MCP server leaderboard
Ranked by GitHub stars plus monthly npm downloads.
- 1Markitdownmicrosoft/markitdown/markitdown-mcpConvert many file formats, local or remote, to Markdown for LLMs using MarkItDown.LocalFree193k
- 2Browser Usebrowser-use/browser-useBrowser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.Local + RemoteFree120k
- 3Storybookstorybookjs/storybook/mcpHelps agents write and test Storybook stories for UI components.LocalFree91k
- 4ScraplingD4Vinci/ScraplingWeb scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.LocalFree91k
- 5World Monitorkoala73/worldmonitorReal-time global intelligence across conflict, markets, energy, trade, shipping and cyber. 99 tools.RemoteAccount needed90k
- 6Netdatanetdata/netdataDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.Local + RemoteAccount needed81k
- 7Front-End Checklistthedaviddias/Front-End-ChecklistReview frontend code and live pages against 386 quality-gated web development rules.RemoteAccount needed75k
- 8Context7upstash/context7Up-to-date code documentation for LLMs and AI code editors.Local + RemoteAccount needed64k
- 9Hindsightvectorize-io/hindsightHindsight: long-term memory for AI agents modeled on human memory.LocalAccount needed57k
- 10Codebase MemoryDeusData/codebase-memory-mcpIndexes a repo into a persistent local knowledge graph of functions, classes, call chains, HTTP routes and cross-service links, using tree-sitter and LSP.LocalFree48k34k
- 1Browser Usebrowser-use/browser-useBrowser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.Local + RemoteFree120k
- 2World Monitorkoala73/worldmonitorReal-time global intelligence across conflict, markets, energy, trade, shipping and cyber. 99 tools.RemoteAccount needed90k
- 3Netdatanetdata/netdataDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.Local + RemoteAccount needed81k
- 4Front-End Checklistthedaviddias/Front-End-ChecklistReview frontend code and live pages against 386 quality-gated web development rules.RemoteAccount needed75k
- 5Context7upstash/context7Up-to-date code documentation for LLMs and AI code editors.Local + RemoteAccount needed64k
- 6Reactive Resumereactive-resume/reactive-resumeFree open-source resume builder with remote MCP tools for resumes and job applications.RemoteFree45k
- 7PuterHeyPuter/puterPuter MCP enables AI tools to interact with Puter: manage files, websites, workers, and moreRemoteAccount needed44k
- 8PostHogPostHog/posthogOfficial PostHog MCP Server for product analytics, feature flags, experiments, and more.RemoteAccount needed41k
- 9GitHubgithub/github-mcp-serverGitHub integration for repository management, pull requests, issues and more.Local + RemoteAccount needed34k
- 10Firecrawlfirecrawl/firecrawl-mcp-serverFirecrawl web scraping: search, scrape, crawl, map and extract structured data, with live browser interaction and website change monitoring.Local + RemoteAccount needed7.7k581k
- 1Markitdownmicrosoft/markitdown/markitdown-mcpConvert many file formats, local or remote, to Markdown for LLMs using MarkItDown.LocalFree193k
- 2Netdatanetdata/netdataDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.Local + RemoteAccount needed81k
- 3PosthogPostHog/posthog/mcpInteract with PostHog analytics, feature flags, error tracking and more.LocalAccount needed41k
- 4Playwrightmicrosoft/playwright-mcpPlaywright browser automation: interact with web pages through structured accessibility snapshots.LocalFree39k
- 5GitHubgithub/github-mcp-serverGitHub integration for repository management, pull requests, issues and more.Local + RemoteAccount needed34k
- 6Cuatrycua/cuaMCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.LocalFree31k
- 7Mastra/mastra-ai/mastraClient implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.LocalFree29k
- 8Mastra/mcp-docsmastra-ai/mastraProvides AI assistants with direct access to Mastra.ai's complete knowledge base.LocalFree29k
- 9Firecrawlfirecrawl/firecrawl-mcp-serverFirecrawl web scraping: search, scrape, crawl, map and extract structured data, with live browser interaction and website change monitoring.Local + RemoteAccount needed7.7k581k
- 10Semgrepsemgrep/semgrep/mcpScan code for security vulnerabilities using Semgrep.LocalAccount needed17k
Browse by category
All MCP servers
45,118 totalInstaller
anaisbetts/mcp-installer
Install other MCP servers.
