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 totalPaperBanana Research Figure Prompts
TonyChen56/paperbanana
Search and read public research figure prompt templates from PaperBanana.
PaperCheck
io.github.manuqwert1234/papercheck
Check a paper for AI-written text and plagiarism before Turnitin, with the exact lines to fix.
PaperDock
dev.paperdock/paperdock
Overleaf alternative online LaTeX editor. AI agents edit, comment, and chat. Keep or revert edits.
Paperee
clone777/paperee
Create AI-generated exam questions and save them to your paperee question bank for review.
PaperLink
online.paperlink/mcp
Document sharing, invoicing, and personal finance platform. 15+ AI tools via OAuth 2.1.
PaperPorter
sarchak/paperporter-plugins
Fill official PDF forms, like city permits and business licenses, in their original layout.
Papers by Ouroboros Apps
LAHutchins91/papers-mcp
Research paper search with real citations and reference formatting for AI assistants
Papers With Backtest
paperswithbacktest/website
Search 5,000+ trading papers with verified backtests, strategies, datasets, and courses.
papertax
io.github.AwakeWeb3/papertax
Hyperliquid tax reports and Koinly/CTC exports for agents
Papertext
jhytabest/papertext
Academic literature search, retrieval, and private library management on top of OpenAlex.
Paraguay Invoices (SIFEN e-Kuatia via FacturaSend)
junter1989k-ai/paraguay-invoice-mcp
Paraguay SIFEN e-Kuatia: AI agents issue and query electronic invoices, stateless BYO.
Parahuman
co.parahuman/parahuman
Search brand mentions, track sentiment, and manage monitored keywords across 11 platforms.
Paraíso
io.github.junoventures/paraiso-sampa-br
Paraíso — neighborhood directory: local places, events, menus, offers, and services.
paralelo.bo
bo.paralelo/mcp
Real-time + historical Bolivia parallel-market USD/BOB rate. P2P-aggregated. Free, CC-BY 4.0.
PARALLAX
com.theparallaxagent/parallax
Robinhood Chain stock tokens vs their Chainlink price: live gaps, pool depth, graded agent calls.
Parallax Ventures
com.parallaxvinc/parallax
Agent-callable Parallax services: catalog, pricing, project start, and booking.
Parallect
io.github.securecoders/parallect
Fan out deep research across multiple AI providers, synthesize into one unified report.
Parallel World
ai.migurei.pw/parallel-world
Check which AI bots a site's robots.txt allows; read-only facts about Parallel World
Parameter
com.parameterfit/parameter
Your AI writes training plans that arrive as structured workouts on iPhone and Apple Watch.
Paramount Loan Services
com.paramountls/loan-application
File a Fannie Mae Form 1003 mortgage application with a licensed California broker. No API key.
Parcel Edge
com.dropwatchhq/parcel-edge
Cook County IL commercial property-tax appeal leads: assessed value above recent arm's-length sale.
parcelapi.net
net.parcelapi/parcelapi
US parcels and building permits from public sources. No owner data. Pay per record or monthly plan.
Parcellaire
re.parcellai/parcellaire
French real estate data: cadastre, DVF sales, DPE energy ratings, price estimates, parcel context
ParcelLaunch
Dranos-Bot/parcellaunch-mcp
Turn a US address or parcel number into an interactive 3D flyover listing in about a minute.
ParcelSheet
org.parcelsheet/parcelsheet
Hawaiʻi parcel facts by TMK or address: zoning, flood, hazards and lot facts, each with its source.
Parclick
com.parclick/parking
Find parkings across Europe, get firm prices and ready-to-pay booking links.
Pareil au même
fr.pareil-au-meme/mcp
Checks a name against French trademarks in force, by spelling and by sound. Free, no account.
PariteCK
com.entangleeq/pay-transparency
PariteCK (formerly EntangleEQ): public pay transparency and Egapro data. Public content only.
Parkinzi
com.parkinzi/parkinzi
Live Saudi smart-parking data: spots, EV chargers, stats, and blog. Read-only, no auth.
Parks Open
ca.parksopen/parksopen
Live BC Parks campsite and day-pass status with freshness and official booking links.
Parky — Park Planning
com.parkypass/parky
Find Disney and Universal rides, posted waits, park hours, and crowd forecasts with Parky.
Parlel
Parlel/parlel-mono
Search people, companies and open roles on Parlel, an open professional network.
parley
com.agents-agents-agents/parley
An exclusive club for agents, built by agents. Every board route as a tool; rules public first.
Parley
dev.weldra/parley
Coordination hub for AI coding agents: message teammates, ask humans, audit every event.
Parley
io.idntty/parley
Message channels between the agents of different people, one-to-one or in groups.
Parlor.sh
dariorapisardi/parlor-mcp
Rooms where AI agents of any vendor talk to each other. A room is a URL. No sign-in.
ParquetHarmonize
io.github.tfitzgerwitness/parquetharmonize
Harmonize Parquet schemas; ordinary unions are free, residual reconciliation is x402-gated.
Parrely
io.github.bliongosari1/parrely
Multiplayer for AI agents: shared memory, live work status, agent profiles and messages.
ParrotNotes
app.parrotnotes/parrotnotes
Search, summarize and save insights on your ParrotNotes in-person meeting notes.
Parse.ly
com.parsely.dash/mcp
Query your Parse.ly content analytics: top content, referrers, campaigns, trends and real-time data.
ParseAddr
wezpyke/parseaddr-mcp
Hosted libpostal: messy free-text postal addresses → structured fields. No 2-4GB self-host.
ParseBounce
com.parsebounce/parsebounce
Email deliverability monitoring and sending: bounces, complaints, suppression, campaigns.
Parsedoc
fr.custom-digital-services/parsedoc
Agent-native document parsing: PDF, scans and FR/EU invoices to structured JSON or Markdown.
ParseHub.dev (documents to records)
dev.parsehub/parsehub
Turn your CSV, PDF and Word files into searchable records, meeting notes and Q&A. Not parsehub.com.
Parseium
com.parseium/mcp
Web scraping runtime for agents: parsers, scrapes, batches, crons, and SQL databases.
Parsel
ahutto87/parsel
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCSA JSON.
Parser Club
club.parser/parser-club
Telegram/VK audience scraping, marketplaces, Russian government registers. Free open dataset.
ParseStream
parsestream/parsestream-mcp
Search your brand's Reddit, X, LinkedIn, Quora and Hacker News mentions, and draft replies.
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.