+[[package]]
+name = "turbomcp-transport-traits"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba02ddb5412c1bd70fa4d86213c29704f7987acdec02b04a075daffeb3da7a39"
+dependencies = [
+ "bytes",
+ "futures",
+ "serde",
+ "serde_json",
+ "thiserror 2.0.18",
+ "tokio",
+ "turbomcp-protocol",
+]
+
+[[package]]
+name = "turbomcp-types"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "24ed5d1c155421b03a832cf9b85f0d1ca7775439e7fdb78776f2dcf5e863672e"
+dependencies = [
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "turbomcp-websocket"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f159c03aec9af6f4548d46a8593ae28ec4787bf0725ab02768156fcd85d99784"
+dependencies = [
+ "bytes",
+ "chrono",
+ "dashmap 6.1.0",
+ "fastrand",
+ "futures",
+ "parking_lot",
+ "serde",
+ "serde_json",
+ "tokio",
+ "tokio-tungstenite 0.28.0",
+ "tracing",
+ "turbomcp-protocol",
+ "turbomcp-transport-traits",
+ "uuid",
+]
+
 [[package]]
 name = "twox-hash"
 version = "2.1.2"
@@ -12471,7 +13066,7 @@ checksum = "0e48cea23f68d1f78eb7bc092881b6bb88d3d6b5b7e6234f6f9c911da1ffb221"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -12512,7 +13107,7 @@ checksum = "536b6812192bda8551cfa0e52524e328c6a951b48e66529ee4522d6c721243d6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -12546,9 +13141,9 @@ checksum = "5c1cb5db39152898a79168971543b1cb5020dff7fe43c8dc468b0885f5e29df5"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.23"
+version = "1.0.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "537dd038a89878be9b64dd4bd1b260315c1bb94f4d784956b81e27a088d9a09e"
+checksum = "e6e4313cd5fcd3dad5cafa179702e2b244f760991f45397d14d4ebf38247da75"
 
 [[package]]
 name = "unicode-linebreak"
@@ -12649,7 +13244,7 @@ dependencies = [
  "log",
  "native-tls",
  "once_cell",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-pki-types",
  "serde",
  "serde_json",
@@ -12667,7 +13262,7 @@ dependencies = [
  "base64 0.22.1",
  "log",
  "percent-encoding",
- "rustls 0.23.36",
+ "rustls 0.23.37",
  "rustls-pki-types",
  "ureq-proto",
  "utf-8",
@@ -12724,11 +13319,11 @@ checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be"
 
 [[package]]
 name = "uuid"
-version = "1.20.0"
+version = "1.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ee48d38b119b0cd71fe4141b30f5ba9c7c5d9f4e7a3a8b4a674e4b6ef789976f"
+checksum = "a68d3c8f01c0cfa54a75291d83601161799e4a89a39e0929f4b0354d88757a37"
 dependencies = [
- "getrandom 0.3.4",
+ "getrandom 0.4.2",
  "js-sys",
  "serde_core",
  "wasm-bindgen",
@@ -12763,6 +13358,18 @@ version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7ba6f5989077681266825251a52748b8c1d8a4ad098cc37e440103d0ea717fc0"
 
+[[package]]
+name = "value-trait"
+version = "0.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dad8db98c1e677797df21ba03fca7d3bf9bec3ca38db930954e4fe6e1ea27eb4"
+dependencies = [
+ "float-cmp",
+ "halfbrown",
+ "itoa",
+ "ryu",
+]
+
 [[package]]
 name = "vart"
 version = "0.8.1"
@@ -12844,9 +13451,9 @@ checksum = "b8dad83b4f25e74f184f64c43b150b91efe7647395b42289f38e50566d82855b"
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.108"
+version = "0.2.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64024a30ec1e37399cf85a7ffefebdb72205ca1c972291c51512360d90bd8566"
+checksum = "6532f9a5c1ece3798cb1c2cfdba640b9b3ba884f5db45973a6f442510a87d38e"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -12857,9 +13464,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.58"
+version = "0.4.64"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70a6e77fd0ae8029c9ea0063f87c46fde723e7d887703d74ad2616d792e51e6f"
+checksum = "e9c5522b3a28661442748e09d40924dfb9ca614b21c00d3fd135720e48b67db8"
 dependencies = [
  "cfg-if",
  "futures-util",
@@ -12871,9 +13478,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.108"
+version = "0.2.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "008b239d9c740232e71bd39e8ef6429d27097518b6b30bdf9086833bd5b6d608"
+checksum = "18a2d50fcf105fb33bb15f00e7a77b772945a2ee45dcf454961fd843e74c18e6"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -12881,22 +13488,22 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.108"
+version = "0.2.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5256bae2d58f54820e6490f9839c49780dff84c65aeab9e772f15d5f0e913a55"
+checksum = "03ce4caeaac547cdf713d280eda22a730824dd11e6b8c3ca9e42247b25c631e3"
 dependencies = [
  "bumpalo",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.108"
+version = "0.2.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f01b580c9ac74c8d8f0c0e4afb04eeef2acf145458e52c03845ee9cd23e3d12"
+checksum = "75a326b8c223ee17883a4251907455a2431acc2791c98c26279376490c378c16"
 dependencies = [
  "unicode-ident",
 ]
@@ -12990,9 +13597,9 @@ dependencies = [
 
