MCP server directory

54,246 MCP servers that connect AI assistants to tools and data, from the official MCP Registry and the community lists, updated every hour.

  • 16 categories
  • 34,482 remote servers
  • Updated every hour

4,195 servers

medium-opsio.github.06ketan/medium-ops Medium CLI + 23-tool MCP server. Your IDE drafts replies. No API keys. pypi May 2026 Swagger MCP Bridgeio.github.Neo1228/swagger-mcp-bridge Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools. oci May 2026 convention.shsh.convention/mcp Ship production-ready TypeScript code in half the time, at half the cost. Remote May 2026 claude-webcacheio.github.theYahia/claude-webcache Cross-session WebFetch cache for Claude Code. Unlimited TTL by default, SQLite, MCP plugin. npm May 2026 Petsonalityio.github.nanami-he/petsonality An MBTI-powered terminal pet companion for Claude Code and OpenClaw. npm May 2026 Voice Bridgeio.github.dwarmerdam/voice-bridge Multi-engine TTS for AI coding assistants. 5 engines, free engine included. npmpypi Apr 2026 Appcircle MCPio.appcircle/appcircle-mcp MCP server for Appcircle mobile CI/CD platform. Remote Apr 2026 Coding Challenge Solutionsio.github.nikhil-bhat/cc-solutions Search coding challenge solutions by keyword and optionally filter by programming language oci Apr 2026 Afterpathsio.github.burnssa/afterpaths Session memory for AI coding agents. Search past sessions, extract rules, and track what works. pypi Apr 2026 Code Pathfinderdev.codepathfinder/pathfinder Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go. pypioci Apr 2026 Tnlgithub.com/janaraj/tnl TNL (Typed Natural Language): per-feature English contracts that coding agents can look up, propose edits to and verify implementations against. Community Apr 2026 eCFRio.github.1102tools/ecfr-mcp Electronic Code of Federal Regulations including FAR and DFARS. 13 tools. pypi Apr 2026 Caisse Enregistreuse MCP Servergithub.com/paracetamol951/caisse-enregistreuse-mcp-server Automate or monitor business operations: sales recording, POS software and CRM. Community Apr 2026 state-traceio.github.razroo/state-trace Bounded working memory for coding agents — typed nodes, current-vs-stale state, MCP-mountable. pypi Apr 2026 OmniGlyphio.github.aidi1723/omniglyph Local symbol ground truth MCP server for Unicode lookup and code-symbol linting. pypi Apr 2026 NexusTokenai.nexustoken/nexustoken-sdk Create/check agent tasks, discover capabilities, and run V2 Jobs on NexusToken. pypi Apr 2026 Pine Labs SDK API Documentation MCP Serverio.github.prakhargour10/utility-mcp-server List and fetch official Pine Labs SDK API documentation via MCP tools. oci Apr 2026 Bring Your AIai.bringyour/bringyour No-data MCP handoff for local Claude Code to Codex harness moves. $49 lifetime. Remote Apr 2026 E2b Sandbox MCPgithub.com/asif-nvc/e2b-sandbox-mcp E2B cloud sandboxes: create isolated Linux VMs, clone repos, run commands, manage files and perform git operations without touching the local machine. Community Apr 2026 xmp4 — Semantic code knowledge for your stackai.example4/xmp4 OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+. Remote Apr 2026 Spleraio.github.sohaibt/splera A/B testing for vibe coders: create, track, and ship experiments from your AI coding agent. npm Apr 2026 GameAnalytics Documentationcom.gameanalytics/analytics-docs Search GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics. Remote Apr 2026 Claude Code Explorer MCPio.github.divu2025/codemaster Explore the Claude Code CLI source — browse tools, commands, search code, and more. npm Apr 2026 Arezzoio.github.ConvergentMethods/arezzo Deterministic Google Docs API compiler. Your agent stops silently corrupting documents. pypi Apr 2026 Boyceio.github.boyce-io/boyce Deterministic SQL compiler for AI agents. Your agent stops guessing SQL. pypi Apr 2026 Railway MCPcom.railway/mcp Develop, manage, and debug Railway projects, services, and deployments from within agents. Remote Apr 2026 Hokmahio.github.davidangularme/hokmah AI Agent with Architectural Memory. Impact analysis (free), tests and code from the graph (pro). Remote Apr 2026 QTM4Jio.github.denis-platonov/qtm4j MCP server for QMetry Test Management for Jira (QTM4J) Open API. npm Apr 2026 Nanostores MCPio.github.Valyay/nanostores-mcp Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events, and search docs. npm Apr 2026 CodeCortexgithub.com/rushikeshmore/CodeCortex Persistent codebase knowledge for coding agents: symbols, dependency graphs, co-change patterns and architectural decisions extracted with tree-sitter. Community Apr 2026 Paper Lanternai.paperlantern/code Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs. Remote Apr 2026 Qiskit Code Assistant MCP Serverio.github.Qiskit/qiskit-code-assistant-mcp-server MCP server for the Qiskit Code Assistant intelligent code completion pypi Apr 2026 Tentra — Memory for AI Coding Agentsio.github.rdanieli/tentra Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools. Remote npm Apr 2026 EchoVault Memoryio.github.go-ports/echovault Local-first memory for coding agents; stores decisions, bugs, and context across sessions. oci Apr 2026 Chromium Style QR Code Generatorio.github.chromium-style-qrcode/mcp MCP server for generating Chromium-style QR codes with optional Dino logo or custom center image npm Apr 2026 Agent Blueprintio.github.agent-blueprint/mcp-server Explore and download AI agent blueprints as Agent Skills directories for coding agents npm Apr 2026 Helm MCPio.github.Kubedoll-Heavy-Industries/helm-mcp Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files. Remote Apr 2026 sncroio.github.scottconfusedgorilla/sncro Live browser debugging for AI assistants — DOM, console, network via MCP. Remote Apr 2026 Stitch Wandio.github.dilshaus/stitch-wand Design token tools for Google Stitch: convert, validate, diff, lint, generate, and export. npm Apr 2026 Jira MCPgithub.com/nguyenvanduocit/jira-mcp Atlassian Jira operations: issue management, sprint planning and workflow transitions. Community Apr 2026 Pt Edgegithub.com/grahamrowe82/pt-edge Tracks open-source AI projects across GitHub, PyPI, npm, Hugging Face, Docker Hub and Hacker News for discovery, comparison and trend analysis. Community Apr 2026 Typst MCPgithub.com/johannesbrandenburger/typst-mcp Typst typesetting tools: convert between LaTeX and Typst, validate Typst syntax and generate images from Typst code. Community Apr 2026 Code Analyze MCPio.github.clouatre-labs/code-analyze-mcp MCP server for code structure analysis using tree-sitter. mcpb Apr 2026 Minreestr MCPgithub.com/velvetway/minreestr-mcp Search the Russian software registry for import-substitution and FSTEC/FSB-certified products, with full-text search and manufacturer listings. Community Apr 2026 Boltworkio.github.Squidboy30/boltwork-mcp AI services via Bitcoin Lightning — PDF summarisation, code review, translation and more. pypi Apr 2026 Keployio.github.keploy/mcp End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic. Remote Apr 2026 AEO Scannerio.github.Convrgent/aeo-scanner AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free. Remote pypi Apr 2026 DirtSignalcom.dirtsignal/dirtsignal Florida property distress signals: code violations and recorded liens. Remote Apr 2026

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data. Last synced Oct 29, 2026.

Frequently asked questions

What is MCP?

The Model Context Protocol is an open standard that lets an AI assistant (Claude, ChatGPT, Cursor, an agent) call outside tools and read outside data through a "server". A remote server is a URL you add to your client; a local one runs on your computer from a package (npm, PyPI, Docker).

How do I add an MCP server to Claude or Cursor?

Open the server's page here and copy its configuration block into your client's MCP settings file, then restart the client. Remote servers need only the URL; local ones need Node (npx), Python (uvx) or Docker installed.

Are these servers safe?

Anyone can publish to the registry. A server can read what you give it access to and act on your behalf, so prefer servers with public source code from a publisher you recognise, and grant the smallest scope that works.