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 totalPassbaton
leesgit/passbaton
Local session continuity across Claude Code, Codex CLI and Gemini CLI: context injection on start, compaction handover, memory, tasks and multilingual search.
Pumpswap
kukapay/pumpswap-mcp
Real-time token swaps and automated on-chain trading on PumpSwap.
Silicon Pantheon
haoyifan/Silicon-Pantheon
Turn-based strategy game where AI agents command armies on tactical grids while humans coach, with post-match reflections and learning across games.
spm
simpleswift/spm-mcp
iOS Swift Package Manager server written in Swift
SQL Query
andyWang1688/sql-query-mcp
Work with PostgreSQL and MySQL within clear boundaries: schema discovery, sampling, read-only queries and query-plan inspection.
Starknet
mcpdotdirect/starknet-mcp-server
Starknet blockchain integration: native tokens (ETH, STRK), smart contracts, StarknetID resolution and token transfers.
Supasidebar
auspy/supasidebar-mcp
Access and organize open tabs, bookmarks and recent links across macOS browsers via the SupaSidebar app.
Synapse
myelixlabs/synapse-mcp
Convert a codebase into a local AST knowledge graph that gives coding agents structural context for navigation and refactoring.
Telegram Bot
FantomaSkaRus1/telegram-bot-mcp
Covers the entire Telegram Bot API.
Topaz
TopazLabs/topaz-mcp
AI image enhancement (upscaling, denoising, sharpening) via the Topaz Labs API, with models such as Standard V2, Wonder 2, Bloom and Recover 3.
TuViMCP
nmhaaa3218/TuViMCP
Vietnamese Tử Vi horoscope calculation: traditional pattern evaluations, transit charts, auspicious date checking and chart rendering.
Webex
Kashyap-AI-ML-Solutions/webex-messaging-mcp-server
A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.
Yandex Wiki Search
dlbolshov/yandex-wiki-search-mcp
Yandex Wiki with full-text search: pages, comments, attachments and dynamic tables (grids), plus a read-only mode.
Yuque AI
yehuoshun/yuque-ai-mcp
Full-featured Yuque (语雀) MCP server with 62 fine-grained tools across 13 domains — documents, knowledge bases, TOC, search, statistics, notes, recycle bin, upload, boards, book stacks, web API, user and group management. Dual stdio + HTTP transport.
AgenticLedger
ShekharBhardwaj/AgenticLedger
Query the local Agentic Ledger flight recorder: agent sessions, costs, loop runs and stuck-loop flags captured by a transparent proxy.
Agentseal
JoeyBrar/agentseal-mcp
Action logs for AI agents: records every action in a SHA-256 hash chain as an audit trail.
AIFeed
denyn1/aifeed-protocol
AIFeed protocol tools: verify signed publisher manifests, fetch token-budgeted Markdown or MAKO pages, verify asset downloads and rank delta-index entries.
Amendor
deslay1/amendor-mcp
Let non-technical users request UI changes on your live site, then pull each request with its element and page into your coding agent to open a PR.
Apiverket
vinvuk/apiverket-mcp
Query Swedish public data through Apiverket, including company data, SCB statistics, weather, transport and more.
Archprint
Tommkruix/archprint
Report the architecture rules a TypeScript repo already follows, inferred from its import graph, with the evidence for each, and check whether a change breaks them.
Argus Retrieval
Khamel83/argus
Multi-provider search broker with automatic fallback, RRF ranking, content extraction and budget enforcement.
babelscribe
phonology024/babelscribe
Local speech-to-text and SRT/VTT subtitles for audio and video in 99 languages on your own AMD, NVIDIA, Intel or Apple GPU (whisper.cpp via Vulkan/CUDA/Metal), with an accurate mode using Thai and Hindi fine-tunes.
backscroll
soren-achebe/backscroll
Search, retrieve and diff the output of past terminal commands, recorded locally with exit codes, cwd and duration, with secret redaction by default.
Bamwor
bamwor-dev/bamwor-mcp-server
World geographic data from the Bamwor API: country statistics and cities with population, coordinates and timezone.
Central Intelligence
AlekseiMarchenko/central-intelligence
Persistent agent memory to remember, recall, forget and share, with semantic vector search and agent, user and org scoping.