 [[package]]
 name = "web-sys"
-version = "0.3.85"
+version = "0.3.91"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "312e32e551d92129218ea9a2452120f4aabc03529ef03e4d0d82fb2780608598"
+checksum = "854ba17bb104abfb26ba36da9729addc7ce7f06f5c0f90f3c391f8461cca21f9"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -13106,7 +13713,7 @@ version = "0.57.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "12342cb4d8e3b046f3d80effd474a7a02447231330ef77d71daa6fbc40681143"
 dependencies = [
- "windows-core",
+ "windows-core 0.57.0",
  "windows-targets 0.52.6",
 ]
 
@@ -13116,12 +13723,25 @@ version = "0.57.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d2ed2439a290666cd67ecce2b0ffaad89c2a56b976b736e6ece670297897832d"
 dependencies = [
- "windows-implement",
- "windows-interface",
+ "windows-implement 0.57.0",
+ "windows-interface 0.57.0",
  "windows-result 0.1.2",
  "windows-targets 0.52.6",
 ]
 
+[[package]]
+name = "windows-core"
+version = "0.62.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b8e83a14d34d0623b51dce9581199302a221863196a1dde71a7663a4c2be9deb"
+dependencies = [
+ "windows-implement 0.60.2",
+ "windows-interface 0.59.3",
+ "windows-link",
+ "windows-result 0.4.1",
+ "windows-strings",
+]
+
 [[package]]
 name = "windows-implement"
 version = "0.57.0"
@@ -13130,7 +13750,18 @@ checksum = "9107ddc059d5b6fbfbffdfa7a7fe3e22a226def0b2608f72e9d552763d3e1ad7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
+]
+
+[[package]]
+name = "windows-implement"
+version = "0.60.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -13141,7 +13772,18 @@ checksum = "29bee4b38ea3cde66011baa44dba677c432a78593e202392d1e9070cf2a7fca7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
+]
+
+[[package]]
+name = "windows-interface"
+version = "0.59.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -13496,9 +14138,9 @@ dependencies = [
 
 [[package]]
 name = "winnow"
-version = "0.7.14"
+version = "0.7.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a5364e9d77fcdeeaa6062ced926ee3381faa2ee02d3eb83a5c27a8825540829"
+checksum = "df79d97927682d2fd8adb29682d1140b343be4ac0f08fd68b7765d9c059d3945"
 dependencies = [
  "memchr",
 ]
@@ -13543,7 +14185,7 @@ dependencies = [
  "heck 0.5.0",
  "indexmap 2.13.0",
  "prettyplease",
- "syn 2.0.114",
+ "syn 2.0.117",
  "wasm-metadata",
  "wit-bindgen-core",
  "wit-component",
@@ -13559,7 +14201,7 @@ dependencies = [
  "prettyplease",
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
  "wit-bindgen-core",
  "wit-bindgen-rust",
 ]
@@ -13667,7 +14309,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32e45ad4206f6d2479085147f02bc2ef834ac85886624a23575ae137c8aa8156"
 dependencies = [
  "libc",
- "rustix 1.1.3",
+ "rustix 1.1.4",
 ]
 
 [[package]]
@@ -13731,28 +14373,28 @@ checksum = "b659052874eb698efe5b9e8cf382204678a0086ebf46982b79d6ca3182927e5d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
  "synstructure",
 ]
 
 [[package]]
 name = "zerocopy"
-version = "0.8.39"
+version = "0.8.40"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "db6d35d663eadb6c932438e763b262fe1a70987f9ae936e60158176d710cae4a"
+checksum = "a789c6e490b576db9f7e6b6d661bcc9799f7c0ac8352f56ea20193b2681532e5"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.39"
+version = "0.8.40"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4122cd3169e94605190e77839c9a40d40ed048d305bfdc146e7df40ab0f3e517"
+checksum = "f65c489a7071a749c849713807783f70672b28094011623e200cb86dcb835953"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -13772,7 +14414,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
  "synstructure",
 ]
 
@@ -13812,7 +14454,7 @@ checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.114",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -13831,15 +14473,15 @@ dependencies = [
 
 [[package]]
 name = "zlib-rs"
-version = "0.6.0"
+version = "0.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a7948af682ccbc3342b6e9420e8c51c1fe5d7bf7756002b4a3c6cabfe96a7e3c"
+checksum = "3be3d40e40a133f9c916ee3f9f4fa2d9d63435b5fbe1bfc6d9dae0aa0ada1513"
 
 [[package]]
 name = "zmij"
-version = "1.0.20"
+version = "1.0.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4de98dfa5d5b7fef4ee834d0073d560c9ca7b6c46a71d058c48db7960f8cfaf7"
+checksum = "b8848ee67ecc8aedbaf3e4122217aff892639231befc6a1b58d29fff4c2cabaa"
 
