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 totalClaude FAF
Wolfe-Jam/claude-faf-mcp
Persistent project context in the .faf (Foundational AI-context Format), with project DNA and Podium scoring.
DocsMint
HiAi-gg/docsmint
Cloud or self-hosted knowledge workspace with hybrid document search, GraphRAG, and scoped MCP tools for reading and updating documents.
Knowl
dat999zx/knowl
Persistent local memory for coding agents that retires replaced facts at write time, so agents read the current answer; facts are typed with provenance.
PlaceCall
voygr-tech/placecall
Real phone calls to US businesses: book, ask, get quotes. Returns outcome and transcript.
Square
square/square-mcp-server
A Model Context Protocol (MCP) server for square
Shell
sonirico/mcp-shell
Run shell commands securely, auditably and on demand in isolated environments such as Docker.
Adr Analysis
tosin2013/mcp-adr-analysis-server
Architectural analysis for software projects: technology stack detection, ADR management, security checks, TDD workflow and deployment readiness validation.
Help Scout
drewburchfield/help-scout-mcp-server
Search Help Scout conversations, customers, organizations, threads, and inboxes with AI assistants
Pulsemcp
pulsemcp/mcp-servers
MCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.
reevesagents
mertkayacs/reevesagents
Spawn, read and steer AI coding CLIs (Claude Code, Codex, Kimi and more) in local tmux windows.
Revit
shuotao/REVIT_MCP_study
MCP Server for Revit integration - AI-Powered Revit Control
RvtMcp
bimwright/rvt-mcp
MCP gateway for Autodesk Revit 2022-2027 - toolset gating + Transaction-safe batch execution.
Cve Search
roadwy/cve-search_mcp
Query the CVE-Search API: browse vendors and products, get CVEs by ID and list the latest updated CVEs.
Sqlite Explorer Fastmcp
hannesrudolph/sqlite-explorer-fastmcp-mcp-server
Safe, read-only access to explore and query SQLite databases, with query validation.
Flowbite
themesberg/flowbite-mcp
AI assistance for Flowbite, the open-source UI framework based on Tailwind CSS.
flowR
flowr-analysis/flowr
Static dataflow analysis, program slicing, linting, and dependency extraction for R code.
Lifeos
edrisranjbar/lifeos
Self-hosted life OS: habits, goals, tasks, finances and notes over a token-protected API.
All in One Model Context Protocol
nguyenvanduocit/all-in-one-model-context-protocol
Developer toolkit: Confluence, Jira, GitLab, YouTube channel management, email, calendar, script execution, knowledge-base RAG and URL fetching.
Think
Rai220/think-mcp
Improve agent reasoning with the think tool described by Anthropic.
Video Analyzer
guimatheus92/mcp-video-analyzer
Video analysis: extract transcripts, key frames, OCR text and annotated timelines from Loom links and direct MP4 or WebM files.
doc-scraper
Sriram-PR/doc-scraper
Crawl documentation sites into local Markdown or JSONL corpora and serve them with offline BM25 search, page reads, freshness checks and crawl diffs.
AEC Model Bridge
Sam-AEC/aec-model-bridge
Revit MCP server: 200+ tools to read and edit BIM models, every change human-approved.
DesktopManager Windows Verification
EvotecIT/DesktopManager
Inspect and verify Windows x64 desktop apps through a local, read-only-by-default MCP server.
Nido
Josepavese/nido
Local QEMU VM manager with opt-in MCP event subscriptions for AI agents.
Sathergate Toolkit
sathergate/sathergate-toolkit
Cron jobs for Next.js. Serverless-native scheduling with retry support.
Predictive Maintenance
LGDiMaggio/predictive-maintenance-mcp
Industrial predictive maintenance: vibration analysis, bearing fault diagnosis (ISO 20816-3) and diagnostic reports.
Replicate Flux
awkoy/replicate-flux-mcp
Generate images via the Replicate API.
GLM
djerok/glm-mcp
Run GLM (Zhipu/Z.ai) as a sub-agent in Claude Code or GitHub Copilot with its own read/write/edit/run loop, Opus-vs-GLM routing and diff/dry-run oversight.
stalemap
Umair/stalemap
Tells coding agents which npm dependencies changed after their training cutoff, and what changed: ranked notes in AGENTS.md/CLAUDE.md, a post-edit guard that explains type errors caused by changed APIs, and a search_changes tool over type diffs, release notes and upgrade guides. npx stalemap setup --agent
Atlassian dc
b1ff/atlassian-dc-mcp
MCP server for Atlassian Bitbucket Data Center - interact with repositories and code
NVIDIA Elements
NVIDIA/elements
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.
pracht dev
JoviDeCroock/pracht
Inspect, verify, diff, and scaffold a pracht app's routes, API, and capabilities from its app graph.
UI5
UI5/mcp-server
MCP server for SAPUI5/OpenUI5 development
Victorialogs
VictoriaMetrics/mcp-victorialogs
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
Ads
amekala/ads-mcp
Manage Google, Meta, Amazon, TikTok, LinkedIn & ChatGPT ads. 430 tools for campaigns & analytics.
Dicom
ChristianHinge/dicom-mcp
DICOM integration to query, read and move medical images and reports from PACS and other DICOM-compliant systems.
FreightUtils
SoapyRED/freightutils-mcp
Freight tools: ADR dangerous goods, HS codes, LDM, CBM and chargeable weight calculators, duty estimation, airline codes and UN/LOCODE.
Excalidraw
debu-sinha/excalidraw-mcp-server
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
Flow Nexus
ruvnet/flow-nexus
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation
FrankenSurf
yail259/frankensurf
Read any web page and search the web: 28 tools, cheapest first, every page checked.
LuxAlgo
LuxAlgo/luxalgo-mcp-server
LuxAlgo for AI agents: the Library, prop firms, Market Trackers, Edge Stats, and your Trade Journal
Nibomo Flashcards
kirill-markin/flashcards-open-source-app
Read, write, and conversationally review open-source flashcards through split read/write MCP tools.
runx
runxhq/runx
The governed runtime for agent skills. Search the catalog and inspect a skill before running it.
OP.GG
opgginc/opgg-mcp
Real-time gaming data for League of Legends, TFT and Valorant: champion analytics, esports schedules, meta compositions and character statistics.
Needle
needle-ai/needle-mcp
Production-ready RAG out of the box to search and retrieve data from your own documents.
Oxylabs
oxylabs/oxylabs-mcp
Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.
Alpha Vantage
berlinbra/alpha-vantage-mcp
Fetch stock and crypto data from the Alpha Vantage API.
Platform AI
googlemaps/platform-ai
Google Maps Platform Code Assist MCP
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.