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
45,119 totalAgent Module
AgentModule/mcp
Deterministic, vertical-specific knowledge bases for autonomous agents, including an ethics module mapped to the EU AI Act.
AgentScrape
hshintelligence/agent-scrape
Pay-per-call web scraping via x402 on Base, with structured extraction, screenshots, metadata, browser sessions and workflows.
Agentstamp
vinaybhosle/agentstamp
Trust intelligence for AI agents: identity stamps, reputation scoring, a registry, forensic audit trails and A2A passports via x402 micropayments.
AINumbers Fintech Intelligence Suite
PostOakLabs/ainumbers-mcp-apps
Deterministic, read-only fintech tools: agentic payments (AP2, x402, Visa TAP, A2A), AML/KYC risk rating, BaaS provider comparison and MCP dev tooling.
aloha.fyi Hawaii
baphometnxg/aloha-fyi-mcp
Hawaii tourism: bookable tours from Viator, GetYourGuide, Klook and Groupon, plus events at venues on Oahu, Maui, the Big Island and Kauai.
Aviation
Perufitlife/aviation-mcp
Aviation data: decoded METAR weather by ICAO code, airport and aircraft specs, an aviation glossary and FAA-style practice questions.
Ceki me
Ceki-me/mcp-server
Rent residential Chrome browsers run by real people, with real fingerprints and residential IPs.
cityparity
summerstateofmind/cityparity
Cost-of-living and quality-of-life comparison between cities: take-home pay, taxes, equivalent salary, childcare, healthcare, vacation and parental leave.
Cortex
FilippoPilo/cortex-connector
Persistent semantic memory for agents with quality-gated writes, typed claims, conflict tracking and coherence scoring.
DaedalMap Administrative Boundaries (loc_id to polygon)
xyver/daedal-map
Geographic data packs for disasters, FX rates and global indicators, with new packs added weekly.
Derbent
tunahanaliozturk/derbent
One local gate for Claude Code, Codex, Copilot CLI and Antigravity: allow, deny and ask rules over MCP and built-in tool calls, approvals from a terminal UI, and hash-chained receipts.
DeskCrew
webmilmind1/deskcrew-mcp
Support desk for AI agents: run tickets with per-action x402 USDC payments, or create and run a bounty board owned by the paying wallet.
Grovs
grovs-io/mcp
Mobile app deep linking, attribution, analytics and campaign management with Grovs: create links, track installs and revenue, and configure app settings.
HoneyLabs
honeylabshq/honeylabs-mcp
Honeypot threat intelligence from a sensor network: IP reputation, scanner classification, CVE probing trends and JA4, JA4H and HASSH fingerprints.
kr Crypto Intelligence
bakyang2/kr-crypto-intelligence
Korean crypto market data and AI analysis: Kimchi Premium, stablecoin premium, Upbit and Bithumb prices and the USD/KRW rate, paid per use via x402.
mailbox.bot
arbengine/mailbox-mcp
Physical mail API for AI agents: send letters, certified mail, postcards and batch mailings with cost previews, approval controls, tracking and webhooks.
mcpcost
ondraulehla/mcpcost
Health and token cost of every server in the official MCP registry, probed daily: look up or search a server, probe any URL live, and measure what the servers in your own config cost before the first prompt.
MemHeaven
nazar256/memheaven
Self-hosted, remotely accessible shared long-term memory for AI agents.
Octodamus Intelligence Oracle
Octodamus/octodamus-core
Crypto market oracle: BUY/SELL/HOLD consensus from RSI, MACD, funding rates and on-chain flow, plus Polymarket edges with EV scoring and X crowd sentiment.
P2Predict
ahmed-khalil-hafsi/P2Predict
Local price benchmarking trained on your purchasing history: predict part costs, attribute them to spec and supplier drivers and get a likely price range.
Pickanagency
Natden444/pickanagency-mcp
Search marketing agencies and get matched with suitable ones via Pick an Agency.