 [[package]]
 name = "zopfli"
diff --git a/rig/rig-core/Cargo.toml b/rig/rig-core/Cargo.toml
index 484ffc9dd..e5c11a459 100644
--- a/rig/rig-core/Cargo.toml
+++ b/rig/rig-core/Cargo.toml
@@ -41,6 +41,7 @@ thiserror = { workspace = true }
 tracing = { workspace = true }
 url = { workspace = true }
 rmcp = { version = "0.16", optional = true, features = ["client"] }
+turbomcp-client = { version = "3.0.0", optional = true, default-features = false, features = ["http"] }
 tokio = { workspace = true, features = ["rt", "sync"] }
 http = "1.3.1"
 tracing-futures = { version = "0.2.5", features = ["futures-03"] }
@@ -91,6 +92,13 @@ rmcp = { version = "0.16", features = [
 ] }
 axum = "0.8.4"
 
+# Required for `turbomcp` example
+turbomcp = { version = "3.0.0", features = ["http", "websocket"] }
+turbomcp-server = { version = "3.0.0", features = ["http", "websocket"] }
+turbomcp-client = { version = "3.0.0", features = ["http"] }
+turbomcp-protocol = "3.0.0"
+turbomcp-transport = { version = "3.0.0", features = ["http"] }
+
 # required for otel
 opentelemetry = "0.30.0"
 opentelemetry_sdk = { version = "0.30.0", features = ["rt-tokio"] }
@@ -115,6 +123,7 @@ wasm = [
   "getrandom/js",
 ]
 rmcp = ["dep:rmcp"]
+turbomcp = ["dep:turbomcp-client"]
 socks = ["reqwest/socks"]
 reqwest-native-tls = ["reqwest/native-tls"]
 reqwest-rustls = [
@@ -196,6 +205,10 @@ name = "request_hook"
 name = "discord_bot"
 required-features = ["discord-bot"]
 
+[[example]]
+name = "turbomcp"
+required-features = ["turbomcp"]
+
 [[example]]
 name = "custom_vector_store"
 
diff --git a/rig/rig-core/examples/turbomcp.rs b/rig/rig-core/examples/turbomcp.rs
new file mode 100644
index 000000000..9600178a3
--- /dev/null
+++ b/rig/rig-core/examples/turbomcp.rs
@@ -0,0 +1,83 @@
+//! An example of how you can use TurboMCP with Rig to create an MCP friendly agent.
+//!
+//! This example demonstrates the same functionality as the rmcp example, but using TurboMCP
+//! as the MCP implementation. TurboMCP is a high-performance Rust SDK for the Model Context
+//! Protocol with zero-boilerplate development and automatic schema generation.
+//!
+//! ## Running the Example
+//!
+//! This example requires:
+//! 1. An MCP server running on http://localhost:8080
+//! 2. OPENAI_API_KEY environment variable set
+//!
+//! ```bash
+//! # Terminal 1: Start any TurboMCP server (or use your own)
+//! cargo run --example http_server -p turbomcp
+//!
+//! # Terminal 2: Run this example
+//! OPENAI_API_KEY=your_api_key cargo run --example turbomcp --features turbomcp
+//! ```
+
+use rig::{
+    client::{CompletionClient, ProviderClient},
+    completion::Prompt,
+    providers::openai,
+};
+use turbomcp_client::{ClientBuilder, StreamableHttpClientConfig, StreamableHttpClientTransport};
+
+#[tokio::main]
+async fn main() -> anyhow::Result<()> {
+    tracing_subscriber::fmt::init();
+
+    // Create a TurboMCP client that connects to an MCP server
+    let config = StreamableHttpClientConfig {
+        base_url: "http://localhost:8080".to_string(),
+        endpoint_path: "/mcp".to_string(),
+        ..Default::default()
+    };
+
+    let transport = StreamableHttpClientTransport::new(config);
+
+    let client = ClientBuilder::new().with_tools(true).build_sync(transport);
+
+    // Initialize the client
+    tracing::info!("Connecting to TurboMCP server...");
+    client.initialize().await?;
+    tracing::info!("Connected to TurboMCP server");
+
+    // List tools from the server
+    let tools = client.list_tools().await?;
+    tracing::info!(
+        "Available tools: {:?}",
+        tools.iter().map(|t| &t.name).collect::<Vec<_>>()
+    );
+
+    if tools.is_empty() {
+        tracing::warn!(
+            "No tools available from server. Make sure the server has tools registered."
+        );
+        return Ok(());
+    }
+
+    // Create an OpenAI agent with TurboMCP tools
+    let openai_client = openai::Client::from_env();
+    let agent = openai_client
+        .agent(openai::GPT_4O)
+        .preamble(
+            "You are a helpful assistant who has access to a number of tools from an MCP server. \
+             Use the available tools to answer questions.",
+        )
+        .turbomcp_tools(tools, client)
+        .build();
+
+    // Use the agent to answer a question that may require tool usage
+    let res = agent
+        .prompt("What tools do you have available?")
+        .max_turns(2)
+        .await
+        .unwrap();
+
+    println!("GPT-4o: {res}");
+
+    Ok(())
+}
diff --git a/rig/rig-core/src/agent/builder.rs b/rig/rig-core/src/agent/builder.rs
index 6e5c287cd..ba20f4a2d 100644
--- a/rig/rig-core/src/agent/builder.rs
+++ b/rig/rig-core/src/agent/builder.rs
@@ -18,6 +18,10 @@ use crate::{
 #[cfg_attr(docsrs, doc(cfg(feature = "rmcp")))]
 use crate::tool::rmcp::McpTool as RmcpTool;
 
