MCP server directory
54,478 MCP servers that connect AI assistants to tools and data, from the official MCP Registry and the community lists, updated every hour.
- 16 categories
- 34,699 remote servers
- Updated every hour
Relayio.github.mhcoen/mcp-relay
MCP relay server for Claude Desktop <-> Claude Code communication
Src To Kbgithub.com/vezlo/src-to-kb
Convert source code repositories into searchable knowledge bases using chunking, OpenAI embeddings and GPT-5 search.
Code Guardiangithub.com/phuongrealmax/code-guardian
Code refactoring engine: code analysis, hotspot detection, complexity metrics, persistent memory and automated refactoring plans.
Codemcpgithub.com/ezyang/codemcp
Coding agent with basic read, write and command line tools.
In Memoriagithub.com/pi22by7/In-Memoria
Cumulative memory and pattern learning for coding assistants, with local SQLite/SurrealDB storage for semantic codebase analysis.
Multi-MCPio.github.religa/multi-mcp
Multi-model AI orchestration MCP server with code review, compare, and debate tools.
Claude Debugs For Yougithub.com/jasonjmcghee/claude-debugs-for-you
VS Code extension and MCP server for language-agnostic automatic debugging via breakpoints and expression evaluation.
Oyemi MCPgithub.com/Osseni94/oyemi-mcp
Deterministic, lexicon-based semantic word encoding and valence analysis: word-to-code mapping, semantic similarity and synonym/antonym lookup.
MCPgithub.com/Webvizio/mcp
Converts website and web app feedback and bug reports into context-enriched developer tasks for coding agents via Webvizio.
Pixelle MCPgithub.com/AIDC-AI/Pixelle-MCP
Omnimodal AIGC framework that turns ComfyUI workflows into MCP tools without code, for text, image, sound and video generation, with a Chainlit web interface.
Kdbgithub.com/kindly-software/kdb
Time-travel debugger with bidirectional execution replay, hash-chain audit logging and SIMD-accelerated stack unwinding.
Sequa MCPgithub.com/sequa-ai/sequa-mcp
Gives AI coding tools context from your entire codebase and docs via Sequa.
RepoMappergithub.com/pdavis68/RepoMapper
Dynamic map of chat-related repository files with their function prototypes and related files, ranked by relevance, based on Aider's Repo Map.
RulesetMCPgithub.com/n8daniels/RulesetMCP
Keeps agents grounded in project rules: query coding standards, validate snippets and get task-specific guidance from version-controlled rule files.
Openapi To MCPgithub.com/bbonnin/openapi-to-mcp
Converts any OpenAPI/Swagger specification into MCP tools automatically.
Linggen - Local RAGio.github.linggen/linggen
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
Copilot MCP Servergithub.com/x51xxx/copilot-mcp-server
Connect an IDE or AI assistant to GitHub Copilot CLI for code analysis, review and batch processing.
Code Indexio.github.trondhindenes/code-index-mcp
Fast local source code searching using Zoekt trigram-based indexing
AionMCPio.github.kiransth77/aionmcp
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
Node Code Sandbox MCPgithub.com/alfonsograziano/node-code-sandbox-mcp
Run JavaScript snippets in isolated Docker sandboxes with on-the-fly npm dependency installation and clean teardown.
Microsoft Learn MCPcom.microsoft/microsoft-learn-mcp
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
Defenter Proxyio.github.Defenter-AI/defenter-proxy
Real-time semantic security for AI coding agents and MCP tools
MITRE ATT&CKio.github.luongnv89/mitre-mcp
MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK.
Periphery Code Auditio.github.zyntx-lab/periphery-mcp-server
Swift code analysis with Periphery - detect unused code and improve code quality
MCP Pointergithub.com/etsd-tech/mcp-pointer
Visual DOM element selector for coding agents: a Chrome extension and server bridge to capture page elements with Option+Click.
Sourcerer MCPgithub.com/st3v3nmw/sourcerer-mcp
Semantic code search and navigation that reduces token waste.
Octocode MCP - AI Context Platformio.github.bgauryy/octocode-mcp
AI code research platform. Search, analyze, and extract insights from any GitHub repository.
MCPgithub.com/var-gg/mcp
Enforces team naming conventions in AI-generated code.
Semgrepgithub.com/semgrep/mcp
Enable AI agents to secure code with Semgrep.
Devops MCP Webuigithub.com/elevy99927/devops-mcp-webui
Kubernetes operations via kubectl and helm through natural language, integrated with Open WebUI.
Jira MCP Servergithub.com/KS-GEN-AI/jira-mcp-server
Read Jira data via JQL and the API, and create and edit tickets.
Bug Detectorio.github.madhavi-opsera/bug-detector
Analyzes code for bugs, security vulnerabilities, and code smells
PRIMSgithub.com/hileamlakB/PRIMS
Python runtime interpreter that executes submitted code in an isolated environment.
MCP Orchestrogithub.com/khaoss85/mcp-orchestro
Task management for Claude Code with a visual Kanban board and orchestration for product teams and developers.
Roundtablegithub.com/askbudi/roundtable
Meta-MCP server that unifies AI coding assistants (Codex, Claude Code, Cursor, Gemini) behind one interface with automatic discovery and zero configuration.
QGIS MCPgithub.com/jjsantos01/qgis_mcp
Connects QGIS Desktop to Claude for prompt-assisted project creation, layer loading and code execution.
Ios MCP Code Quality Servergithub.com/a-25/ios-mcp-code-quality-server
iOS code quality and test automation: Xcode test execution, SwiftLint integration and failure analysis. Also runs as a CLI.
GitHub Repos Manager MCP Servergithub.com/kurdin/github-repos-manager-mcp
Token-based GitHub automation management. No Docker, Flexible configuration, 80+ tools with direct API integration.
GDBgithub.com/pansila/mcp_server_gdb
A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.
MailSandboxgithub.com/btafoya/mailsandbox
MailSandbox (a fork of Mailpit) is a fast, zero-dependency email testing tool & API with a web UI, SMTP server, Postmark API emulation, and MCP server for AI...
Simplememgithub.com/jcdickinson/simplemem
Simple memory for coding agents using DuckDB and VoyageAI.
Garmin Documentation MCP Servergithub.com/ztuskes/garmin-documentation-mcp-server
Offline Garmin Connect IQ SDK documentation with search and API examples.
MCP Gitlab Jiragithub.com/HainanZhao/mcp-gitlab-jira
GitLab and Jira: manage projects, merge requests, files, releases and tickets.
MCP Claude Codegithub.com/SDGLBL/mcp-claude-code
Implements Claude Code-like capabilities for code understanding, modification and project analysis.
MCP Shrimp Task Managergithub.com/cjo4m06/mcp-shrimp-task-manager
Task management for coding agents with task memory, self-reflection and dependency management.
Github Graphql MCP Servergithub.com/QuentinCody/github-graphql-mcp-server
Unofficial access to GitHub's GraphQL API for flexible queries on repository data, issues, pull requests and other resources.
Npm Package Docs MCPgithub.com/meanands/npm-package-docs-mcp
Up-to-date documentation for npm packages, fetched from the latest README in the package's GitHub repository.
Task Orchestratorgithub.com/EchoingVesper/mcp-task-orchestrator
AI-powered task orchestration and workflow automation with specialized agent roles, intelligent task decomposition, and seamless integration across Claude De...
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.