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.
3 039 servers
| server | description | tier | score | tools | |
|---|---|---|---|---|---|
| system1-agentsio.github.thinkflowlab/system1-agents · v | project System 1 decision models (Jev, Laya, Cua-S1) as brain for agents: Browser use, computer use, games and robotics |
other | 77 | unprobed | |
| agent-qaio.github.vostride/agent-qa · v | project Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catche… |
other | 77 | failed | |
| yantrikdb-serverio.github.yantrikos/yantrikdb-server · v | project Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Apache-2.0, ships as library / MCP server / HTTP cluster. |
other | 77 | unprobed | |
| ghostdeskio.github.yv17labs/ghostdesk · v | project Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker comm… |
other | 77 | unprobed | |
| web3-research-mcpio.github.aaronjmars/web3-research-mcp · v | project Local MCP server for deep crypto token research across CoinGecko, DeFiLlama and web search. Free, no API key. |
other | 76 | unprobed | |
| godot-agentio.github.aigengame/godot-agent · v | project Godot automation for AI agents to build and verify projects through a CLI, Agent Skill, or MCP server, with structured results, headless operations, and live runtime control. |
other | 76 | unprobed | |
| global-capacity-orchestrator-on-awsio.github.aws-solutions-library-samples/global-capacity-orchestrator-on-aws · v | project AI/ML and HPC at planetary scale. One API. Every Accelerator. Any Region. MIT-0 licensed |
other | 76 | unprobed | |
| tintins-chess-analysisio.github.chess-analysis-mcp/tintins-chess-analysis · v | project Stockfish + LLM chess coach: an MCP server and web board that explain your mistakes in plain English |
other | 76 | unprobed | |
| mysql_mcp_serverio.github.designcomputer/mysql_mcp_server · v | project A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases |
other | 76 | unprobed | |
| golfio.github.golf-mcp/golf · v | project Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents |
other | 76 | unprobed | |
| mnemo-cortexio.github.guymanndude/mnemo-cortex · v | project Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT,… |
other | 76 | unprobed | |
| mcp-jenkinsio.github.lanbaoshen/mcp-jenkins · v | project The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI inter… |
other | 76 | unprobed | |
| onedrive-cliio.github.lionello/onedrive-cli · v | project Command line interface and MCP for OneDrive |
other | 76 | unprobed | |
| publisherio.github.malloydata/publisher · v | project Publisher is the open-source analytics engine for Malloy. It lets you define data models once — and use them everywhere. |
other | 76 | unprobed | |
| turbo-flowio.github.marcuspat/turbo-flow · v | project The rules layer for AI-written code — rig-lite: a fail-closed cross-model review gate, a written constitution, git-versioned memory. Any harness, any repo. v1-4 were the agentic dev environment. |
other | 76 | unprobed | |
| trustgateio.github.neuraltrust/trustgate · v | project Open-source AI gateway for LLM and agent traffic — multi-provider routing, guardrails, semantic caching and MCP support. Written in Go. |
other | 76 | unprobed | |
| open-claude-in-chromeio.github.noemica-io/open-claude-in-chrome · v | project Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance. |
other | 76 | unprobed | |
| kisoio.github.oak-invest/kiso · v | project Publishing engine and MCP server for Open Knowledge Format (OKF) |
other | 76 | unprobed | |
| consensus-osintio.github.osint-experts-society/consensus-osint · v | project OSINT tool for username search, email lookup and phone intelligence. 7,900+ lookup modules standardised from 19 projects, with enriched results, evidence graphs and MCP integration. By the OSINT Exper… |
other | 76 | unprobed | |
| ai-toolkitio.github.pipefy/ai-toolkit · v | project MCP server, CLI, and agent skills for Pipefy. |
other | 76 | unprobed | |
| facebook-ads-library-mcpio.github.proxy-intell/facebook-ads-library-mcp · v | project MCP Server for Facebook ADs Library - Get instant answers from FB's ad library |
other | 76 | unprobed | |
| codebadgerio.github.qcri/codebadger · v | project 🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's structure and data flow through Joern Code Property Graphs (CPG… |
other | 76 | unprobed | |
| k8s-mcp-serverio.github.reza-gholizade/k8s-mcp-server · v | project Manage Your Kubernetes Cluster with k8s mcp-server |
other | 76 | unprobed | |
| runpod-plugins-officialio.github.runpod/runpod-plugins-official · v | project Official Runpod plugin for AI coding agents. Skills plus the hosted Runpod MCP server for managing pods, serverless endpoints, templates and volumes. Works with Claude Code, Codex and Gemini CLI. |
other | 76 | unprobed | |
| chardeskio.github.sayhi-bzb/chardesk · v | project A Unicode canvas for humans and AI. Draw diagrams, interfaces, and slides as editable text. |
other | 76 | unprobed | |
| spring-ai-playgroundio.github.spring-ai-community/spring-ai-playground · v | project Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and use them in Agentic Chat with RAG, human-in-the-loop approval,… |
