diff --git a/pixi.lock b/pixi.lock
index c4b4187..d31f513 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -10,6 +10,7 @@ environments:
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/aiofile-3.9.0-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/annotated-doc-0.0.4-pyhcf101f3_0.conda
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@@ -28,6 +29,7 @@ environments:
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+      - conda: https://conda.anaconda.org/conda-forge/linux-64/caio-0.9.25-py314h0f05182_0.conda
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@@ -43,12 +45,13 @@ environments:
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/fastmcp-2.13.3-pyhcf101f3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fastmcp-3.0.2-pyhc364b38_1.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/h11-0.16.0-pyhcf101f3_1.conda
@@ -68,6 +71,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/jsonpointer-3.0.0-pyhcf101f3_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jsonref-1.1.0-pyhd8ed1ab_0.conda
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@@ -104,7 +108,7 @@ environments:
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/mcp-1.22.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mcp-1.26.0-pyhd8ed1ab_0.conda
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@@ -113,16 +117,15 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/py-key-value-shared-0.3.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/py-key-value-aio-0.4.4-pyhc364b38_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pybind11-abi-11-hc364b38_1.conda
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@@ -169,6 +172,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/uvicorn-0.41.0-pyhc90fa1f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.1.1-py314ha5689aa_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-16.0-py314h0f05182_1.conda
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@@ -189,6 +193,7 @@ environments:
       - pypi: ./
       linux-aarch64:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/_openmp_mutex-4.5-20_gnu.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/aiofile-3.9.0-pyhd8ed1ab_2.conda
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@@ -207,6 +212,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/cachetools-7.0.1-pyhd8ed1ab_0.conda
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@@ -222,12 +228,13 @@ environments:
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@@ -247,6 +254,7 @@ environments:
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@@ -283,7 +291,7 @@ environments:
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@@ -292,16 +300,15 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/win-64/openssl-3.6.1-hf411b9b_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/opentelemetry-api-1.39.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/oras-py-0.1.14-pyhd8ed1ab_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/py-key-value-shared-0.3.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/py-key-value-aio-0.4.4-pyhc364b38_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/py-rattler-0.16.0-py310hb39080a_1.conda
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       - conda: https://conda.anaconda.org/conda-forge/win-64/vcomp14-14.44.35208-h818238b_34.conda
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       - conda: https://conda.anaconda.org/conda-forge/win-64/websockets-16.0-py314hc5dbbe4_1.conda
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+- conda: https://conda.anaconda.org/conda-forge/noarch/aiofile-3.9.0-pyhd8ed1ab_2.conda
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/caio-0.9.25-py314h0f05182_0.conda
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+  - python_abi 3.14.* *_cp314
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+- conda: https://conda.anaconda.org/conda-forge/win-64/caio-0.9.25-py314hc5dbbe4_0.conda
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+  - vc14_runtime >=14.44.35208
+  - ucrt >=10.0.20348.0
+  - python_abi 3.14.* *_cp314
+  license: Apache-2.0
+  license_family: APACHE
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 - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.2.25-pyhd8ed1ab_0.conda
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+  version: 0.1.dev145+g7ccaf6793.d20260302
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   requires_python: '>=3.13'
@@ -2861,17 +2983,6 @@ packages:
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-- conda: https://conda.anaconda.org/conda-forge/noarch/diskcache-5.6.3-pyhd8ed1ab_1.conda
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   size: 41773
   timestamp: 1734729953882
+- conda: https://conda.anaconda.org/conda-forge/noarch/dnspython-2.8.0-pyhcf101f3_0.conda
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@@ -2904,6 +3036,18 @@ packages:
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   size: 438002
   timestamp: 1766092633160
+- conda: https://conda.anaconda.org/conda-forge/noarch/email-validator-2.3.0-pyhd8ed1ab_0.conda
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+  - python >=3.10
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-- conda: https://conda.anaconda.org/conda-forge/noarch/fastmcp-2.13.3-pyhcf101f3_1.conda
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-  - mcp >=1.19.0,<1.23,!=1.21.1
+  - httpx >=0.28.1,<1.0
+  - mcp >=1.24.0,<2.0