+#[cfg(feature = "turbomcp")]
+#[cfg_attr(docsrs, doc(cfg(feature = "turbomcp")))]
+use crate::tool::turbomcp::TurboMcpTool;
+
 use super::Agent;
 
 /// Marker type indicating no tool configuration has been set yet.
@@ -408,6 +412,97 @@ where
         }
     }
 
+    /// Add an MCP tool (from TurboMCP) to the agent.
+    ///
+    /// Transitions the builder to the `WithBuilderTools` state.
+    #[cfg(feature = "turbomcp")]
+    #[cfg_attr(docsrs, doc(cfg(feature = "turbomcp")))]
+    pub fn turbomcp_tool<T>(
+        self,
+        tool: turbomcp_client::Tool,
+        client: turbomcp_client::Client<T>,
+    ) -> AgentBuilder<M, P, WithBuilderTools>
+    where
+        T: turbomcp_client::Transport + 'static,
+    {
+        let toolname = tool.name.clone();
+        let tools = ToolSet::from_tools(vec![TurboMcpTool::from_mcp_server(tool, client)]);
+
+        AgentBuilder {
+            name: self.name,
+            description: self.description,
+            model: self.model,
+            preamble: self.preamble,
+            static_context: self.static_context,
+            additional_params: self.additional_params,
+            max_tokens: self.max_tokens,
+            dynamic_context: self.dynamic_context,
+            temperature: self.temperature,
+            tool_choice: self.tool_choice,
+            default_max_turns: self.default_max_turns,
+            hook: self.hook,
+            output_schema: self.output_schema,
+            tool_state: WithBuilderTools {
+                static_tools: vec![toolname],
+                tools,
+                dynamic_tools: vec![],
+            },
+        }
+    }
+
+    /// Add an array of MCP tools (from TurboMCP) to the agent.
+    ///
+    /// Transitions the builder to the `WithBuilderTools` state.
+    #[cfg(feature = "turbomcp")]
+    #[cfg_attr(docsrs, doc(cfg(feature = "turbomcp")))]
+    pub fn turbomcp_tools<T>(
+        self,
+        tools: Vec<turbomcp_client::Tool>,
+        client: turbomcp_client::Client<T>,
+    ) -> AgentBuilder<M, P, WithBuilderTools>
+    where
+        T: turbomcp_client::Transport + 'static,
+    {
+        use crate::tool::turbomcp::TurboMcpToolCaller;
+        use std::sync::Arc;
+
+        let client_arc: Arc<dyn TurboMcpToolCaller> = Arc::new(client);
+
+        let (static_tools, tools) = tools.into_iter().fold(
+            (Vec::new(), Vec::new()),
+            |(mut toolnames, mut toolset), tool| {
+                let tool_name = tool.name.clone();
+                let tool = TurboMcpTool::from_client_arc(tool, client_arc.clone());
+                toolnames.push(tool_name);
+                toolset.push(tool);
+                (toolnames, toolset)
+            },
+        );
+
+        let tools = ToolSet::from_tools(tools);
+
+        AgentBuilder {
+            name: self.name,
+            description: self.description,
+            model: self.model,
+            preamble: self.preamble,
+            static_context: self.static_context,
+            additional_params: self.additional_params,
+            max_tokens: self.max_tokens,
+            dynamic_context: self.dynamic_context,
+            temperature: self.temperature,
+            tool_choice: self.tool_choice,
+            default_max_turns: self.default_max_turns,
+            hook: self.hook,
+            output_schema: self.output_schema,
+            tool_state: WithBuilderTools {
+                static_tools,
+                tools,
+                dynamic_tools: vec![],
+            },
+        }
+    }
+
     /// Add some dynamic tools to the agent. On each prompt, `sample` tools from the
     /// dynamic toolset will be inserted in the request.
     ///
@@ -557,6 +652,32 @@ where
         self
     }
 