Crawlgraph
pucilpet/crawlgraph-mcp
Backlink lookups, competitor gap analysis and outreach-target discovery over the public Common Crawl webgraph via CrawlGraph.
Gapbase
thevibepreneur/gapbase-mcp
Search a database of startup gaps by industry, role or keyword, each with the pain point, solution direction and a blueprint link. Works offline.
Gateway Scan
willianpinho/mcp-gateway-scan
Read-only static scanner that scores MCP and agent-gateway repos on RBAC, fail-closed behavior, supply chain, observability, cost and secrets handling.
Github Gist
ofershap/mcp-server-github-gist
Create, read, update, list and search GitHub Gists.
Githunt
githunt-agent/githunt-mcp
Search, rank and analyze GitHub developers for tech recruiting by location, role and skill, with AI scoring and contact discovery.
Google Tasks
A1-x-Tech/mcp-google-tasks
Google Tasks API: manage task lists, and create and organize tasks with due dates, notes and subtasks.
GuruPDF
GuruPDF/gurupdf-mcp
Convert, compress, merge, split and OCR PDFs, and convert between Word, Excel, PowerPoint, image, ebook and video formats via the GuruPDF API.
gut
Kungie/gut
Judgment calls on small, cheap models: yes/no, pick-one and rate questions about any text, answered YES, NO or UNSURE. Runs on TypeSafe's Jev, open models on Ollaya, Ollama or a local NLI model; each judges up to 1,000 texts per call.
Hermes Action Bridge
TheBlueHouse75/hermes-action-bridge
Delegate real-world actions to Hermes Agent: research, browser workflows, messaging, scheduling and skills, with risky actions requiring approval.
hledit
dabito/hledit-mcp
Hash-anchored file edits: read files with line anchors, validate anchors against current content and reject stale writes.
Human Survey
sunsiyuan/human-survey
Feedback collection for AI agents: create surveys from JSON schema, collect structured responses from groups of people and retrieve aggregated results.
Jitapi
nk3750/jitapi
Discover and call API endpoints from OpenAPI specs using semantic search and dependency graphs, planning multi-step workflows without loading entire specs.
Klaket
huseyinstif/klaket
Local video understanding: word-timestamped transcripts, speaker labels, scenes, chapters and moment search from any video URL or file.
Krimto
krimto-labs/krimto
Team memory for coding agents stored as Markdown in git, with user, team and org access levels and hybrid SQLite/sqlite-vec retrieval.
Magic Master
denisok-ai/magicmaster-mcp
Audio mastering with LUFS and true peak targets for Spotify and podcasts, Suno/Udio AI-fingerprint removal and a mastering passport in chat.
Marketplace
llmops-pro/marketplace-mcp
Run a Shopstr or Nostr marketplace storefront: create and update stalls and products in both NIP-15 and Shopstr's NIP-99-based listing formats.
Model
sharafutdinovdi/revit-model-mcp
Read a live Autodesk Revit model (elements, parameters, views, warnings, PNG exports); model changes are opt-in, with dry runs and post-commit verification.
MusclesWorked
csjoblom/musclesworked-mcp
Exercise-to-muscle mapping: look up muscles worked by exercises, analyze workouts for gaps and find alternative exercises ranked by muscle overlap.
n8n Pro
helbertparanhos/n8n-pro-mcp
Manage self-hosted n8n, including queue mode: workflows, executions, tags, credentials, variables, projects, users, security audits and health monitoring.
NerdyChefs Prompts
mayeu20/nerdychefs-mcp
Search and browse the NerdyChefs.ai prompt library by task, open prompt packs or pick a random prompt.
OpenSDR
arif-js/opensdr-mcp
Open-source AI SDR on your own API keys: Apollo prospecting, Apollo→Hunter email waterfall, Tavily/Exa buying signals with sources, grounded outreach briefs, and preview-and-confirm staging into Instantly and HubSpot.
Ossian
dockndevai/ossian-mcp
RAG over your own documents with cited passages, plus durable agent memory ranked by relevance, importance and recency; read-only by default.
Overseer Nvim
impossiblecode/overseer-nvim-mcp
Runs long-running commands a coding agent starts in Neovim (dev servers, watchers) as overseer.nvim tasks you can watch and stop from your task list.
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.