Ros
robotmcp/ros-mcp-server
Connect AI models like Claude & ChatGPT with ROS robots using MCP
AKTools
akfamily/aktools
Search and fetch AKShare financial data (stocks, futures, funds, macro) from AI assistants
pm Claude Skills
mohitagw15856/pm-claude-skills
1310 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.
Superlog
superloglabs/superlog
Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.
Empryo
proxysoul/empryo
Search and read Empryo's documentation. Read-only, no auth, no local access.
WebPerf Snippets
nucliweb/webperf-snippets
Measure Core Web Vitals and debug web performance with 56 snippets in a headless Chromium
SoloMD
zhitongblog/solomd
Read and search a folder of Markdown notes: search, backlinks, tags, tasks, outlines, git history.
obsei
obsei/obsei
Self-hosted customer feedback with PII stripped at ingest: search, stats and themes with citations.
Tradememory Protocol
mnemox-ai/tradememory-protocol
Layered memory for AI trading agents (trades, patterns, strategy), supporting MT5, Binance and Alpaca.
AutoTS
winedarksea/AutoTS
Automated time series forecasting with model search, anomaly detection, and event risk analysis
Voicemode
mbailey/voicemode
Natural voice conversations for AI assistants - STT/TTS via MCP
Keeper.sh
ridafkih/keeper.sh
Keeper.sh calendar sync: read and book events, RSVP and find free time across synced calendars.
Measure
measure-sh/measure
Get to the root cause of mobile app crashes, errors & slow traces with Measure MCP
Best of Agent Harnesses
RyanAlberts/best-of-Agent-Harnesses
Agent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery.
MySQL
designcomputer/mysql_mcp_server
MySQL database integration with configurable access controls, schema inspection and security guidelines.
Harness
autonomous-ai/openharness
Start Claude Code and Codex agents the person can watch, wait for them and read their answers.
Mirobody
thetahealth/mirobody
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.
Sceneview
SceneView/sceneview
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
Anime Garden
yjl9903/AnimeGarden
Anime Garden MCP for anime torrent discovery.
emailmd
anypost/emailmd
Write and preview emails: render Markdown into email-safe HTML for Outlook and Gmail, lint drafts for deliverability and get a live preview link.
Commonly
Team-Commonly/commonly
Read Commonly pods and post as a Commonly agent you create, with a token from your Commonly account.
Wenyan
caol64/wenyan-mcp
Format Markdown articles with Wenyan and publish them to WeChat Official Accounts.
Bernstein
sipyourdrink-ltd/bernstein
Deterministic orchestrator for CLI coding agents such as Claude Code, Codex and Aider, with per-agent git worktrees, an audit trail and cost-aware routing.
Meta Ads Remote
pipeboard-co/meta-ads-mcp
Remote MCP server to interact with Meta Ads API - access, analyze, and manage Facebook, Instagram, and other Meta platforms advertising campaigns.
Deja vu
vshulcz/deja-vu
Local memory over session histories from Claude Code, Codex CLI and opencode: lexical search, session-start auto-recall, secret redaction and SSH sync.
Persome
Intuition-Lab/personal-model
Local-first personal memory and model server for trusted MCP agents on macOS.
ApeRAG
apecloud/ApeRAG
RAG platform combining Graph RAG, vector search and full-text search for building knowledge graphs and context engineering.
Jupyter
datalayer/jupyter-mcp-server
Interact with Jupyter.
Monitor
BetterDB-inc/monitor
Valkey and Redis observability: query real-time metrics, analyze slow commands, detect hot keys and investigate performance issues.
Ref
ref-tools/ref-tools-mcp
Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by ref.tools
Agent
rinadelph/Agent-MCP
Framework for building multi-agent systems that coordinate over MCP, with task management, shared context and RAG.
