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 totalGraphicle
Graphicle-AI/graphicle
Code graph and project memory for coding agents, cited to exact files and lines, on your machine.
EVMole
cdump/evmole
Local structured analysis of deployed EVM runtime bytecode
Lighthouse
priyankark/lighthouse-mcp
MCP server for Google Lighthouse performance metrics
Superserve
superserve-ai/superserve
MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs
DB
FreePeak/db-mcp-server
MySQL and PostgreSQL access: query execution, transaction management, schema exploration, query building and performance analysis.
Web Search
pskill9/web-search
Web search using Google search results.
OpenAccountants
openaccountants/openaccountants
Open-source accounting skills reviewed by licensed accountants, covering income tax, VAT and payroll by country, US state and Canadian province.
Actual Budget
s-stefanov/actual-mcp
MCP server exposing Actual Budget accounts, transactions, budgets and reporting to LLM assistants.
Search Console
saurabhsharma2u/search-console-mcp
Interact with Google Search Console and Bing Webmaster Tools.
Teams
InditexTech/mcp-teams-server
Microsoft Teams messaging: read, post and mention, and list members and threads.
GitKraken
gitkraken/gk-cli
A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more.
Binary Ninja
fosdickio/binary_ninja_mcp
Binary Ninja plugin and bridge for automating binary analysis and reverse engineering.
jordanburke/reddit-mcp-server
Reddit MCP server with full read/write - posts, comments, search, and content creation.
Zapier
zapier/zapier-mcp
Hosted MCP server connecting AI assistants to 9,000+ apps and 40,000+ actions via Zapier.
Beever Atlas
Beever-AI/beever-atlas
Team knowledge base turning Slack, Discord, Teams and Mattermost chats into a knowledge graph and wiki with cited answers, semantic search and expert finding.
Trello
delorenj/mcp-server-trello
MCP server for Trello boards with rate limiting, type safety, and comprehensive API integration.
CLI
wong2/mcp-cli
CLI tool for testing MCP servers.
Spec Driven Development
formulahendry/mcp-server-spec-driven-development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Droidmind
hyperb1iss/droidmind
Android device control, debugging, system analysis and UI automation, with a security framework.
Abell
abelljs/abell
AI tools related to Abell. Currently includes MCP of Abell
Code Context Engine
elara-labs/code-context-engine
Index your codebase. AI searches instead of re-reading files. 94% token savings.
Molio Knowledge Base
zhuzhaoyun/Molio
Read-only access to your Molio local knowledge base: search, read, browse, and AI Q&A.
Funplay Cocos
FunplayAI/funplay-cocos-mcp
stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funplay-cocos-mcp.
mu
micro/mu
News, web search, mail, markets, weather, places, files, calendar, contacts. 67 tools, one endpoint.
Bazi
cantian-ai/bazi-mcp
Bazi (Chinese astrology) charting and analysis.
classifier.dev
mrmps/classifier-dev
Sort up to 1,000 texts into your own labels with a calibrated confidence per answer. No API key.
Context
neuledge/context
Local-first documentation for AI agents. Offline, instant, private doc retrieval.
Droidline
KnifeLemon/Droidline
Let an AI agent see and use a real Android phone over Wi-Fi, without ADB or root.
Accessibility Agents
Community-Access/accessibility-agents
WCAG 2.2 scanners for web pages, Office, PDF, ePub and Markdown: contrast, axe, veraPDF and more.
Marm Memory
Lyellr88/marm-memory
Universal MCP Server with advanced AI memory capabilities and semantic search.
Brilliant Directories
brilliantdirectories/brilliant-directories-mcp
Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, and more.
Odoo
erpipe-org/mcp-odoo
Odoo MCP: gated writes, multi-instance. Free hosted: ERPipe (mcp.erpipe.com)
Log10x
log-10x/log10x-mcp
Rank log patterns by volume and cost, then compact (Splunk, self-managed Elasticsearch), tier down or offload the excess over each cap. Runs locally; no log data reaches log10x.
DeepSeek
DMontgomery40/deepseek-mcp-server
Official DeepSeek MCP server for chat, completion, model listing, and balance endpoints.
Store Builder
vuluu2k/sbuilder-mcp
Design, fill with real store data, render and publish Store Builder pages from an AI agent.
Alchemy
runekaagaard/mcp-alchemy
Access PostgreSQL, MySQL, MariaDB, SQLite, Oracle, SQL Server and more via SQLAlchemy, with schema and relationship inspection and large dataset analysis.
Finlab AI
koreal6803/finlab-ai
Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples.
Omnisearch
spences10/mcp-omnisearch
MCP server for integrating Omnisearch with LLMs
shaft
ShaftHQ/SHAFT_ENGINE
SHAFT browser automation, capture, and offline deterministic failure diagnosis
Apple Notes
RafalWilinski/mcp-apple-notes
Talk with your Apple Notes
Synaplan
metadist/synaplan
Self-hosted AI workspace: semantic RAG document search, long-term memory, and AI chat via MCP.
Network Sketcher (Local
cisco-open/network-sketcher
Local-first network design: create Cisco-style network master files, L1/L2/L3 topology diagrams, HTML viewers, device tables and AI context files.
12306
drfccv/mcp-server-12306
An MCP server that provides 12306 ticket query
Legal Sources
worldwidelaw/legal-sources
Search 18M+ legal documents worldwide — case law, legislation, and doctrine across 110+ countries.
Gsc
pijusz/mcp-gsc
Google Search Console MCP server — query performance, sitemaps, indexing & more
Claude Skills
K-Dense-AI/claude-skills-mcp
Search and use Claude Agent Skills from any model or client as if natively supported.
mcptoon
activeing123/mcptoon
Connect AI agents to MCP servers from one config synced across coding tools, served through one process with compact tool discovery and spec validation.
Odoo
ivnvxd/mcp-server-odoo
Connect to Odoo ERP for business data access, record management and workflow automation.
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.