+    /// Add an array of MCP tools (from TurboMCP) to the agent.
+    #[cfg(feature = "turbomcp")]
+    #[cfg_attr(docsrs, doc(cfg(feature = "turbomcp")))]
+    pub fn turbomcp_tools<T>(
+        mut self,
+        tools: Vec<turbomcp_client::Tool>,
+        client: turbomcp_client::Client<T>,
+    ) -> Self
+    where
+        T: turbomcp_client::Transport + 'static,
+    {
+        use crate::tool::turbomcp::TurboMcpToolCaller;
+        use std::sync::Arc;
+
+        let client_arc: Arc<dyn TurboMcpToolCaller> = Arc::new(client);
+
+        for tool in tools {
+            let tool_name = tool.name.clone();
+            let tool = TurboMcpTool::from_client_arc(tool, client_arc.clone());
+            self.tool_state.static_tools.push(tool_name);
+            self.tool_state.tools.add_tool(tool);
+        }
+
+        self
+    }
+
     /// Add some dynamic tools to the agent. On each prompt, `sample` tools from the
     /// dynamic toolset will be inserted in the request.
     pub fn dynamic_tools(
diff --git a/rig/rig-core/src/tool/mod.rs b/rig/rig-core/src/tool/mod.rs
index fddc3df2b..a46eaefea 100644
--- a/rig/rig-core/src/tool/mod.rs
+++ b/rig/rig-core/src/tool/mod.rs
@@ -355,6 +355,193 @@ pub mod rmcp {
     }
 }
 