other | 76 | unprobed | |
| code-assistantio.github.stippi/code-assistant · v | project An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode. |
other | 76 | unprobed | |
| observerio.github.superbasedapp/observer · v | project Track what every AI coding agent costs and see the limit coming. Per-session, per-model cost for Claude Code, Codex, Cursor and 37 more tools from your provider's own token counts, plus limit gauges, … |
other | 76 | unprobed | |
| seleneio.github.tercumantanumut/selene · v | project Selene is a desktop app that runs AI agents on your machine. Connect them to your WhatsApp, Telegram, Slack, or Discord. Write code, generate images, build personal assistants. All from one place. You… |
other | 76 | unprobed | |
| limoniio.github.thebanri/limoni · v | project Terminal UI engine for Go that tests can click and AI agents can drive (MCP). Zero-allocation rendering, immediate mode + Elm architecture, 3D, images, charts, accessibility, WebAssembly. |
other | 76 | unprobed | |
| rosettaio.github.tikoci/rosetta · v | project MCP Server with RouterOS docs + commands + products + changelogs, using SQLite-as-RAG, sourced from MikroTik |
other | 76 | unprobed | |
| best-of-mcp-serversio.github.tolkonepiu/best-of-mcp-servers · v | project 🏆 A ranked list of MCP servers. Updated weekly. |
other | 76 | unprobed | |
| twsemcpserverio.github.twjackysu/twsemcpserver · v | project 台灣證交所OpenAPI 的 MCP Server 同時整合部分即時報價和櫃檯買賣中心TPEx OpenAPI, 臺灣期貨交易所TAIFEX OpenAPI |
other | 76 | unprobed | |
| autocad-mcpio.github.u-c4n/autocad-mcp · v | project AutoCAD MCP server for AI agents (Claude, Cursor, any MCP client): 240+ tools to draw, edit and read DWG/DXF drawings. Live AutoCAD via COM, or headless with ezdxf — no AutoCAD needed. Mechanical shee… |
other | 76 | unprobed | |
| weather-mcpio.github.weather-mcp/weather-mcp · v | project Free, open-source MCP server giving AI assistants 17 weather tools — a one-call weather summary plus forecasts, alerts, air quality, marine, radar, lightning, rivers, wildfires, and historical data ba… |
other | 76 | unprobed | |
| memwhaleio.github.wuisabel-gif/memwhale · v | project Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and serves them over MCP. |
other | 76 | unprobed | |
| ebay-mcpio.github.yosefhayim/ebay-mcp · v | project Local MCP server that connects AI assistants to eBay seller APIs for listings, orders, and marketing, with OAuth setup. |
other | 76 | unprobed | |
| redd-archiverio.github.19-84/redd-archiver · v | project A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus. |
other | 75 | unprobed | |
| 2captcha-mcpio.github.2captcha/2captcha-mcp · v | project 2Captcha MCP server for AI agents with web search, web scraping, browser automation, captcha solving, and scalable web data collection. |
other | 75 | failed | |
| knowledge-graph-systemio.github.aaronsb/knowledge-graph-system · v | project Kappa Graph — κ(G). A semantic knowledge graph where knowledge has weight. Extracts concepts, measures grounding strength, preserves disagreement, traces everything to source. |
other | 75 | unprobed | |
| obsidian-sync-vault-ceio.github.abcamus/obsidian-sync-vault-ce · v | project A cloud-first Obsidian vault: zero-space VFS keeps files in your cloud drive, local storage near zero, and 4K video streams on demand. Encrypted multi-device sync for Baidu/Aliyun/Quark/WebDAV/S3, wit… |
other | 75 | unprobed | |
| flareio.github.algonorhythm/flare · v | project The graph based agentic IDE |
other | 75 | unprobed | |
| adobepremierepromcpio.github.ayushozha/adobepremierepromcp · v | project An open-source bridge between AI assistants and Adobe Premiere Pro, for supported editing workflows. Go, Rust, Python, and TypeScript. |
other | 75 | unprobed | |
| debug-log-analyzer-mcpio.github.certinia/debug-log-analyzer-mcp · v | project Apex Log MCP Server - AI-powered Salesforce Apex debug log analysis. Find performance bottlenecks, slow methods, SOQL bottlenecks, and governor limit issues. |
other | 75 | unprobed | |
| nyxidio.github.chronoaiproject/nyxid · v | project Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies requests, injects credentials automatically, punches through NAT to reach localhost services, and wraps REST APIs as … |
other | 75 | unprobed | |
| ai-companyio.github.cronusl-1141/ai-company · v | project Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashb… |
other | 75 | unprobed | |
| mcp-logseqio.github.ergut/mcp-logseq · v | project MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph. |
other | 75 | unprobed | |
| qanatio.github.fidetolabs/qanat · v | project An MCP server that turns filings and prices into valuation indicators, and tests each one inside its own industry. Connect it to your agent and ask. |
other | 75 | unprobed | |
| mcp-ms-office-documentsio.github.forlegalai/mcp-ms-office-documents · v | project MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx) |
other | 75 | unprobed | |
| mcp-prometheusio.github.giantswarm/mcp-prometheus · v | project |
other | 75 | unprobed |