AI channel
MCP servers

Open-source MCP servers

MCP, the Model Context Protocol, is an open standard for connecting AI assistants to outside tools and data. An MCP server exposes something, such as a database, a browser, a GitHub account or a folder of files, as tools the assistant can call. Clients such as Claude Desktop, Cursor and VS Code load these servers.

How to choose

Check what a server can reach before you install it. One that can run shell commands or write files has all the power of the account it runs under, so prefer servers that ask for the narrowest access: read-only tokens and a single folder. Also check whether it runs locally over stdio or as a remote service you would have to trust.

Most-starred projects

217–240 of 581
dyoshikawa

rulesync

1,424

Rulesync is a developer tooling CLI that synchronizes AI agent rule sets, command templates, MCP settings, and ignore files with selective import/export flows for local and team workflows.

TypeScript
1,420

Live MCP control of the visible draw.io canvas for step-by-step scientific illustration in Codex.

JavaScript
tianma-if

edgeever

1,420

Serverless, 100% free, and open-source Evernote alternative on Cloudflare with native MCP | 0 AI Agent .

TypeScript
1,418

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

Python
browserwing

browserwing

1,412

BrowserWing turns your browser actions into MCP commands Or Claude Skill, allowing AI agents to control browsers efficiently and reliably. Say goodbye to slow, token-heavy LLM interactions — let agents call commands directly for faster automation. Perfect for AI-driven tasks, browser automation, and boosting productivity.

Go
designcomputer

mysql_mcp_server

1,391

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Python
justrach

codedb

1,380

Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.

Zig
kimsungwhee

apple-docs-mcp

1,377

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

TypeScript
1,370

基于AI的工作效率提升工具(聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆) | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

Java
yc-duan

fastctx

1,370

Fast, context-efficient repository tools for AI agents (MCP)

Rust
Dataojitori

nocturne_memory

1,355

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.

Python
spiculedata

saiku

1,322

Open-source semantic layer: one cube for Excel (MDX/XMLA), dashboards, and AI agents (MCP). Mondrian + Apache Calcite.

Java
sceneview

sceneview

1,320

AI-first 3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit) and the web. Opens glTF/GLB, 3MF, STL, OBJ and PLY on Android and USDZ on Apple, at real size in AR. An assistant reads llms.txt and writes code that compiles first try; also an MCP server and a ChatGPT/Codex plugin.

Kotlin
apecloud

ApeRAG

1,317

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

Python
slothflowlabs

duckle

1,297

Open-source ETL/ELT on DuckDB. Write, wire, or draw one pipeline: 350+ components, 160+ connectors, dbt, CDC, data quality, a Python API, and MCP for AI agents. Runs anywhere, no lock-in.

Rust
1,281

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

Python
mcpjungle

MCPJungle

1,259

One place to manage & connect to all your MCP servers

Go
pipeboard-co

meta-ads-mcp

1,259

Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required.

Python
ihor-sokoliuk

mcp-searxng

1,239

Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

TypeScript
thClaws

thClaws

1,222

Open-source AI agent harness in native Rust, GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.

Rust
vybenetwork

solana-mcp-vybe

1,221

Public Solana MCP registry metadata for Vybe Solana API

cinderline

northcinder

1,209

Open-source MCP server for comparing products and asking the buyer before purchase.

JavaScript
2akouwu

reverify

1,205

Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.

Python
Deuz-AI

Deuz-SDK

1,204

Zero-dependency TypeScript framework for production AI agents: durable execution, long-term memory, hybrid RAG, MCP tool calling, human-in-the-loop approval, planning and CodeAct sandboxes. One streaming API for Claude, GPT, Gemini, Grok, Mistral and DeepSeek — Node, Bun, Deno, serverless and edge.

TypeScript