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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10067#data-ai3927#development1174#finance870#productivity809#devops-infra805#python552#gcp371
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Popular tags

Showing 24 of 10067 MCP tools

stdionpx
182 stars

superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 3mo ago
38 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
182 stars

@scorzeth/anki-mcp-server

An MCP server for Anki

Install Ready
unknownSynced 3mo ago
6 tools
Active/4mo ago/Medium signal
generalgeneral
stdionpx
182 stars

Jdocmunch Mcp

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

VerifiedInstall Ready
github-seedsSynced 3mo ago
45 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
181 stars

Mcp For Stata

Integrate Stata into your agent.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
11 tools
Active/3mo ago/Medium signal
generalgeneral
stdionpx
180 stars

Nacos Mcp Router

Install Ready
unknownSynced 3mo ago
5 tools
Active/3mo ago/Medium signal
generalgeneral
stdionpx
180 stars

@mux/mux-node

Official Mux API wrapper for Node projects, supporting both Mux Data and Mux Video.

VerifiedInstall Ready
list:awesome-mcp-servers-wong2Synced 3mo ago
6 tools
Active/3mo ago/High signal
generalgeneralnodejs
stdiosrc
179 stars

MCP Salesforce

MCP Salesforce connector

unknownSynced 3mo ago
2 tools
Active/3mo ago/Medium signal
generalgeneral
stdiodocker
179 stars

Mcp Scholarly

A MCP server to search for accurate academic articles.

unknownSynced 3mo ago
2 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
178 stars

@yolfi/agent

Yolfi Agent Kit SDK, CLI, and MCP server for AI coding agents.

VerifiedFreshInstall Ready
list:awesome-mcp-servers-punkpeyeSynced 1d ago
Active/1w ago/High signal
generalgeneral
stdiosrc
177 stars

Skunit

skUnit is a testing tool for AI units, such as IChatClient, MCP Servers and agents.

Verified
github-topic:mcpSynced 3mo ago
5 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
177 stars

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.

unknownSynced 3mo ago
20 tools
Active/3mo ago/High signal
generalgeneralpython
stdiosrc
176 stars

Isaac Sim Mcp

Isaac Simulation MCP Extension and Server

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpm
176 stars

gitwand

GitWand automatically resolves trivial Git merge conflicts — the ones that waste your time but don't need human judgment. Think of it as PhpStorm's magic wand, everywhere.

Verified
github-topic:mcpSynced 3mo ago
13 tools
Active/5d ago/High signal
generalgeneral
stdiodocker
176 stars

Mcp Access Point

Turn a web server into an MCP server in one click without making any code changes.

unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
176 stars

yuque-mcp

Yuque MCP Server - Model Context Protocol server for Yuque API

Install Ready
unknownSynced 3mo ago
4 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
175 stars

megamemory

Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
12 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
175 stars

Mcp Server Starrocks

StarRocks MCP (Model Context Protocol) Server

unknownSynced 3mo ago
8 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
174 stars

Gru Sandbox

Cli and MCP for gbox. Enable AI agents to operate Android/Browser/Desktop like human.

VerifiedInstall Ready
list:awesome-mcp-servers-wong2Synced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiosrc
174 stars

Maui Labs

Experimental and pre-release tools for .NET MAUI

Verified
github-topic:mcpSynced 3mo ago
4 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
174 stars

agentql-mcp

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

Install Ready
unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
174 stars

@mjyoo2/overleaf-mcp

Model Context Protocol (MCP) server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git. Compatible with Claude Desktop, Cursor, Windsurf, and any MCP client.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
4 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
173 stars

openclaw-mcp

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

Install Ready
unknownSynced 3mo ago
9 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
173 stars

Kinocut

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

VerifiedInstall Ready
github-topic:mcp-serverSynced 2mo ago
26 tools
Active/Today/High signal
generalgeneralpython
stdiosrc
173 stars

Meta_skill

Local-first skill management platform for AI coding agents: dual SQLite+Git persistence, semantic search, bandit-optimized suggestions, and MCP integration

Verified
github-topic:mcpSynced 3mo ago
4 tools
Active/3mo ago/High signal
generalgeneral
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