GoModel
ENTERPILOT/GoModel
Self-hosted gateway aggregating upstream MCP servers behind one authenticated HTTP endpoint.
Reticle
reticlehq/reticle
Verify a running web app from the inside over MCP: look, act, observe, assert. No screenshots.
FireCMS Cloud
firecmsco/firecms
Manage FireCMS Cloud from an AI agent: Firestore data, collections, schemas and users.
Power BI Authoring MCP Server (Local)
microsoft/powerbi-modeling-mcp
The Power BI Authoring MCP server lets an AI agent create and change Power BI semantic models.
Nautilus Compass Memory
chunxiaoxx/nautilus-compass
Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.
Figwright
awdr74100/figwright
Bidirectional Figma bridge: turn selections into framework-aware code reusing your components and tokens, or create frames, text, styles, variables and screens.
ArcadeDB
ArcadeData/arcadedb
Built into ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin and MongoDB QL support.
Gearboy
drhelius/gearboy
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
Magic Cloud
polterguy/magic
Generate secured CRUD APIs over your database, run SQL, manage files, tasks and a headless browser
Token Savior
Mibayy/token-savior
Structural code intelligence: navigate and edit code by symbol, with dependency graphs, call chains, dead code detection and structural diffs.
CRW Web Scraper
fastcrw/crw
Open-source web scraper for AI agents with scrape, crawl, and map tools
Hevy
chrisdoc/hevy-mcp
MCP server for managing workouts, routines, and exercise data through the Hevy API
Web Search
mrkrsl/web-search-mcp
A server that provides local, full web search, summaries and page extration for use with Local LLMs.
CPU Performance Engineering
usamahz/cpu-performance-engineering
A CPU performance engineering brain: a vetted reading list, benchmarks and cited source passages
AgentRQ
agentrq/agentrq
Task manager for AI agents. Orchestrate agents to achieve large goals in unified control plane.
CloudBase
TencentCloudBase/CloudBase-AI-ToolKit
Backend services for WeChat Mini Programs and full-stack apps: serverless cloud functions, databases and one-click deployment.
About MCP servers
What is an MCP server?
MCP (Model Context Protocol) is an open standard from Anthropic that lets AI assistants like Claude use external tools and data. An MCP server exposes a set of tools, for example "query this database" or "open this web page", that any MCP client (Claude Code, Claude Desktop, Cursor, VS Code, ChatGPT and others) can call.
What is the difference between local and remote MCP servers?
A local server runs on your machine and talks to the client over stdio; you install it with npx, uvx, Docker or from source. A remote server is hosted by the provider and you connect to it with a URL over Streamable HTTP, usually signing in with OAuth or an API key. Nothing to install.
Are MCP servers free?
Most MCP servers are free and open source. Many of them connect to a service that needs an account or API key (for example GitHub, Slack or a search API), and some hosted servers charge per call. Each listing here is labelled Free, Free server with account needed, or Paid service, estimated from its description.
How do I add an MCP server to Claude Code?
Use the claude mcp add command. For a remote server: claude mcp add --transport http <name> <url>. For a local npm package: claude mcp add <name> -- npx -y <package>. Every server page here has the exact command and an mcp.json snippet for other clients.
Where does this directory get its data?
It merges the official MCP Registry, the modelcontextprotocol/servers reference servers and the largest community lists (punkpeye/awesome-mcp-servers, awesome-remote-mcp-servers and wong2/awesome-mcp-servers), de-duplicated by repository, and is refreshed regularly.
How do I add my MCP server?
Submit it at claudecodeagents.com/mcp/submit, or have your agent POST it to /api/mcp/submit. Submissions are accepted automatically and go live straight away once a quick check confirms the repo or URL is a real MCP server.
Sources: modelcontextprotocol/servers, awesome-mcp-servers, awesome-remote-mcp-servers, wong2/awesome-mcp-servers, Official MCP Registry, Submitted by the author. Last updated 31 October 2026. Also see our Claude Code skills directory.