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 totalRepoMapper
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.
Jobseek
colophon-group/jobseek
Search jobs and companies on Job Seek (jseek.co)
Music Studio
linxule/mcp-music-studio
ABC sheet music + Strudel live coding: songs, videos and live jam sessions in ext-apps widgets.
Glif
glifxyz/glif-mcp-server
Generate images, video, and audio with Glif's media-generation agent
NotebookLM
roomi-fields/notebooklm-mcp
Automate Google NotebookLM: Q&A with citations, audio podcasts, video, content generation, source management and notebook library.
Google Analytics
leonardosepulvedat/mcp-google-analytics
GA4 MCP that reads AND writes: reports, funnels, audits, and server-side events. 26 tools.
Pagespeed Insights
ruslanlap/pagespeed-insights-mcp
Google PageSpeed Insights, CrUX and Lighthouse analysis: page comparison, real-user data, batch runs, regression tracking, diagnostics and recommendations.
Deep Research
reading-plus-ai/mcp-server-deep-research
Autonomous deep research with structured query elaboration and concise reporting.
Financial Modeling Prep (fmpsdk)
daxm/fmpsdk
Financial Modeling Prep API as MCP tools — quotes, statements, prices, and ~240 endpoints.
Reversecore
sjkim1127/Reversecore_MCP
Security-first MCP server for reverse engineering, malware analysis, forensics, and SAST.
Glade
Glade-tool/glade-mcp
Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.
Ntfy
cyanheads/ntfy-mcp-server
Send, manage, and replay ntfy push notifications via MCP.
Embedded Debugger
adancurusul/embedded-debugger-mcp
Embedded debugging with probe-rs: ARM Cortex-M and RISC-V targets via J-Link, ST-Link and other probes.
Task Orchestrator
jpicklyk/task-orchestrator
Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates
Notion
danhilse/notion_mcp
Manage personal todo lists via Notion's API.
MongoDB Lens
furey/mongodb-lens
Full-featured MongoDB database integration.
TikTok
Seym0n/tiktok-mcp
TikTok integration for getting post details and video subtitles
Bitbybit CAD
bitbybit-dev/bitbybit
Bitbybit 3D parametric CAD API, version-exact, for coding agents: search, describe, examples, guide
Polymarket Toolkit
runesleo/polymarket-toolkit
Read-only Polymarket data tools for AI agents: profiles, PnL, market scans. No keys, no orders.
Gistpad
lostintangent/gistpad-mcp
Manage personal knowledge, daily notes and reusable prompts in GitHub Gists, as a companion to GistPad.
Opennutrition
deadletterq/mcp-opennutrition
Local search of foods, nutrition facts and barcodes in the OpenNutrition database.
AISIX AI Gateway
api7/aisix
Self-hosted MCP gateway fronting upstream servers with per-tool access control, guardrails, rate limits and usage logs; also proxies LLM and A2A agent traffic.
jDocmunch
jgravelle/jdocmunch-mcp
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
Walk Kcal
adexbn/walk-kcal
Turns walking distance into a meal calorie budget (450 kcal + 4 kcal per 80 m; 800 m ≈ +44 kcal, about half an apple). Lists nearby restaurants and their recommended dishes, marks each dish as fits-or-over the budget, and abstains instead of guessing. Map and recipe data are Chinese; McDonald's nutrition comes from the official China MCP.
FSB
fullselfbrowsing/FSB
Chrome extension plus MCP server that lets any MCP client drive your own signed in Chrome by reading the live DOM instead of screenshots, with no API key. 69 tools, session replay, and an encrypted credential vault.
Microcharts
ganapativs/microcharts/mcp
Word-sized charts (sparklines, bars, bullets and more) rendered to self-contained SVG with generated alt text, plus chart suggestions for a given question.
Yahoo Finance
narumiruna/yfinance-mcp
Get Yahoo Finance data using yfinance.
Microcharts
ganapativs/microcharts
Find, wire, and render microcharts — word-sized React charts with generated alt text.
Opentelemetry
traceloop/opentelemetry-mcp-server
Connect to any OpenTelemetry backend, such as Datadog, Grafana, Dynatrace or Traceloop.
Mengram
alibaizhanov/mengram
Agent memory with semantic, episodic and procedural types, a knowledge graph, Claude Code auto-save/recall hooks, smart triggers and multi-user isolation.
CrowdSentinels AI
thomasxm/CrowdSentinels-AI-MCP
AI threat hunting & incident response for Elasticsearch/OpenSearch with endpoint & network forensics
posterly
awpthorp/posterly-mcp-server
Validate, schedule, publish, and analyze social content across 18 platforms with posterly.
Remote Desktop Commander
desktop-commander/remote-desktop-commander
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Cogmemai
hifriendbot/cogmemai-mcp
Cloud-based persistent memory for Claude Code with semantic search, AI extraction and project scoping.
Gis
mahdin75/gis-mcp
Geospatial operations and transformations using GIS libraries.
Operational Ontology
gura105/operational-ontology
Operational ontology reference implementation: tools generated from a typed business domain model, with rule-checked, audited writes to systems of record.
Simple Arxiv
andybrandt/mcp-simple-arxiv
Search and read papers from arXiv.
Text Editor
tumf/mcp-text-editor
Line-oriented text file editor with partial file access to minimize token usage.
Mneme Memory
slow-stack/mneme
Cross-session memory for AI coding agents via six tools; local-first SQLite store.
Penguin Statistics
penguin-statistics/backend-next
Crowdsourced Arknights drop rates by stage and item, for the CN, US, JP and KR game servers
Shell
tumf/mcp-shell-server
Secure shell command execution.
Awesome Copilot
microsoft/mcp-dotnet-samples
An MCP server that stores Copilot customizations from the Awesome Copilot repository
Korea Stock
jjlabsio/korea-stock-mcp
Korean stock analysis using the OpenDART and KRX APIs.
Isaac Sim
omni-mcp/isaac-sim-mcp
Natural-language control of NVIDIA Isaac Sim, Isaac Lab, OpenUSD and more, via a server and an extension.
Openapi
ckanthony/openapi-mcp
Access any API through its existing OpenAPI documentation.
Meilisearch
meilisearch/meilisearch-mcp
Interact & query with Meilisearch (Full-text & semantic search API)
PayPal
paypal/agent-toolkit
The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact with different PayPal services.
Godot MCP Runtime
Erodenn/godot-mcp-runtime
Control running Godot 4 games via an injected bridge: input simulation, screenshots, UI discovery and live GDScript execution.
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.