+#[cfg(feature = "turbomcp")]
+#[cfg_attr(docsrs, doc(cfg(feature = "turbomcp")))]
+pub mod turbomcp {
+    use crate::completion::ToolDefinition;
+    use crate::tool::ToolDyn;
+    use crate::tool::ToolError;
+    use crate::wasm_compat::WasmBoxedFuture;
+    use std::collections::HashMap;
+    use std::sync::Arc;
+    use turbomcp_client::{
+        CallToolResult, Client, ContentBlock, ResourceContent, Result as McpResult, Tool, Transport,
+    };
+
+    /// Trait for abstracting over TurboMCP client tool calling.
+    ///
+    /// This trait allows storing a type-erased client that can call tools
+    /// regardless of the underlying transport type (HTTP, WebSocket, TCP, etc.).
+    pub trait TurboMcpToolCaller: Send + Sync {
+        fn call_tool(
+            &self,
+            name: &str,
+            arguments: Option<HashMap<String, serde_json::Value>>,
+        ) -> std::pin::Pin<
+            Box<dyn std::future::Future<Output = McpResult<CallToolResult>> + Send + '_>,
+        >;
+    }
+
+    impl<T> TurboMcpToolCaller for Client<T>
+    where
+        T: Transport + 'static,
+    {
+        fn call_tool(
+            &self,
+            name: &str,
+            arguments: Option<HashMap<String, serde_json::Value>>,
+        ) -> std::pin::Pin<
+            Box<dyn std::future::Future<Output = McpResult<CallToolResult>> + Send + '_>,
+        > {
+            let name = name.to_string();
+            Box::pin(async move { self.call_tool(&name, arguments, None).await })
+        }
+    }
+
+    /// A wrapper around a TurboMCP tool that implements Rig's ToolDyn trait.
+    ///
+    /// Bridges TurboMCP's tool system with Rig's tool abstraction,
+    /// allowing TurboMCP tools to be used seamlessly with Rig agents.
+    #[derive(Clone)]
+    pub struct TurboMcpTool {
+        definition: Tool,
+        client: Arc<dyn TurboMcpToolCaller>,
+    }
+
+    impl TurboMcpTool {
+        pub fn from_mcp_server<T>(definition: Tool, client: Client<T>) -> Self
+        where
+            T: Transport + 'static,
+        {
+            Self {
+                definition,
+                client: Arc::new(client),
+            }
+        }
+
+        pub fn from_client_arc(definition: Tool, client: Arc<dyn TurboMcpToolCaller>) -> Self {
+            Self { definition, client }
+        }
+    }
+
+    impl From<&Tool> for ToolDefinition {
+        fn from(val: &Tool) -> Self {
+            Self {
+                name: val.name.clone(),
+                description: val.description.clone().unwrap_or_default(),
+                parameters: serde_json::to_value(&val.input_schema).unwrap_or_default(),
+            }
+        }
+    }
+
+    impl From<Tool> for ToolDefinition {
+        fn from(val: Tool) -> Self {
+            Self {
+                name: val.name.clone(),
+                description: val.description.clone().unwrap_or_default(),
+                parameters: serde_json::to_value(&val.input_schema).unwrap_or_default(),
+            }
+        }
+    }
+
+    #[derive(Debug, thiserror::Error)]
+    #[error("TurboMCP tool error: {0}")]
+    pub struct TurboMcpToolError(String);
+
+    impl From<TurboMcpToolError> for ToolError {
+        fn from(e: TurboMcpToolError) -> Self {
+            ToolError::ToolCallError(Box::new(e))
+        }
+    }
+
+    impl ToolDyn for TurboMcpTool {
+        fn name(&self) -> String {
+            self.definition.name.clone()
+        }
+
+        fn definition(&self, _prompt: String) -> WasmBoxedFuture<'_, ToolDefinition> {
+            Box::pin(async move {
+                ToolDefinition {
+                    name: self.definition.name.clone(),
+                    description: self.definition.description.clone().unwrap_or_default(),
+                    parameters: serde_json::to_value(&self.definition.input_schema)
+                        .unwrap_or_default(),
+                }
+            })
+        }
+
+        fn call(&self, args: String) -> WasmBoxedFuture<'_, Result<String, ToolError>> {
+            let name = self.definition.name.clone();
+            let arguments: Option<HashMap<String, serde_json::Value>> =
+                serde_json::from_str(&args).ok();
+
+            Box::pin(async move {
+                let result = self
+                    .client
+                    .call_tool(&name, arguments)
+                    .await
+                    .map_err(|e| TurboMcpToolError(format!("Tool returned an error: {e}")))?;
+
+                if let Some(true) = result.is_error {
+                    let error_msg = result
+                        .content
+                        .iter()
+                        .filter_map(|c| {
+                            if let ContentBlock::Text(text) = c {
+                                Some(text.text.clone())
+                            } else {
+                                None
+                            }
+                        })
+                        .collect::<Vec<_>>()
+                        .join("\n");
+
+                    if !error_msg.is_empty() {
+                        return Err(TurboMcpToolError(error_msg).into());
+                    } else {
+                        return Err(
+                            TurboMcpToolError("No error message returned".to_string()).into()
+                        );
+                    }
+                }
+
+                Ok(result
+                    .content
+                    .into_iter()
+                    .map(|c| match c {
+                        ContentBlock::Text(text) => text.text,
+                        ContentBlock::Image(img) => {
+                            format!("data:{};base64,{}", img.mime_type, img.data)
+                        }
+                        ContentBlock::Resource(res) => match res.resource {
+                            ResourceContent::Text(text_res) => {
+                                format!("resource:{}", text_res.uri)
+                            }
+                            ResourceContent::Blob(blob_res) => {
+                                format!("resource:{}", blob_res.uri)
+                            }
+                        },
+                        ContentBlock::ResourceLink(link) => {
+                            format!("resource-link:{}", link.uri)
+                        }
+                        ContentBlock::Audio(audio) => {
+                            format!("data:{};base64,{}", audio.mime_type, audio.data)
+                        }
+                        // ToolUse and ToolResult are MCP 2025-11-25 content types
+                        // for nested tool invocations; convert to descriptive text
+                        ContentBlock::ToolUse(tu) => {
