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Summary

An open API service for producing an overview of a list of open source projects.

https://github.com/PrefectHQ/fastmcp

agents fastmcp llms mcp mcp-clients mcp-servers mcp-tools model-context-protocol python

Score: 33.676102112917434

Last synced: about 4 hours ago
JSON representation

Repository metadata:

🚀 The fast, Pythonic way to build MCP servers and clients.

Owner metadata:

Committers metadata

Last synced: 2 days ago

Total Commits: 2,691
Total Committers: 243
Avg Commits per committer: 11.074
Development Distribution Score (DDS): 0.339

Commits in past year: 2,224
Committers in past year: 224
Avg Commits per committer in past year: 9.929
Development Distribution Score (DDS) in past year: 0.363

Name Email Commits
Jeremiah Lowin 1****n 1780
William Easton b****n@e****o 185
zzstoatzz t****6@g****m 106
marvin-context-protocol[bot] 2****] 79
Chris Guidry c****g@p****o 61
dependabot[bot] 4****] 32
yihuang y****r@g****m 14
Goro t****e@g****m 14
dgenio d****s@n****t 12
Juergen Eger 1****t 10
davenpi d****c@g****m 9
Alain IVARS a****s@g****m 9
vincent v****u@k****m 8
claude[bot] 4****] 8
633WHU c****u@y****t 7
Guillaume FORTAINE g****b@f****m 7
hopeful0 h****c@g****m 6
Didier Durand d****n@a****h 6
Adam Azzam 3****m 6
justjoehere j****s@g****m 6
Claude n****y@a****m 6
Alexander Seeliger a****r@b****e 5
Michael Jurasovic m****c@o****y 5
Josh Rubin j****h@p****i 4
Mukunda Rao Katta m****6@g****m 4
Ruhul Alam 3****o 4
itaru2622 7****2 4
tommitt t****i@h****t 4
Amerr, Ziad (ext) (DI SW ICS MNA RD QA QST 2) z****t@s****m 4
Ryan Malloy r****n@s****s 4
and 213 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 16
Total pull requests: 25
Average time to close issues: 29 days
Average time to close pull requests: 1 day
Total issue authors: 14
Total pull request authors: 14
Average comments per issue: 2.06
Average comments per pull request: 1.6
Merged pull request: 10
Bot issues: 2
Bot pull requests: 1

Past year issues: 16
Past year pull requests: 25
Past year average time to close issues: 29 days
Past year average time to close pull requests: 1 day
Past year issue authors: 14
Past year pull request authors: 14
Past year average comments per issue: 2.06
Past year average comments per pull request: 1.6
Past year merged pull request: 10
Past year bot issues: 2
Past year bot pull requests: 1

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/PrefectHQ/fastmcp

Top Issue Authors

  • digitamaz (2)
  • github-actions[bot] (2)
  • carlos-rian (1)
  • miloira (1)
  • demoray (1)
  • steveAG (1)
  • sohail-norstella (1)
  • grahammccain (1)
  • carterthayer (1)
  • xingyug (1)
  • nick-youngblut (1)
  • pedrobacchini (1)
  • godwinbw-egm (1)
  • 0xAllenDev (1)

Top Pull Request Authors

  • jlowin (7)
  • strawgate (4)
  • reory (2)
  • kvdhanush06 (2)
  • carlos-rian (1)
  • lawrence3699 (1)
  • beejak (1)
  • richardkmichael (1)
  • abhijeethp (1)
  • MukundaKatta (1)
  • marvin-context-protocol[bot] (1)
  • gfortaine (1)
  • mtthidoteu (1)
  • adityamehra (1)

Top Issue Labels

  • enhancement (7)
  • server (4)
  • too-long (4)
  • bug (4)
  • auth (3)
  • client (2)
  • http (2)
  • needs MRE (2)
  • build failed (2)
  • high-priority (1)
  • invalid (1)
  • proposal (1)

Top Pull Request Labels

  • server (14)
  • bug (12)
  • enhancement (11)
  • auth (5)
  • http (4)
  • DON'T MERGE (3)
  • tests (3)
  • client (2)
  • openapi (2)
  • documentation (2)
  • high-priority (1)
  • ignore in release notes (1)
  • provider (1)

Package metadata

pypi.org: fastmcp-slim

The dependency-slim FastMCP package.

  • Homepage: https://gofastmcp.com
  • Documentation: https://gofastmcp.com
  • Licenses: Apache-2.0
  • Latest release: 3.3.0b2 (published 2 days ago)
  • Last Synced: 2026-05-13T13:09:23.628Z (1 day ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 6,669 Last month
  • Rankings:
    • Downloads: 3.91%
    • Dependent packages count: 7.228%
    • Average: 17.342%
    • Dependent repos count: 40.889%
  • Maintainers (1)
pypi.org: fastmcp

The fast, Pythonic way to build MCP servers and clients.

