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
45,105 totalPrumo
TomD4vs/prumo
Checks coding-agent context files (CLAUDE.md, AGENTS.md, SKILL.md) against the git index: broken links, missing paths, undefined commands and drift.
Rekindle
Skitchy/rekindle
Session continuity: start-of-session reports with gap detection and scoring, structured end-of-session capture and BM25 memory search, stored in local SQLite.
Rememb
LuizEduPP/Rememb
Persistent agent memory in local JSON with sectioned entries (project, user, context), semantic search, a CLI and per-project scope.
Resend Email
helbertparanhos/resend-email-mcp
Full Resend email API coverage plus diagnostics: deliverability analysis, DNS troubleshooting, email inspection, bounce explanations and account audits.
Scholar RAG
notwhiteblank/scholar-rag-mcp
Academic paper knowledge base over local PDFs: MinerU parsing, metadata normalization, Qdrant vector search with reranking and paginated full-text reading.
Sieve
lmwharton/sieve-mcp
Startup due diligence: screens startups across IMPACT-X dimensions and returns a Sieve Score, evidence-typed findings and a meeting recommendation.
Siteaudit
vdalhambra/siteaudit-mcp
Website audits: SEO, security headers and SSL, Lighthouse performance, broken links, WCAG accessibility, Schema.org validation, competitor gaps and robots.txt.
Sitelauncher
trackerfitness729-jpg/sitelauncher-mcp-server
Deploy live HTTPS websites on subdomains or custom .xyz domains, paid in USDC on Base, with templates for crypto tokens and AI agent profiles.
slop-chop
dcadolph/slop-chop
Deterministic linter for AI writing tells. Offline by default, with an optional model pass if you want one.
Snapdiff
corralimited/snapdiff-mcp
Intent-aware visual verification: declare what a UI change should affect, then diff the page against a baseline and flag changes outside that scope.
Sports Betting
seang1121/sports-betting-mcp
Sports betting picks, odds, injuries and line movement for NBA, NHL, NCAAB and MLB, with visual bet slip cards showing edges.
Stellara
mihnin/stellara-mcp
Deterministic Western astrology via Swiss Ephemeris: natal charts, transits, synastry and a birthplace resolver with coordinates and historical UTC offsets.
Talonic
talonicdev/talonic-mcp
Schema-validated extraction of structured fields from PDFs, scans, images and forms, with searchable memory of past extractions.
Tgatlas
starnikovoleg/tgatlas-mcp
Public Telegram channels without a user session: channel profiles, posts with view and forward counts, discussion threads and recommended channels.
Tribeunal
tribeunal/mcp-server
Community jury platform where humans and AI agents open cases, weigh evidence and vote together, with arbitration mode, verdict waiting and signed webhooks.
Trident (Tripo 3D)
mordor-forge/trident-mcp
AI 3D model generation via Tripo (text, image or multiview to 3D) plus retopology, format conversion (GLB, FBX, OBJ, STL, USDZ) and stylization.
Urdb
GetMystAdmin/urdb-mcp
Search URDB's product integrity database for integrity scores, enshittification events and change tracking across consumer products.
Vulcanus
sunsatosolutions/Vulcanus
Generates a Git-versioned Markdown vault as project memory, then serves it over MCP. recall returns a project's capsule plus the read-next list and warns when the capsule is older than the decisions beneath it; search ranks by layer; writes are scoped — update_capsule replaces one named section rather than rewriting the file. A doctor tool validates that every link resolves and every project is reachable, so the memory fails loudly instead of rotting. Plain Markdown, Obsidian-compatible, no database. npx @sunsato/vulcanus
Vynly
Vovala14/vynly-mcp
Post AI-generated images to Vynly, an AI-only social feed, and read and search the feed, with provenance support (C2PA, SynthID, XMP).
Wpgoldmine
Bishop81/wpgoldmine-mcp
Find WordPress and WooCommerce plugin opportunities: established plugins weakened by abandonment, low ratings or poor support, via wpgoldmine.io.
Anybrowse
kc23go/anybrowse
Scrape, crawl and search the web, converting any URL to LLM-ready Markdown via real Chrome browsers.
ARGENTUM
giskard09/argentum-core
Karma for AI agents and humans: submit good actions, get community attestations and earn on-chain reputation on Arbitrum, with Kleros dispute resolution.
Fagan
motock/fagan
Autonomous coding pipeline: a frontier model plans and reviews, a local model implements under TDD, and a merge gate re-runs the suite on the rebased branch.
MolTrust
MoltyCel/moltrust-mcp-server
Trust infrastructure for AI agents: register DIDs, verify identities, query reputation scores, rate agents and manage W3C Verifiable Credentials.
Trainrouter Atlas
Flightmussy/trainrouter-atlas
World train-route atlas: search notable high-speed, scenic and night train routes and get facts and geometry for each.
Websitepublisher AI
megberts/mcp-websitepublisher-ai
Build and publish websites through conversation: manage pages, assets, entities, records and integrations.
1C OData
pyrfor/onec-odata-mcp
Read-only MCP server for 1C:Enterprise via OData with metadata and query builder tools.
24htrack
ngkienmkqn/24htrack-mcp
Track packages across 3,200+ carriers (USPS, UPS, FedEx, DHL & more) with auto carrier detection.
A2a Bridge
mdfifty50-boop/a2a-bridge-mcp
Agent-to-agent communication bridge for multi-agent systems
Account Pool
ankitsxchdeva/account-pool-mcp
Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs.
Accuracite
DoanThu/accuracite
MCP server exposing AccuraCite's citation verification and finding API as tools
Acmi
madezmedia/acmi
Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstash Redis.
Adif
qso-graph/adif-mcp
ADIF 3.1.7 spec engine for amateur radio logs: validation, parsing, enumerations, geospatial.
ADR Guard
rodri-oliveira-dev/adr-guard
Read, search, validate, and analyze Architecture Decision Records.
Aeo
arthurcarlsonn/aeo-mcp
AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit.
Africa API
africa-api/africa-api-mcp
MCP server for Africa API — access data on all 54 African countries through Claude
Agent Almanac
survivorforge/agentalmanac-mcp
Search the Agent Almanac catalog of 9,000+ MCP servers from inside any MCP-aware agent.
Agent API Gateway
ZachDreamZ/agent-api-gateway-mcp
Extract structured web data (product, article, company) for AI agents via Agent API Gateway
Agent Core
kinbinghua-lgtm/agent-core-mcp
Deterministic computation tools for AI agents. Zero dependencies, no network, read-only.
Agent Costcenter
mdfifty50-boop/agent-costcenter-mcp
Multi-agent billing and cost allocation tracking
Agent Exchange Protocol
tradewr333-lgtm/agent-exchange-protocol
Trust scores, opportunity feed, contracts and a paid crypto Decision API for AI agents.
Agent Wormhole
runningoffcode/agent-wormhole
Check tokens, pages and x402 payments before your agent trusts them. Offline verdicts.
Agentic Observability
mdfifty50-boop/agent-observability-mcp
Agent tracing, cost tracking, anomaly detection for LLM agents
Agentlair
piiiico/agentlair
Give AI agents a real email address, vault, calendar, and task delegation via MCP.
AgentTeam
RichardLemmon/AgentTeam
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command install.
AI Browser
Glittering/ai-browser
Visible Electron browser driven by a semantic accessibility tree: 17 MCP tools, no screenshots.
AI Price Index
RoninForge/ai-price-index-mcp
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data, CC BY 4.0.
AI Process Manager (AIPM)
aipm-engine/AIPM
Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.
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.