Awesome List

Awesome Mcp Servers

A collection of MCP servers.

punkpeye/awesome-mcp-servers #ai #mcp
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90,869
README repos
3,035
Indexed repos
836
List commits
6,630
Forks
13,121
Open issues
2,700

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Latest scan 2026-07-17 10:49

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13 repos matching these filters.

Latest repo push 2026-07-17

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hileamlakB/Python-Runtime-Interpreter-MCP-Server

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

Updated
2025-10-15
Lists
1 list mention
First commit
2025-06-26
License
MIT
Issues
12 open
Forks
18
Commits
48 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
devroopsaha744/TexMCP

A small FastMCP-based Microservice that renders LaTeX to PDF. The server exposes MCP tools to render raw LaTeX or templates and produces artifacts

Updated
2025-11-09
Lists
1 list mention
First commit
2025-11-08
License
MIT
Issues
0 open
Forks
4
Commits
13 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
clouatre-labs/math-mcp-learning-server

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

AI dev
Updated
2026-07-14
Lists
1 list mention
First commit
2025-09-20
License
NOASSERTION
Issues
2 open
Forks
5
Commits
312 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
vdalhambra/financekit-mcp

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

Updated
2026-04-17
Lists
2 list mentions
First commit
2026-04-13
License
MIT
Issues
0 open
Forks
2
Commits
21 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
avisangle/method-crm-mcp

Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive tools.

Updated
2025-11-22
Lists
1 list mention
First commit
2025-11-22
License
MIT
Issues
1 open
Forks
4
Commits
3 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
cipherfoxie/sovereign-mcp

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

Updated
2026-06-10
Lists
1 list mention
First commit
2026-04-30
License
MIT
Issues
0 open
Forks
0
Commits
20 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
hkaanengin/opendota-mcp-server

MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.

Updated
2026-01-28
Lists
1 list mention
First commit
2025-10-08
License
Unknown
Issues
0 open
Forks
4
Commits
149 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
BlackMount-ai/blackmount-nlp-mcp

NLP without the bloat — sentiment, keywords, readability, summarization. No NLTK, no spaCy. Zero heavy dependencies.

Updated
2026-05-27
Lists
1 list mention
First commit
2026-03-26
License
MIT
Issues
0 open
Forks
0
Commits
15 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AIDataNordic/Food-Recipe-MCP

A production-grade semantic search server for food recipes — built for AI agents using the Model Context Protocol (MCP). Search across 50,000+ recipes with hybrid dense + sparse retrieval and cross-encoder reranking.

Updated
2026-06-09
Lists
1 list mention
First commit
2026-04-08
License
MIT
Issues
1 open
Forks
0
Commits
38 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history