+                            format!("tool-use:{}:{}", tu.name, tu.id)
+                        }
+                        ContentBlock::ToolResult(tr) => {
+                            format!("tool-result:{}", tr.tool_use_id)
+                        }
+                    })
+                    .collect::<String>())
+            })
+        }
+    }
+}
+
 /// Wrapper trait to allow for dynamic dispatch of raggable tools
 pub trait ToolEmbeddingDyn: ToolDyn {
     fn context(&self) -> serde_json::Result<serde_json::Value>;
@@ -699,3 +886,334 @@ mod tests {
         assert_eq!(toolset.tools.len(), 1);
     }
 }
+
+#[cfg(all(test, feature = "turbomcp"))]
+mod turbomcp_tests {
+    use super::turbomcp::*;
+    use super::*;
+    use std::collections::HashMap;
+    use std::sync::Arc;
+    use turbomcp_client::{CallToolResult, ContentBlock, Tool};
+    use turbomcp_protocol::types::content::{
+        AudioContent, ImageContent, ResourceLink, TextContent,
+    };
+
+    /// Mock TurboMcpToolCaller for testing without a real MCP server
+    struct MockToolCaller {
+        response: CallToolResult,
+    }
+
+    impl MockToolCaller {
+        fn success(text: &str) -> Self {
+            Self {
+                response: CallToolResult {
+                    content: vec![ContentBlock::Text(TextContent {
+                        text: text.to_string(),
+                        annotations: None,
+                        meta: None,
+                    })],
+                    is_error: None,
+                    structured_content: None,
+                    _meta: None,
+                    task_id: None,
+                },
+            }
+        }
+
+        fn error(msg: &str) -> Self {
+            Self {
+                response: CallToolResult {
+                    content: vec![ContentBlock::Text(TextContent {
+                        text: msg.to_string(),
+                        annotations: None,
+                        meta: None,
+                    })],
+                    is_error: Some(true),
+                    structured_content: None,
+                    _meta: None,
+                    task_id: None,
+                },
+            }
+        }
+
+        fn with_content(content: Vec<ContentBlock>) -> Self {
+            Self {
+                response: CallToolResult {
+                    content,
+                    is_error: None,
+                    structured_content: None,
+                    _meta: None,
+                    task_id: None,
+                },
+            }
+        }
+    }
+
+    impl TurboMcpToolCaller for MockToolCaller {
+        fn call_tool(
+            &self,
+            _name: &str,
+            _arguments: Option<HashMap<String, serde_json::Value>>,
+        ) -> std::pin::Pin<
+            Box<
+                dyn std::future::Future<Output = turbomcp_client::Result<CallToolResult>>
+                    + Send
+                    + '_,
+            >,
+        > {
+            let result = self.response.clone();
+            Box::pin(async move { Ok(result) })
+        }
+    }
+
+    fn make_tool(name: &str, description: &str) -> Tool {
+        serde_json::from_value(serde_json::json!({
+            "name": name,
+            "description": description,
+            "inputSchema": {
+                "type": "object",
+                "properties": {
+                    "x": { "type": "number" },
+                    "y": { "type": "number" }
+                },
+                "required": ["x", "y"]
+            }
+        }))
+        .expect("valid tool JSON")
+    }
+
+    #[test]
+    fn test_tool_definition_from_ref() {
+        let tool = make_tool("add", "Add two numbers");
+        let def: ToolDefinition = (&tool).into();
+
+        assert_eq!(def.name, "add");
+        assert_eq!(def.description, "Add two numbers");
+        assert!(def.parameters.is_object());
+    }
+
+    #[test]
+    fn test_tool_definition_from_owned() {
+        let tool = make_tool("multiply", "Multiply two numbers");
+        let def: ToolDefinition = tool.into();
+
+        assert_eq!(def.name, "multiply");
+        assert_eq!(def.description, "Multiply two numbers");
+    }
+
+    #[test]
+    fn test_tool_definition_empty_description() {
+        let tool: Tool = serde_json::from_value(serde_json::json!({
+            "name": "no_desc",
+            "inputSchema": { "type": "object" }
+        }))
+        .expect("valid tool JSON");
+        let def: ToolDefinition = tool.into();
+
+        assert_eq!(def.name, "no_desc");
+        assert_eq!(def.description, "");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_name() {
+        let tool = make_tool("my_tool", "A test tool");
+        let caller = MockToolCaller::success("ok");
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        assert_eq!(ToolDyn::name(&mcp_tool), "my_tool");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_definition() {
+        let tool = make_tool("calc", "Calculate things");
+        let caller = MockToolCaller::success("ok");
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let def = ToolDyn::definition(&mcp_tool, "prompt".into()).await;
+        assert_eq!(def.name, "calc");
+        assert_eq!(def.description, "Calculate things");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_call_text_result() {
+        let tool = make_tool("add", "Add");
+        let caller = MockToolCaller::success("42");
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let result = ToolDyn::call(&mcp_tool, r#"{"x": 1, "y": 2}"#.to_string()).await;
+        assert!(result.is_ok());
+        assert_eq!(result.unwrap(), "42");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_call_error_result() {
+        let tool = make_tool("fail", "Fail");
+        let caller = MockToolCaller::error("something went wrong");
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let result = ToolDyn::call(&mcp_tool, r#"{}"#.to_string()).await;
+        assert!(result.is_err());
+        let err = result.unwrap_err();
+        assert!(err.to_string().contains("something went wrong"));
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_call_error_no_message() {
+        let caller = MockToolCaller {
+            response: CallToolResult {
+                content: vec![ContentBlock::Image(ImageContent {
+                    data: "abc".to_string(),
+                    mime_type: "image/png".to_string(),
+                    annotations: None,
+                    meta: None,
+                })],
+                is_error: Some(true),
+                structured_content: None,
+                _meta: None,
+                task_id: None,
+            },
+        };
+        let tool = make_tool("fail2", "Fail2");
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let result = ToolDyn::call(&mcp_tool, r#"{}"#.to_string()).await;
+        assert!(result.is_err());
+        assert!(result.unwrap_err().to_string().contains("No error message"));
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_call_image_content() {
+        let tool = make_tool("img", "Image");
+        let caller = MockToolCaller::with_content(vec![ContentBlock::Image(ImageContent {
+            data: "base64data".to_string(),
+            mime_type: "image/png".to_string(),
+            annotations: None,
+            meta: None,
+        })]);
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let result = ToolDyn::call(&mcp_tool, r#"{}"#.to_string()).await.unwrap();
+        assert_eq!(result, "data:image/png;base64,base64data");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_call_audio_content() {
+        let tool = make_tool("audio", "Audio");
+        let caller = MockToolCaller::with_content(vec![ContentBlock::Audio(AudioContent {
+            data: "audiodata".to_string(),
+            mime_type: "audio/wav".to_string(),
+            annotations: None,
+            meta: None,
+        })]);
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let result = ToolDyn::call(&mcp_tool, r#"{}"#.to_string()).await.unwrap();
+        assert_eq!(result, "data:audio/wav;base64,audiodata");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_call_resource_link_content() {
+        let tool = make_tool("reslink", "ResLink");
+        let link: ResourceLink = serde_json::from_value(serde_json::json!({
+            "uri": "file:///tmp/test.txt",
+            "name": "test"
+        }))
+        .expect("valid resource link JSON");
+        let caller = MockToolCaller::with_content(vec![ContentBlock::ResourceLink(link)]);
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let result = ToolDyn::call(&mcp_tool, r#"{}"#.to_string()).await.unwrap();
+        assert_eq!(result, "resource-link:file:///tmp/test.txt");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_call_mixed_content() {
+        let tool = make_tool("mixed", "Mixed");
+        let caller = MockToolCaller::with_content(vec![
+            ContentBlock::Text(TextContent {
+                text: "Hello ".to_string(),
+                annotations: None,
+                meta: None,
+            }),
+            ContentBlock::Text(TextContent {
+                text: "World".to_string(),
+                annotations: None,
+                meta: None,
+            }),
+        ]);
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let result = ToolDyn::call(&mcp_tool, r#"{}"#.to_string()).await.unwrap();
+        assert_eq!(result, "Hello World");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_call_invalid_json_args() {
+        let tool = make_tool("t", "T");
+        let caller = MockToolCaller::success("ok");
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        // Invalid JSON args should still work (parsed as None)
+        let result = ToolDyn::call(&mcp_tool, "not json".to_string()).await;
+        assert!(result.is_ok());
+        assert_eq!(result.unwrap(), "ok");
+    }
+
+    #[test]
+    fn test_turbomcp_tool_clone() {
+        let tool = make_tool("cloneable", "Clone");
+        let caller = MockToolCaller::success("ok");
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let cloned = mcp_tool.clone();
+        assert_eq!(ToolDyn::name(&cloned), "cloneable");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_in_toolset() {
+        let tool = make_tool("set_tool", "Tool in set");
+        let caller = MockToolCaller::success("result");
+        let mcp_tool = TurboMcpTool::from_client_arc(tool, Arc::new(caller));
+
+        let toolset = ToolSet::from_tools(vec![mcp_tool]);
+        assert!(toolset.contains("set_tool"));
+
+        let result = toolset.call("set_tool", r#"{}"#.to_string()).await;
+        assert!(result.is_ok());
+        assert_eq!(result.unwrap(), "result");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_multiple_tools_shared_client() {
+        let caller: Arc<dyn TurboMcpToolCaller> = Arc::new(MockToolCaller::success("shared"));
+
+        let tool1 = TurboMcpTool::from_client_arc(make_tool("t1", "Tool 1"), caller.clone());
+        let tool2 = TurboMcpTool::from_client_arc(make_tool("t2", "Tool 2"), caller.clone());
+
+        let toolset = ToolSet::from_tools(vec![tool1, tool2]);
+        assert!(toolset.contains("t1"));
+        assert!(toolset.contains("t2"));
+        assert_eq!(toolset.tools.len(), 2);
+
+        let r1 = toolset.call("t1", r#"{}"#.to_string()).await.unwrap();
+        let r2 = toolset.call("t2", r#"{}"#.to_string()).await.unwrap();
+        assert_eq!(r1, "shared");
+        assert_eq!(r2, "shared");
+    }
+
+    #[tokio::test]
+    async fn test_turbomcp_tool_definitions_in_toolset() {
+        let caller: Arc<dyn TurboMcpToolCaller> = Arc::new(MockToolCaller::success("x"));
+
+        let tool1 = TurboMcpTool::from_client_arc(make_tool("alpha", "Alpha tool"), caller.clone());
+        let tool2 = TurboMcpTool::from_client_arc(make_tool("beta", "Beta tool"), caller);
+
+        let toolset = ToolSet::from_tools(vec![tool1, tool2]);
+        let defs = toolset.get_tool_definitions().await.unwrap();
+
+        assert_eq!(defs.len(), 2);
+        let names: Vec<&str> = defs.iter().map(|d| d.name.as_str()).collect();
+        assert!(names.contains(&"alpha"));
+        assert!(names.contains(&"beta"));
+    }
+}
diff --git a/rig/rig-core/src/tool/server.rs b/rig/rig-core/src/tool/server.rs
index 31c81405b..1971b8ca0 100644
--- a/rig/rig-core/src/tool/server.rs
+++ b/rig/rig-core/src/tool/server.rs
@@ -88,6 +88,27 @@ impl ToolServer {
         self
     }
 
+    // Add an MCP tool (from TurboMCP) to the agent
+    #[cfg_attr(docsrs, doc(cfg(feature = "turbomcp")))]
+    #[cfg(feature = "turbomcp")]
+    pub fn turbomcp_tool<T>(
+        mut self,
+        tool: turbomcp_client::Tool,
+        client: turbomcp_client::Client<T>,
+    ) -> Self
+    where
+        T: turbomcp_client::Transport + 'static,
+    {
+        use crate::tool::turbomcp::TurboMcpTool;
+        let toolname = tool.name.clone();
+        Arc::get_mut(&mut self.toolset)
+            .expect("ToolServer::turbomcp_tool() called after run()")
+            .get_mut()
+            .add_tool(TurboMcpTool::from_mcp_server(tool, client));
+        self.static_tool_names.push(toolname);
+        self
+    }
+
     /// Add some dynamic tools to the agent. On each prompt, `sample` tools from the
     /// dynamic toolset will be inserted in the request.
     pub fn dynamic_tools(