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Awesome Mcp Servers

A collection of MCP servers.

punkpeye/awesome-mcp-servers #ai #mcp
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96,502
README repos
4,256
Indexed repos
872
List commits
6,630
Forks
17,833
Open issues
3,091

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Latest scan 2026-10-17 10:50

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132 repos matching these filters.

Framework: starlette
Latest repo push 2026-10-17

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echology-io/decompose

The missing cognitive primitive for AI agents. Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.

AI dev
Stack
Python pytest Starlette PEP 517 uv
GitHub topics
#ai-agents #classification #deterministic #document-intelligence #mcp #nlp
Updated
2026-05-24
Lists
1 list mention
First commit
2026-02-15
License
MIT
Issues
8 open
Sign in to like echology-io/decompose
10
stars
Forks
3
Commits
101 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
elhamid/llm-council

LLM Council fork with persistence, decision traces, stability fixes, repeatable checks, and MCP integration.

AI dev
Stack
Python FastAPI pytest React Starlette npm PEP 517 uv
GitHub topics
#decision-support #human-in-the-loop #llm-council #mcp #multi-agent #python
Updated
2026-02-20
Lists
1 list mention
First commit
2025-11-22
License
Unknown
Issues
Disabled
Sign in to like elhamid/llm-council
8
stars
Forks
3
Commits
21 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
haoyifan/Silicon-Pantheon

Silicon Pantheon - Tactics game played by AI agents coached by human

AI dev
Stack
Python pytest Starlette PEP 517 uv
GitHub topics
#agent-benchmark #ai-agents #claude-code #competitive-ai #gpt #llm
Updated
2026-05-04
Lists
1 list mention
First commit
2026-04-12
License
Apache-2.0
Issues
5 open
Sign in to like haoyifan/Silicon-Pantheon
7
stars
Forks
2
Commits
687 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
vdalhambra/financekit-mcp

Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents

Stack
Python Starlette PEP 517 pip uv
GitHub topics
#ai-tools #anthropic #claude #fastmcp #finance #mcp
Updated
2026-04-17
Lists
2 list mentions
First commit
2026-04-13
License
MIT
Issues
0 open
Sign in to like vdalhambra/financekit-mcp
7
stars
Forks
1
Commits
21 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
clouatre-labs/math-mcp-learning-server

Educational MCP server with math operations, matrix algebra, data visualization, and persistent workspace

AI dev
Stack
Python pytest Starlette uv
GitHub topics
#calculator #educational #fastmcp #fastmcp-3 #mathematics #mcp
Updated
2026-09-09
Lists
1 list mention
First commit
2025-09-20
License
NOASSERTION
Issues
2 open
Sign in to like clouatre-labs/math-mcp-learning-server
5
stars
Forks
4
Commits
393 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
avisangle/jenkins-mcp-server

An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.

Stack
Python FastAPI pytest Starlette npm PEP 517 uv
GitHub topics
#claude #claude-code #jenkins #jenkins-mcp #jenkins-mcp-server #mcp
Updated
2026-02-13
Lists
1 list mention
First commit
2025-07-18
License
Unknown
Issues
Disabled
Sign in to like avisangle/jenkins-mcp-server
4
stars
Forks
2
Commits
18 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
etbars/vibetrader-mcp

Official VibeTrader MCP server enabling AI agents to manage trading bots, portfolios, strategies, and market analysis via natural language.

Stack
Python Starlette pip
Updated
2026-09-10
Lists
1 list mention
First commit
2026-01-04
License
MIT
Issues
0 open
Sign in to like etbars/vibetrader-mcp
4
stars
Forks
3
Commits
6 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
hanselhansel/context-cli

LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.

AI dev
Stack
Python pytest Starlette PEP 517
GitHub topics
#agent-readiness #ai #cli #linter #llm #llms-txt
Updated
2026-03-17
Lists
1 list mention
First commit
2026-02-18
License
MIT
Issues
0 open
Sign in to like hanselhansel/context-cli
4
stars
Forks
2
Commits
330 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
HanSur94/matlab-mcp-server-python

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

AI dev
Stack
Python pytest Starlette PEP 517 pip
GitHub topics
#agent #ai #matlab #mcp #model-context-protocol #python
Updated
2026-07-13
Lists
1 list mention
First commit
2026-03-12
License
MIT
Issues
2 open
Sign in to like HanSur94/matlab-mcp-server-python
4
stars
Forks
0
Commits
334 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
cipherfoxie/sovereign-mcp

MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.

Stack
Python FastAPI pytest Starlette PEP 517 uv
GitHub topics
#ai-agents #fastmcp #mcp #mcp-server #model-context-protocol #nvidia-dgx-spark
Updated
2026-07-20
Lists
1 list mention
First commit
2026-04-30
License
MIT
Issues
0 open
Sign in to like cipherfoxie/sovereign-mcp
3
stars
Forks
0
Commits
21 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
geovicco-dev/bhoonidhi-mcp

Search ISRO's Bhoonidhi satellite archive in plain language from any AI agent — a MCP server built on the bhoonidhi-downloader SDK.

Stack
Python pytest Starlette uv
GitHub topics
#ai-agents #bhoonidhi #claude #earth-observation #geospatial #gis
Updated
2026-10-02
Lists
2 list mentions
First commit
2026-08-18
License
MIT
Issues
2 open
Sign in to like geovicco-dev/bhoonidhi-mcp
3
stars
Forks
0
Commits
40 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
HuntsDesk/ve-gws

Google Workspace MCP that actually writes. 28 tools across Docs/Slides/Sheets/Drive — markdown-to-Docs, smart chips, data validation, recursive folder copy, revision restore.

AI dev
Stack
Python FastAPI pytest Starlette uv
GitHub topics
#ai-agents #anthropic #claude-code #google-docs #google-drive #google-sheets
Updated
2026-04-19
Lists
1 list mention
First commit
2025-04-27
License
MIT
Issues
Disabled
Sign in to like HuntsDesk/ve-gws
2
stars
Forks
0
Commits
1,938 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub