Awesome List

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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242 repos matching these filters.

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alexei-led/k8s-mcp-server

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments

AI dev
Updated
2026-02-27
Lists
1 list mention
First commit
2025-03-25
License
MIT
Issues
2 open
Forks
38
Commits
111 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
alibaizhanov/mengram

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Updated
2026-09-09
Lists
1 list mention
First commit
2026-02-10
License
Apache-2.0
Issues
25 open
Forks
32
Commits
698 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
entanglr/zettelkasten-mcp

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

Updated
2025-04-25
Lists
1 list mention
First commit
2025-04-01
License
MIT
Issues
11 open
Forks
29
Commits
29 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
blackwell-systems/agent-lsp

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

AI dev
Updated
2026-10-15
Lists
2 list mentions
First commit
2026-04-06
License
MIT
Issues
5 open
Forks
19
Commits
1,560 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Patdolitse/piia-engram

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

AI dev
Updated
2026-09-01
Lists
2 list mentions
First commit
2026-05-18
License
AGPL-3.0
Issues
0 open
Forks
14
Commits
752 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
hidai25/eval-view

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

AI dev
Updated
2026-09-05
Lists
1 list mention
First commit
2025-11-17
License
Apache-2.0
Issues
2 open
Forks
25
Commits
816 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
askbudi/roundtable

Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface

Updated
2025-10-06
Lists
2 list mentions
First commit
2025-09-18
License
Unknown
Issues
8 open
Forks
18
Commits
30 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
ajitpratap0/GoSQLX

High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, multi-dialect, zero-copy, race-free

AI dev
Updated
2026-07-31
Lists
2 list mentions
First commit
2025-02-17
License
Apache-2.0
Issues
18 open
Forks
13
Commits
363 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
elvismdev/mem0-mcp-selfhosted

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

AI dev
Updated
2026-03-13
Lists
1 list mention
First commit
2026-02-16
License
MIT
Issues
11 open
Forks
45
Commits
45 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
stabgan/openrouter-mcp-multimodal

MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.

AI dev
Updated
2026-10-14
Lists
2 list mentions
First commit
2025-03-26
License
Apache-2.0
Issues
8 open
Forks
29
Commits
553 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
arthurpanhku/DocSentinel

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.

Updated
2026-10-05
Lists
1 list mention
First commit
2026-03-06
License
MIT
Issues
22 open
Forks
10
Commits
155 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
NameetP/pdfmux

PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently dropped. Verify signed manifests offline: free, MIT, no account. 0.903 on opendataloader-bench, #2 of 8 engines. 7-tool MCP server.

AI dev
Updated
2026-10-16
Lists
2 list mentions
First commit
2026-03-03
License
MIT
Issues
3 open
Forks
14
Commits
166 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Vortx-AI/emem

emem is the machine-maintained, external memory of our physical world a.k.a. Satellites for AI.

AI dev
Updated
2026-10-14
Lists
2 list mentions
First commit
2026-04-28
License
Apache-2.0
Issues
0 open
Forks
11
Commits
1,976 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
DareDev256/fcpxml-mcp-server

🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.

AI dev
Updated
2026-07-10
Lists
1 list mention
First commit
2026-01-18
License
MIT
Issues
2 open
Forks
12
Commits
174 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Battam1111/Myco

The living armor an AI agent inhabits: eternal devouring, eternal evolution, eternal amplification.

Updated
2026-08-12
Lists
1 list mention
First commit
2026-05-13
License
MIT
Issues
6 open
Forks
7
Commits
192 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
2026-09-01
Lists
1 list mention
First commit
2026-03-10
License
MIT
Issues
1 open
Forks
14
Commits
31 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
2026-09-09
Lists
1 list mention
First commit
2026-01-21
License
MIT
Issues
8 open
Forks
11
Commits
191 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
drolosoft/immich-photo-manager

MCP server and Claude Code plugin for self-hosted Immich: CLIP and OCR search, geographic albums, duplicates, people and faces, metadata repair, PDF photobooks. 94 tools, tested live on Immich 2.x and 3.x.

Updated
2026-09-03
Lists
1 list mention
First commit
2026-03-22
License
MIT
Issues
0 open
Forks
10
Commits
211 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.

AI dev
Updated
2026-08-15
Lists
1 list mention
First commit
2025-05-06
License
MIT
Issues
13 open
Forks
13
Commits
1,003 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
2026-09-22
Lists
2 list mentions
First commit
2026-04-12
License
Apache-2.0
Issues
212 open
Forks
144
Commits
953 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
arian-gogani/nobulex

Prior direction, kept rather than deleted. Signed, offline-verifiable receipts for AI agent actions, and a reference implementation of the OWASP Agentic Skills Top 10 AST09 receipt pattern. Nobulex is now the independent reliability registry for agent tools: github.com/arian-gogani/nobulex-registry

Updated
2026-09-10
Lists
1 list mention
First commit
2026-02-06
License
MIT
Issues
4 open
Forks
10
Commits
468 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
4 open
Forks
15
Commits
67 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
arvindand/maven-tools-mcp

MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation support.

AI dev
Updated
2026-09-06
Lists
1 list mention
First commit
2025-06-06
License
MIT
Issues
0 open
Forks
8
Commits
265 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history