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42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.

#23293
vibheksoni/stealth-browser-mcp

Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning.

Stdio
score
37
#23294
AmoyLab/Unla

🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.

Stdio
score
37
#23295
alpic-ai/skybridge

Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.

Stdio
score
37
#23296
apioo/fusio

Self-Hosted API Management for Builders

Stdio
score
37
#23298
doobidoo/mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Stdio
score
37
#23299
forloopcodes/contextplus

Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.

Stdio
score
37
#23300
kajisho5/ffmpeg-skill

Local video editor for coding agents: 42 FFmpeg tools with a machine-readable contract and an MCP server, for Claude Code, Cursor and Codex. Cut, captions, reframe, loudness, platform exports. No cloud, no API keys.

Stdio
score
37
#23301
AminForou/mcp-gsc

Google Search Console Insights with Claude AI for SEOs

Stdio
score
37
#23302
anysearch-ai/anysearch-mcp-server

Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.

Stdio
score
37
#23303
zzet/gortex

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local. Discord: https://discord.gg/39MFHu3J5d

Stdio
score
37
#23304
korotovsky/slack-mcp-server

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

Stdio
score
37
#23305
OpenAgentPlatform/Dive

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

Stdio
score
37
#23307
jau123/MeiGen-AI-Design-MCP

Discover inspiration and create images and videos with the latest AI models. Works with ChatGPT, Claude, Cursor, and other MCP clients.

Stdio
score
37
#23308
mex-memory/mex

Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.

Stdio
score
37
#23309
dineug/erd-editor

Design database schemas as ERDs in your browser, VS Code, JetBrains IDEs or Obsidian. Import SQL, DBML and GraphQL, export DDL and code, and let coding agents edit live over MCP.

Stdio
score
37
#23310
glidea/zenfeed

Make RSS 📰 great again with AI 🧠✨!! 数据打标请联系 glidea123 (数万并发随时狂飙)

Stdio
score
37
#23311
lucasastorian/llmwiki

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

Stdio
score
37
#23312
miscusi-peek/cheatengine-mcp-bridge

Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

Stdio
score
37
#23313
rulego/rulego

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

Stdio
score
37
#23314
datagouv/datagouv-mcp

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

Stdio
score
37
#23315
MiniMax-AI/MiniMax-MCP

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

Stdio
score
37
#23316
qdrant/mcp-server-qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

Stdio
score
37
#23317
PaperDebugger/paperdebugger

A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

Stdio
score
37
#23318
mxsm/rocketmq-rust

🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP, and AI-SRE capabilities.

Stdio
score
37
#23319
Azure/data-api-builder

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

Stdio
score
37
#23320
NPC-Worldwide/npcpy

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Stdio
score
37
#23323
ridafkih/keeper.sh

Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.

Stdio
score
37
#23324
Dataojitori/nocturne_memory

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.

Stdio
score
37
#23326
joey-zhou/xiaozhi-esp32-server-java

小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案

Stdio
score
37
#23327
jordanrendric/claude-video-vision

Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis

Stdio
score
37
#23328
sourcey/sourcey

Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.

Stdio
score
37
#23329
thetahealth/mirobody

Turn scattered health data into answers you can trace. Self-hosted AI health data engine for lab reports, wearables and genetics, with a built-in MCP server. Run it with Docker and one LLM key, or keep every model local on llama.cpp.

Stdio
score
37
#23330
caol64/wenyan-mcp

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

Stdio
score
37
#23331
study8677/repobrain

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

Stdio
score
37