Servers
MCP servers from the registry, REST APIs and open-source projects, at their latest versions: how each is reached, what it needs, and how it runs.
3 041 servers
| server | description | tier | score | tools | |
|---|---|---|---|---|---|
| mexio.github.mex-memory/mex · v | project Team memory for engineers and their AI agents. Lives in your repo. Shared through Git. |
other | 91 | unprobed | |
| tunnel-clientio.github.openai/tunnel-client · v | project Customer-run client for Secure MCP Tunnel: connect private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit without exposing them to the public internet. |
other | 91 | failed | |
| memtrace-publicio.github.syncable-dev/memtrace-public · v | project Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf. |
other | 91 | failed | |
| nginx-uiio.github.0xjacky/nginx-ui · v | project Yet another WebUI for Nginx |
other | 90 | unprobed | |
| drawio-skillio.github.agents365-ai/drawio-skill · v | project Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io architecture diagrams: incremental sync, multi-view pro… |
other | 90 | unprobed | |
| gpt-researcherio.github.assafelovic/gpt-researcher · v | project An autonomous agent that conducts deep research on any data using any LLM providers |
other | 90 | unprobed | |
| ghidra-mcpio.github.bethington/ghidra-mcp · v | project Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker … |
other | 90 | unprobed | |
| docker-androidio.github.budtmo/docker-android · v | project Android in docker solution with noVNC supported, video recording, mcp server and AI-agent |
other | 90 | unprobed | |
| douyin_tiktok_download_apiio.github.evil0ctal/douyin_tiktok_download_api · v | project 🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for posts, profiles, c… |
other | 90 | unprobed | |
| npcpyio.github.npc-worldwide/npcpy · v | project The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more. |
other | 90 | unprobed | |
| nucleario.github.nukeop/nuclear · v | project Streaming music player that finds free music for you |
other | 90 | unprobed | |
| rulegoio.github.rulego/rulego · v | project ⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go. |
other | 90 | unprobed | |
| rufloio.github.ruvnet/ruflo · v | project 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federa… |
other | 90 | unprobed | |
| blender-pluginio.github.scenario-labs/blender-plugin · v | project Scenario for Blender: AI images, video, 3D and PBR materials in the viewport, plus a local MCP server for agents. Blender 5.0+ extension, GPL-3.0-or-later. |
other | 90 | failed | |
| sourceyio.github.sourcey/sourcey · v | project Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own. |
other | 90 | unprobed | |
| mirobodyio.github.thetahealth/mirobody · v | project 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 kee… |
other | 90 | unprobed | |
| code-graph-ragio.github.vitali87/code-graph-rag · v | project The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs |
other | 90 | unprobed | |
| auto-claude-code-research-in-sleepio.github.wanshuiyin/auto-claude-code-research-in-sleep · v | project ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi… |
other | 90 | unprobed | |
| xiaozhi-esp32-serverio.github.xinnan-tech/xiaozhi-esp32-server · v | project 本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server. |
other | 90 | unprobed | |
| xiaohongshu-mcpio.github.xpzouying/xiaohongshu-mcp · v | project MCP for xiaohongshu.com |
other | 90 | unprobed | |
| skill_seekersio.github.yusufkaraaslan/skill_seekers · v | project Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection |
other | 90 | unprobed | |
| agentrqio.github.agentrq/agentrq · v | project AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude … |
other | 89 | unprobed | |
| alpaca-mcp-serverio.github.alpacahq/alpaca-mcp-server · v | project Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs |
other | 89 | failed | |
| yokaiio.github.ankorstore/yokai · v | project Simple, modular, and observable Go framework for backend applications. |
other | 89 | failed | |
| jupyter-mcp-serverio.github.datalayer/jupyter-mcp-server · v | project 🪐 🔧 Model Context Protocol (MCP) Server for Jupyter. |
other | 89 | unprobed | |
| buildwithclaudeio.github.davepoon/buildwithclaude · v | project A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw |
other | 89 | unprobed | |
| fast-agentio.github.evalstate/fast-agent · v | project Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support |
other | 89 | unprobed | |
| md2wechat-skillio.github.geekjourneyx/md2wechat-skill · v | project 面向 AI Agent 的微信公众号创作与发布 CLI：Markdown 排版、AI 配图、预览与草稿创建；支持由浏览器 Agent 保存知乎、CSDN、头条未发布草稿。 |
other | 89 | unprobed | |
| heymio.github.heymrun/heym · v | project Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure. |
other | 89 | unprobed | |
| hyperresearchio.github.jordan-gibbs/hyperresearch · v | project Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a persistent, searchable wiki that builds on itself. Hosted API + MCP: hyp… |
other | 89 | unprobed | |
| eddiio.github.labsai/eddi · v | project Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDP… |
other | 89 | failed | |
| design-extractio.github.manavarya09/design-extract · v | project Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Comp… |
other | 89 | unprobed | |
| slashdocsio.github.razorpay/slashdocs · v | project Give your agents the power to publish reviewable HTML documents. Self-hosted server + CLI + remote MCP; agents push, humans review with comments and versions. |
other | 89 | failed | |
| davinci-resolve-mcpio.github.samuelgursky/davinci-resolve-mcp · v | project MCP server integration for DaVinci Resolve Studio |
other | 89 | unprobed | |
| lean-ctxio.github.yvgude/lean-ctx · v | project LeanCTX — Context Gateway for AI Systems. Control what your AI can see. Open-source Engine for context selection, supported controls, and evidence. |
other | 89 | unprobed | |
| unlaio.github.amoylab/unla · v | project 🧩 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 n… |
other | 88 | unprobed | |
| utekeio.github.codecoradev/uteke · v | project 🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust binary, zero config, fully offline. |
other | 88 | failed | |
| wazuh-mcp-serverio.github.gensecaihq/wazuh-mcp-server · v | project Production-grade MCP server for Wazuh SIEM — 55 security tools for alert triage, threat hunting, vulnerability management, compliance (PCI DSS, GDPR, HIPAA, NIST CSF, ISO 27001) and active response. C… |
other | 88 | failed | |
| pctxio.github.portofcontext/pctx · v | project pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows. |
other | 88 | failed | |
| fliio.github.punitarani/fli · v | project Google Flights MCP, CLI and Python Library |
other | 88 | unprobed | |
| ripwireio.github.redhat-et/ripwire · v | project The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, qu… |
other | 88 | unprobed | |
| slackdumpio.github.rusq/slackdump · v | project Save or export your private and public Slack messages, threads, files, and users locally without admin privileges. |
other | 88 | unprobed | |
| mcp-proxyio.github.sparfenyuk/mcp-proxy · v | project A bridge between Streamable HTTP and stdio MCP transports |
other | 88 | unprobed | |
| google_workspace_mcpio.github.taylorwilsdon/google_workspace_mcp · v | project Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool |
other | 88 | unprobed | |
| flyenvio.github.xpf0000/flyenv · v | project Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtimes, databases, web servers, local sites, HTTPS, AI coding too… |
other | 88 | unprobed | |
| webclawio.github.0xmassi/webclaw · v | project Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server. |
other | 87 | unprobed | |
| agent-teams-aiio.github.777genius/agent-teams-ai · v | project You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/Open… |
other | 87 | unprobed | |
| trinityio.github.abilityai/trinity · v | project Self-hosted AI Agents Platform for AI Native companies. Claude Code, Codex, Gemini, OpenCode agents. Apache 2.0. |
other | 87 | unprobed | |
| memoraio.github.agentic-box/memora · v | project Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP. |
other | 87 | unprobed | |
| agentorio.github.celestoai/agentor · v | project Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent. |
other | 87 | ok |