Awesome List

Awesome Mcp Servers

A collection of MCP servers.

punkpeye/awesome-mcp-servers #ai #mcp
List stars
93,925
README repos
3,492
Indexed repos
840
List commits
6,630
Forks
15,540
Open issues
3,787

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Latest scan 2026-09-03 10:49

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295 repos matching these filters.

Latest repo push 2026-09-04

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fr0gger/MCP_Security

This is a repository to experiment with MCP for security

Stack
Updated
2025-01-22
Lists
1 list mention
First commit
2024-11-27
License
Unknown
Issues
2 open
Forks
9
Commits
6 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
bintocher/mcp-superset

MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

Updated
2026-07-25
Lists
1 list mention
First commit
2026-03-10
License
MIT
Issues
1 open
Forks
13
Commits
29 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
cafferychen777/ChatSpatial

MCP server for spatial transcriptomics analysis through natural language interfaces.

Updated
2026-08-03
Lists
1 list mention
First commit
2025-05-06
License
MIT
Issues
13 open
Forks
12
Commits
968 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
DappierAI/dappier-mcp

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Updated
2025-06-27
Lists
1 list mention
First commit
2025-01-29
License
MIT
Issues
1 open
Forks
14
Commits
74 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AceDataCloud/SunoMCP

MCP server for Suno AI music generation, lyrics, and cover workflows via Ace Data Cloud.

AI dev
Updated
2026-08-05
Lists
1 list mention
First commit
2026-01-21
License
MIT
Issues
13 open
Forks
7
Commits
170 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
CodeLogicIncEngineering/codelogic-mcp-server

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

AI dev
Updated
2026-07-15
Lists
1 list mention
First commit
2025-04-02
License
MPL-2.0
Issues
5 open
Forks
16
Commits
158 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
gwbischof/free-will-mcp

This was a fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.

AI dev
Updated
2025-10-28
Lists
1 list mention
First commit
2025-05-25
License
MIT
Issues
1 open
Forks
12
Commits
26 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Abhigyan-Shekhar/Waggle-mcp

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

AI dev
Updated
2026-08-11
Lists
2 list mentions
First commit
2026-04-12
License
Apache-2.0
Issues
170 open
Forks
120
Commits
919 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
andybrandt/mcp-simple-timeserver

Simple MCP to give Claude ability to check current time as well as know when holidays are, what is the time distance between dates etc.

Updated
2026-02-18
Lists
1 list mention
First commit
2024-12-01
License
MIT
Issues
3 open
Forks
16
Commits
67 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
aywengo/kafka-schema-reg-mcp

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

AI dev
Updated
2026-06-24
Lists
1 list mention
First commit
2025-05-24
License
MIT
Issues
20 open
Forks
9
Commits
300 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
ammawla/encode-toolkit

MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments

AI dev
Updated
2026-07-26
Lists
1 list mention
First commit
2026-03-08
License
AGPL-3.0
Issues
2 open
Forks
5
Commits
53 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
damientilman/mailchimp-mcp-server

The most complete Mailchimp Marketing API MCP server: 227 tools across campaigns, audiences, reports, segments, automations and full e-commerce, with multi-account support and runtime-security guardrails (read-only, dry-run, audit, per-tool risk metadata).

Updated
2026-07-11
Lists
1 list mention
First commit
2026-03-06
License
MIT
Issues
0 open
Forks
8
Commits
74 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Data-Everything/mcp-server-templates

A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs.

Updated
2025-08-29
Lists
1 list mention
First commit
2025-07-22
License
NOASSERTION
Issues
4 open
Forks
5
Commits
134 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
delimit-ai/delimit-mcp-server

The merge gate for AI-written code, with signed, replayable attestation. Works across Claude Code, Codex, Cursor, and Gemini CLI.

Updated
2026-08-11
Lists
1 list mention
First commit
2026-03-09
License
MIT
Issues
1 open
Forks
4
Commits
456 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
kontext-security/attestable-mcp-server

Verify that any MCP server is running the intended and untampered code via hardware attestation.

AI dev
Updated
2026-05-20
Lists
1 list mention
First commit
2025-03-27
License
Unknown
Issues
4 open
Forks
8
Commits
18 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
abhiphile/fermat-mcp

🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.

Updated
2026-08-05
Lists
1 list mention
First commit
2025-07-19
License
MIT
Issues
9 open
Forks
7
Commits
57 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
brightlikethelight/networkx-mcp-server

🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration

Updated
2026-08-24
Lists
1 list mention
First commit
2025-06-27
License
MIT
Issues
44 open
Forks
5
Commits
275 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
grahammccain/chart-library-mcp

MCP server for Chart Library — visual chart pattern search engine. Find similar historical stock charts and see what happened next.

Updated
2026-06-10
Lists
2 list mentions
First commit
2026-03-25
License
MIT
Issues
0 open
Forks
1
Commits
50 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history