   - openapi-pydantic >=0.5.1
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   - platformdirs >=4.0.0
   - rich >=13.9.4
   - cyclopts >=4.0.0
   - authlib >=1.6.5
   - pydantic >=2.11.7
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+  - py-key-value-aio >=0.4.4,<0.5.0
+  - aiofile >=3.5.0
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-  - diskcache >=5.6.0
-  - pathvalidate >=3.3.1
-  - cachetools >=6.0.0
-  - keyring >=25.6.0
+  - jsonref >=1.1.0
+  - watchfiles >=1.0.0
   - python
   constrains:
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+  - anthropic >=0.40.0
+  - azure-identity >=1.16.0
+  - pydocket >=0.17.2
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@@ -3336,6 +3489,17 @@ packages:
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   timestamp: 1765026384757
+- conda: https://conda.anaconda.org/conda-forge/noarch/jsonref-1.1.0-pyhd8ed1ab_0.conda
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-  size: 128488
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-- conda: https://conda.anaconda.org/conda-forge/noarch/pathvalidate-3.3.1-pyhd8ed1ab_0.conda
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+- conda: https://conda.anaconda.org/conda-forge/noarch/py-key-value-aio-0.4.4-pyhc364b38_0.conda
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+  - typing-extensions >=4.15.0
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   - keyring >=25.6.0
-  - dbus-python >=1.3.2
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-- conda: https://conda.anaconda.org/conda-forge/noarch/py-key-value-shared-0.3.0-pyhcf101f3_0.conda
-  sha256: 13e7162b8cd5bbcf10596c528c0f7b4623d91f0cf3fc75d984a724a0315868fd
-  md5: 94643a690c26b6570a8d65f0f4139b00
-  depends:
-  - python >=3.10,<4
-  - typing_extensions >=4.15.0
-  - beartype >=0.22.2
-  - python
-  license: Apache-2.0
-  license_family: APACHE
-  purls:
-  - pkg:pypi/py-key-value-shared?source=hash-mapping
-  size: 26013
-  timestamp: 1763413124197
+  - pkg:pypi/py-key-value-aio?source=compressed-mapping
+  size: 97448
+  timestamp: 1772133884494
 - conda: https://conda.anaconda.org/conda-forge/linux-64/py-rattler-0.16.0-py310h045cca9_1.conda
   noarch: python
   sha256: 0cc36c50b392267155f98c88eff897b13aa0e2370a56873c396bd609b2a0bd56
@@ -7680,6 +7833,89 @@ packages:
   purls: []
   size: 115235
   timestamp: 1767320173250
+- conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.1.1-py314ha5689aa_0.conda
+  sha256: fcec93ca26320764c55042fc56b772a88533ed01f1c713553c985b379e174d09
+  md5: fb190bbf05b3b963bea7ab7c20624d5d
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - anyio >=3.0.0
+  - libgcc >=14
+  - python >=3.14,<3.15.0a0
+  - python_abi 3.14.* *_cp314
+  constrains:
+  - __glibc >=2.17
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/watchfiles?source=hash-mapping
+  size: 421969
+  timestamp: 1760456771978
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/watchfiles-1.1.1-py314hfe60d44_0.conda
+  sha256: 22193a476b0a1e4ede784e9056e6dfbea70d4a0a99557b86a1353fee6a44d6d4
+  md5: 712cd01395679d7be34576099ddd2732
+  depends:
+  - anyio >=3.0.0
+  - libgcc >=14
+  - python >=3.14,<3.15.0a0
+  - python >=3.14,<3.15.0a0 *_cp314
+  - python_abi 3.14.* *_cp314
+  constrains:
+  - __glibc >=2.17
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/watchfiles?source=hash-mapping
+  size: 415756
+  timestamp: 1760456858941
+- conda: https://conda.anaconda.org/conda-forge/osx-64/watchfiles-1.1.1-py314hc9c287a_0.conda
+  sha256: 860883a9d79688de244443859ff958f35a2363909310d6cc249e95f8453ad136
+  md5: 289c6991af0a4a28091b9522e1bb5ec1
+  depends:
+  - __osx >=10.13
+  - anyio >=3.0.0
+  - python >=3.14,<3.15.0a0
+  - python_abi 3.14.* *_cp314
+  constrains:
+  - __osx >=10.13
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/watchfiles?source=hash-mapping
+  size: 380050
+  timestamp: 1760457275658
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/watchfiles-1.1.1-py314h8d4a433_0.conda
+  sha256: b9446970047031e66edf76548fa427fe0ce7e81655208dc2e2a0b0bf94ebf7ba
+  md5: 33c8e4a66a7cb5d75ba8165a6075cd28
+  depends:
+  - __osx >=11.0
+  - anyio >=3.0.0
+  - python >=3.14,<3.15.0a0
+  - python >=3.14,<3.15.0a0 *_cp314
+  - python_abi 3.14.* *_cp314
+  constrains:
+  - __osx >=11.0
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/watchfiles?source=hash-mapping
+  size: 367150
+  timestamp: 1760457260426
+- conda: https://conda.anaconda.org/conda-forge/win-64/watchfiles-1.1.1-py314h170c82c_0.conda
+  sha256: b6b3ad95d6c2d92150c8b35367d987beffae083627bb49c996a78fc129ab2e00
+  md5: f86852dadc13af0ec70e02b175159481
+  depends:
+  - anyio >=3.0.0
+  - python >=3.14,<3.15.0a0
+  - python_abi 3.14.* *_cp314
+  - ucrt >=10.0.20348.0
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/watchfiles?source=hash-mapping
+  size: 305573
+  timestamp: 1760457150003
 - conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-16.0-py314h0f05182_1.conda
   sha256: 15cf4ebe64022b71bcec9e3554c0b36f6cab4d7726018ccf768982bc3984198e
   md5: 26fea8d00be28d4c6f6b49fe6b31cd1e
diff --git a/pyproject.toml b/pyproject.toml
index 953085c..d160e09 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,7 +40,7 @@ argparse-manpage = ">=4.7,<5"
 conda = ">=26.1,<27"
 conda-forge-metadata = ">=0.13,<0.14"
 conda-package-streaming = ">=0.12.0,<0.13"
-fastmcp = ">=2.13.1,<2.14.0"
+fastmcp = ">=3.0.2,<3.1.0"
 libmambapy = ">=2.4.0,<3"
 pyyaml = ">=6.0.3,<7"