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 totalRegPulse Compliance Oracle
Read-only US food license data: verified state food rules, Florida license lookup and renewal dates.
RelayDesk
Operate explicitly paired computers, servers and VMs: files, commands, logs and troubleshooting.
Relvato
Real-browser website monitoring, deepest on WordPress & WooCommerce: run checks, read results; tools need a free key.
ReMCP
Remote access to paired computers: files, terminals, screenshots, search, and processes.
RemoveDuplicates.org
Remove duplicate lines or CSV/TSV rows; stateless, text is never stored.
RemplirPDF
French rental documents (leases, rent receipts, inventories, notices) filled and returned as PDFs.
Renamify
Smart, case-aware search & replace for codebases. Provides atomic renaming of symbols, files, and directories with full undo/redo. The MCP server lets AI assistants plan, preview, and apply rename operations safely, handling all naming conventions (snake_case, camelCase, PascalCase, etc.) automatically.
Render
Deploy and inspect Render services, databases, and logs.
Renor
Private memory for your AI agents: save and recall facts and notes across Claude Code, Codex, Cursor and ChatGPT.
ReplyNodes
Web search, extraction and public-data tools for agent research.
Repo Map
🐧 🪟 🍎 - An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat
ReportGem 报告驿站
Search 16M+ global investment bank reports, filings, earnings-call notes and charts; read cited source passages.
Research Methods Library
Study designs, assumptions, runnable R and Python code, and citations from research methods textbooks.
Resend
Send transactional email and manage sending domains.
RestaurantDoctorAI Profit Check
Free 12-question restaurant profit check that returns a grade and the biggest money leak.
ResuMakeAi
Score a resume against a job description for ATS parsing, match percentage, and missing keywords.
ResumeQuick
Job search in your AI client: resumes, tracked jobs with fit analysis, daily job matches, mock interviews and offers.
Revdoku
Discover file storage and incoming email tools; reading or changing private files and mail requires OAuth.
Review Board
ly8427/mcp-review-board
Localhost review board where different coding agents (Claude Code, Codex, OpenCode, Trae, ZCode) review each other's work: objections must state flip conditions, revisions clear all verdicts, resolution requires the whole active quorum, and every vote is append-only audited. Ships its own audited self-review history as evidence. Install: pipx install mcp-review-board.
Rigshare
RPER2001/rigshare-mcp
Rent GPUs, robots, drones and construction equipment on RIGShare: quote, book, run remote sessions, publish listings and onboard equipment owners.
Ris ts
philrox/ris-mcp-ts
Access Austrian federal and state laws, court decisions and legal documents via the RIS (Rechtsinformationssystem) API.
Riskstate
likidodefi/riskstate-mcp
Deterministic risk governance for BTC and ETH trading agents: a five-level policy engine with position sizing, leverage limits and trade blocking.
Rius
Query AI agent traces, errors, cost and alerts, compare agent versions, and manage alert rules.
Roamzy
Buy and manage one global eSIM for 193 countries, billed per megabyte in USDT or USDC, no KYC.
Roar AI
Deploy apps from GitHub with databases and domains, manage API keys and spend, and call 200+ AI models.
Robot Skill Hub
Find pinned robot code and inspect source, compatibility and execution evidence.
Rokha
Search a registry of agent skills and MCP servers, run them for real with traces, and hire proven agents for USDC.
Roomvana
Browse room types and design styles, then get a Roomvana studio link with those options prefilled.
Rootly
Manage Rootly incidents, alerts, and on-call schedules.
Rootr
Read, search and write team docs, tables, issues and CRM records, with answers citing their source.
Ros
lpigeon/ros-mcp-server
Control robots by converting natural language commands into ROS or ROS2 control commands.
Rotate Pilot
FAA drone (Part 107) and pilot exam prep: practice questions, readiness diagnostic, METAR/TAF, drone airspace.
Roundtable
askbudi/roundtable
Meta-MCP server that unifies AI coding assistants (Codex, Claude Code, Cursor, Gemini) behind one interface with automatic discovery and zero configuration.
Routine Run
Start, plan and move step-by-step routines on your iPhone, review your week, and suggest changes you approve.
rows.page
Push CSV, JSON or Parquet from an agent and get a link a human can explore with filters, SQL and charts.
Rozkład PKP/PKS (rozklad
Rozkład PKP/PKS (rozklad-mcp)
Polish trains, PKS buses and city transit: journeys with changes, departures, live delays and fares.
ru Business
penmadebykisss/ru-business-mcp
Russian business data with no API key: company check by INN/OGRN in FNS EGRUL/EGRIP, Bank of Russia exchange rates and key rate, late-payment interest (Civil Code art. 395), production calendar with business-day math, and bank details by BIK.
ru Payroll
penmadebykisss/ru-payroll-mcp
Russian payroll calculator (2025-2026 rules): net/gross salary with progressive 13-22% income tax, employer contributions incl. SME/IT tariffs, vacation pay, sick pay and unused-vacation compensation; fully local, no API key.
Rumoro
Track brand, competitor and topic mentions across 16 sources, scored for relevance and intent; tools need sign-in.
Runescape
stefan-xyz/mcp-server-runescape
RuneScape and Old School RuneScape data: item prices, player hiscores and more.
RunVouch
Find out why an unattended run stalled or failed and read tamper-evident proof; needs a free key.
Runx
Search the skill catalog and inspect a skill's manifest, authority, and install command.
Rychlá Hypo
Czech mortgages: rates with APRC for 6 major banks, payment comparison and max loan per bank from income.
SalesBook by MaxedS
Search, rank and profile enterprise tech companies from sourced public evidence, with a published methodology.
Sanity
Query and mutate Sanity datasets and documents.
Sansfiction
fgbytes/sansfiction-mcp
Search the SansFiction book catalog by title, author, series or ISBN and manage a personal reading library: status, progress, ratings, reviews and collections.
Sato Hub
Search a scored index of crypto-agent tooling, then preflight a repo, package, endpoint or token.
Satring
toadlyBroodle/satring/mcp
Discover and compare L402 and x402 paid API services from satring.com, a curated Lightning and USDC API directory.
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.