Dependencies

.github/workflows/publish.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • pypa/gh-action-pypi-publish release/v1 composite
pyproject.toml pypi
  • httpx >=0.26.0
  • mcp >=1.0.0
  • pydantic >=2.5.3
  • pydantic-settings >=2.6.1
  • typer >=0.9.0
.github/workflows/martian-test-failure.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v2 composite
  • actions/setup-python v6 composite
  • anthropics/claude-code-action v1 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/marvin-dedupe-issues.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v2 composite
  • anthropics/claude-code-action v1 composite
.github/workflows/marvin-label-triage.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v2 composite
  • anthropics/claude-code-action v1 composite
.github/workflows/update-config-schema.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v2 composite
  • astral-sh/setup-uv v7 composite
  • peter-evans/create-pull-request v7 composite
examples/testing_demo/uv.lock pypi
  • annotated-types 0.7.0
  • anyio 4.11.0
  • asttokens 3.0.0
  • attrs 25.4.0
  • authlib 1.6.5
  • backports-asyncio-runner 1.2.0
  • backports-tarfile 1.2.0
  • beartype 0.22.5
  • cachetools 6.2.1
  • certifi 2025.10.5
  • cffi 2.0.0
  • charset-normalizer 3.4.4
  • click 8.3.0
  • colorama 0.4.6
  • cryptography 46.0.3
  • cyclopts 4.2.1
  • dirty-equals 0.10.0
  • diskcache 5.6.3
  • dnspython 2.8.0
  • docstring-parser 0.17.0
  • docutils 0.22.3
  • email-validator 2.3.0
  • exceptiongroup 1.3.0
  • executing 2.2.1
  • fastmcp 2.13.0.2
  • h11 0.16.0
  • httpcore 1.0.9
  • httpx 0.28.1
  • httpx-sse 0.4.3
  • idna 3.11
  • importlib-metadata 8.7.0
  • iniconfig 2.3.0
  • inline-snapshot 0.31.1
  • jaraco-classes 3.4.0
  • jaraco-context 6.0.1
  • jaraco-functools 4.3.0
  • jeepney 0.9.0
  • jsonschema 4.25.1
  • jsonschema-path 0.3.4
  • jsonschema-specifications 2025.9.1
  • keyring 25.6.0
  • markdown-it-py 4.0.0
  • mcp 1.21.0
  • mdurl 0.1.2
  • more-itertools 10.8.0
  • openapi-pydantic 0.5.1
  • packaging 25.0
  • pathable 0.4.4
  • pathvalidate 3.3.1
  • platformdirs 4.5.0
  • pluggy 1.6.0
  • py-key-value-aio 0.2.8
  • py-key-value-shared 0.2.8
  • pycparser 2.23
  • pydantic 2.12.4
  • pydantic-core 2.41.5
  • pydantic-settings 2.11.0
  • pygments 2.19.2
  • pyjwt 2.10.1
  • pyperclip 1.11.0
  • pytest 8.4.2
  • pytest-asyncio 1.2.0
  • python-dotenv 1.2.1
  • python-multipart 0.0.20
  • pywin32 311
  • pywin32-ctypes 0.2.3
  • pyyaml 6.0.3
  • referencing 0.36.2
  • requests 2.32.5
  • rich 14.2.0
  • rich-rst 1.3.2
  • rpds-py 0.28.0
  • secretstorage 3.4.0
  • sniffio 1.3.1
  • sse-starlette 3.0.3
  • starlette 0.50.0
  • testing-demo 0.1.0
  • tomli 2.3.0
  • typing-extensions 4.15.0
  • typing-inspection 0.4.2
  • urllib3 2.5.0
  • uvicorn 0.38.0
  • websockets 15.0.1
  • zipp 3.23.0
examples/auth/aws_oauth/requirements.txt pypi
  • fastmcp *
  • python-dotenv *
.github/workflows/update-sdk-docs.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v2 composite
  • astral-sh/setup-uv v7 composite
  • extractions/setup-just v3 composite
  • peter-evans/create-pull-request v7 composite
.github/workflows/marvin.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v2 composite
  • anthropics/claude-code-action v1 composite
  • astral-sh/setup-uv v7 composite
  • j178/prek-action v1 composite
.github/workflows/run-static.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
  • j178/prek-action v1 composite
.github/workflows/auto-close-duplicates.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v2 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/auto-close-needs-mre.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v2 composite
  • astral-sh/setup-uv v7 composite
examples/smart_home/pyproject.toml pypi
  • fastmcp @git+https://github.com/jlowin/fastmcp.git
  • phue2 *
.github/workflows/martian-issue-triage.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v2 composite
  • anthropics/claude-code-action v1 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/run-tests.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
examples/atproto_mcp/pyproject.toml pypi
  • atproto @git+https://github.com/MarshalX/atproto.git@refs/pull/605/head
  • fastmcp >=0.8.0
  • httpx >=0.27.0
  • pydantic-settings >=2.0.0
  • websockets >=15.0.1
examples/testing_demo/pyproject.toml pypi
  • dirty-equals >=0.9.0
  • fastmcp >=2.0.0
  • pytest >=8.3.3
  • pytest-asyncio >=1.2.0
uv.lock pypi
  • 110 dependencies