Awesome List

Awesome Mcp Servers

A collection of MCP servers.

punkpeye/awesome-mcp-servers #ai #mcp
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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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480 repos matching these filters.

Latest repo push 2026-09-04

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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
2026-08-03
Lists
1 list mention
First commit
2021-08-16
License
Apache-2.0
Issues
115 open
Forks
127
Commits
7,936 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
26 open
Forks
154
Commits
4,960 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
sipyourdrink-ltd/bernstein

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run

AI dev
Updated
2026-08-09
Lists
6 list mentions
First commit
2026-03-27
License
Apache-2.0
Issues
80 open
Forks
94
Commits
4,233 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
aymericzip/intlayer

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

AI dev
Updated
2026-07-31
Lists
1 list mention
First commit
2024-03-27
License
Apache-2.0
Issues
18 open
Forks
123
Commits
6,798 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
agentic-box/memora

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

AI dev
Updated
2026-08-22
Lists
1 list mention
First commit
2025-09-19
License
MIT
Issues
2 open
Forks
74
Commits
419 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
200
Commits
1,338 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
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
67
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
2026-08-09
Lists
1 list mention
First commit
2025-04-28
License
Apache-2.0
Issues
3 open
Forks
29
Commits
1,086 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
flytohub/flyto-core

Flyto2 Core is the open-source execution kernel for automation and AI-agent workflows: 452 registry-backed modules, MCP-native transport, YAML recipes, evidence capture, replay, triggers, queue, versioning, and metering.

AI dev
Updated
2026-08-07
Lists
1 list mention
First commit
2025-12-04
License
Apache-2.0
Issues
2 open
Forks
84
Commits
507 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
domdomegg/airtable-mcp-server

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

Updated
2026-08-05
Lists
1 list mention
First commit
2024-12-12
License
MIT
Issues
2 open
Forks
134
Commits
139 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
2026-08-16
Lists
1 list mention
First commit
2025-09-28
License
MIT
Issues
1 open
Forks
31
Commits
230 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
1 open
Forks
79
Commits
119 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
FreePeak/db-mcp-server

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

AI dev
Updated
2026-07-28
Lists
1 list mention
First commit
2025-03-16
License
MIT
Issues
2 open
Forks
67
Commits
199 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
BlockRunAI/blockrun-mcp

Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.

AI dev
Updated
2026-08-21
Lists
1 list mention
First commit
2026-01-12
License
MIT
Issues
2 open
Forks
39
Commits
313 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
2026-08-23
Lists
1 list mention
First commit
2025-10-08
License
NOASSERTION
Issues
Disabled
Forks
53
Commits
294 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
32
Commits
603 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
2026-08-03
Lists
1 list mention
First commit
2026-03-09
License
MIT
Issues
2 open
Forks
37
Commits
343 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
2026-07-11
Lists
1 list mention
First commit
2025-09-08
License
MIT
Issues
0 open
Forks
26
Commits
384 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
24
Commits
16 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) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

Updated
2026-07-31
Lists
1 list mention
First commit
2025-03-06
License
Apache-2.0
Issues
33 open
Forks
35
Commits
255 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
2026-07-30
Lists
1 list mention
First commit
2026-02-10
License
Apache-2.0
Issues
27 open
Forks
27
Commits
633 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
freema/openclaw-mcp

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

AI dev
Updated
2026-07-26
Lists
1 list mention
First commit
2026-02-02
License
MIT
Issues
3 open
Forks
26
Commits
71 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history