Awesome List

Awesome Mcp Servers

A collection of MCP servers.

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

Tracked list growth

GitHub stars and default-branch commits for punkpeye/awesome-mcp-servers.

Latest scan 2026-07-17 10:49

Likes history

GitHub stars

Commits history

Default branch commits

Indexed repositories

474 repos matching these filters.

Latest repo push 2026-07-18

Filter this list

Search within Awesome Mcp Servers or narrow by ecosystem and project health.

Clear 1 refinement
Search mode
Tune results
More filters Topics, generated tags, stack, files, age, archive status, and growth.
Ecosystem
Files

Choose a suggestion or use commas to require multiple files.

Health

Uses known first-commit dates.

Momentum
Filters by observed commit-count growth over the repository's latest 7-day capture window. Repositories without a recent baseline are excluded.
Filters by observed GitHub star growth over the repository's latest 7-day capture window. Repositories without a recent baseline are excluded.
Reset filters
Highlighted

Open highlighted repo slot

Put your repository first

Promote a GitHub repo at the top of Awesome repository list views for 7 days.

ArcadeData/arcadedb

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

AI dev
Updated
2026-07-15
Lists
1 list mention
First commit
2021-08-16
License
Apache-2.0
Issues
70 open
Forks
121
Commits
7,493 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
weibaohui/k8m

一款轻量级、跨平台的 Mini Kubernetes AI Dashboard,支持大模型+智能体+MCP(支持设置操作权限),集成多集群管理、智能分析、实时异常检测等功能,支持多架构并可单文件部署,助力高效集群管理与运维优化。

AI dev
Updated
2026-06-20
Lists
4 list mentions
First commit
2024-10-11
License
MIT
Issues
24 open
Forks
154
Commits
4,960 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
aymericzip/intlayer

Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.

AI dev
Updated
2026-07-14
Lists
1 list mention
First commit
2024-03-27
License
Apache-2.0
Issues
17 open
Forks
121
Commits
6,740 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Canner/wren-engine

This repository has been merged into Canner/WrenAI under the core/ directory

Archived AI dev
Updated
2026-05-06
Lists
1 list mention
First commit
2022-05-09
License
Apache-2.0
Issues
72 open
Forks
198
Commits
1,338 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
sipyourdrink-ltd/bernstein

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

AI dev
Updated
2026-07-01
Lists
6 list mentions
First commit
2026-03-27
License
Apache-2.0
Issues
11 open
Forks
56
Commits
3,311 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
dannote/figma-use

Control Figma from the command line. Full read/write access for AI agents — create shapes, text, components, set styles, export images. 100+ commands.

AI dev
Updated
2026-07-03
Lists
1 list mention
First commit
2026-01-17
License
MIT
Issues
1 open
Forks
42
Commits
323 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
centralmind/gateway

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

Updated
2025-07-18
Lists
2 list mentions
First commit
2025-02-10
License
Apache-2.0
Issues
15 open
Forks
66
Commits
477 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
duriantaco/skylos

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/

AI dev
Updated
2026-07-16
Lists
1 list mention
First commit
2025-04-28
License
Apache-2.0
Issues
3 open
Forks
23
Commits
1,037 commits
Star growth, last 7 days
+9 +1.9%
Commit velocity, last 7 days
+2 +0.2%
cablate/mcp-google-map

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

AI dev
Updated
2026-07-08
Lists
1 list mention
First commit
2025-02-22
License
MIT
Issues
0 open
Forks
76
Commits
119 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
ankimcp/anki-mcp-server

A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.

AI dev
Updated
2026-07-04
Lists
1 list mention
First commit
2025-09-28
License
MIT
Issues
0 open
Forks
24
Commits
221 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
admica/FileScopeMCP

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua.

AI dev
Updated
2026-05-10
Lists
1 list mention
First commit
2025-03-27
License
NOASSERTION
Issues
1 open
Forks
33
Commits
603 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
mozilla/firefox-devtools-mcp

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol

AI dev
Updated
2026-07-07
Lists
1 list mention
First commit
2025-10-08
License
NOASSERTION
Issues
Disabled
Forks
43
Commits
242 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
hannesrudolph/mcp-ragdocs

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

Updated
2025-07-18
Lists
1 list mention
First commit
2024-12-12
License
MIT
Issues
Disabled
Forks
25
Commits
16 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
8b-is/smart-tree

Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with care by human + AI—accept no knock-offs.

AI dev
Updated
2026-06-03
Lists
1 list mention
First commit
2025-09-08
License
MIT
Issues
1 open
Forks
26
Commits
383 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
comet-ml/opik-mcp

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

Updated
2026-06-25
Lists
1 list mention
First commit
2025-03-06
License
Apache-2.0
Issues
26 open
Forks
33
Commits
253 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
fabio-rovai/open-ontologies

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.

AI dev
Updated
2026-07-10
Lists
1 list mention
First commit
2026-03-09
License
MIT
Issues
2 open
Forks
28
Commits
318 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
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
2026-06-17
Lists
1 list mention
First commit
2026-02-10
License
Apache-2.0
Issues
21 open
Forks
26
Commits
542 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
freema/openclaw-mcp

🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication

AI dev
Updated
2026-07-03
Lists
1 list mention
First commit
2026-02-02
License
MIT
Issues
2 open
Forks
27
Commits
69 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
bx33661/Wireshark-MCP

Wireshark-MCP,Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.

AI dev
Updated
2026-07-02
Lists
1 list mention
First commit
2026-02-07
License
MIT
Issues
1 open
Forks
20
Commits
71 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
2026-06-30
Lists
2 list mentions
First commit
2026-05-18
License
AGPL-3.0
Issues
1 open
Forks
10
Commits
661 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history