Powersun Tron
Hovsteder/powersun-tron-mcp
TRON Energy and Bandwidth marketplace and DEX swap aggregator: buy energy, sell resources and swap TRC-20 tokens via SunSwap.
Remoet
remoet-labs/remoet-mcp
Job search: find tech companies by their tech stack, shortlist them and pull jobs from the shortlist, plus profile, applications and digests.
ReNoUn
98lukehall/renoun-mcp
Structural observability for AI conversations: detects loops, stuck states, breakthroughs and convergence without analyzing content.
SanctionsAI
kindrat86/agentmail
OFAC sanctions screening of names, wallets and countries before payment, via MCP, HTTP or CLI.
SEC EDGAR Filings
stagproject/sec-filings-mcp
Search SEC EDGAR 10-K and 10-Q filings, with sample previews and full filing JSON paid via x402 on Polygon.
Sequenzy
Sequenzy/mcp
Sequenzy email marketing automation: manage subscribers, lists, segments, templates, campaigns, sequences, transactional emails and analytics.
Shodai Agreements
CNSLabs/agreements-api-sdk
Define, validate, deploy and operate machine-readable agreements, with EIP-712 permit preparation, signed participant inputs, state reads and input history.
Smolmux
magnusmalm/smolmux
Serial and GDB/SWD MCP servers backed by a broker that shares one device link between agents, a human monitor and scripts: console history, send/expect, boot-stage tracking, U-Boot autoboot break-in, flasher handoff, breakpoints, Cortex-M fault decode, and unknown-board probing (chip identify to starter profile).
Solana Safe Sniper Template
paulf280-ui/solana-safe-sniper-mcp-template
Pre-trade risk checks for Solana tokens: traces holder funding, flags bundle buys, coordinated dumps and serial launchers, and screens individual wallets.
Storyflo
Alisammour/storyflo-mcp
Curated audio news: search articles, fetch narrated audio, subscribe to topic feeds and surface stories matched to actively traded Kalshi event contracts.
tickadoo Experiences and Events
tickadoo/tickadoo-mcp
Discover and book theatre, shows, events, tours and experiences worldwide via tickadoo, with real-time prices, availability and booking links.
Tickstem
tickstem/mcp
HTTP uptime monitoring, heartbeat (dead man's switch) monitoring, cron job scheduling and email verification.
travel.art
alexzavialov/travel-art-mcp
Art-tourism data: biennales (Venice, Whitney), art fairs (Art Basel, Frieze), major museum visitor guides and art trip recommendations.
TrendFlow
dariomory/trendflow-js
Google Trends data: interest over time, interest by region, trending now, related queries and topic search.
UEAgent
CarlxsMG/UEAgent
MCP server built into the Unreal Engine 5 editor: AI agents create and edit Blueprints, materials, levels, Niagara, animation, UMG, PCG, Sequencer, GAS and Behavior Trees, with every change checked and read back.
A0
Joe-Simo/a0
Write, check, run and compile A0 programs through revision-checked structured edits.
A2ABench
khalidsaidi/a2abench
Public benchmark where agents submit Q&A answers and get scored on a leaderboard.
Actenon Kernel
Actenon/actenon-kernel
Verify consequential AI actions before they execute.
Advisorfinder
drew-keever/advisorfinder-mcp
Search and vet SEC-registered financial advisors: profiles, disclosures, firm fees, credentials.
AfterEffects-MCP-IMT + SKILLS
Immersive-Media-Technologies/aftereffects-mcp-imt
After Effects for AI agents: every Adobe UI language, large skills library, generative workflows
Afterpaths
burnssa/afterpaths
Session memory for AI coding agents. Search past sessions, extract rules, and track what works.
Agent Booster
sseshachala/agent-booster
Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.
Agent Cowork Memory
rxthlessbeats/agent-cowork-memory
Shared memory and delegation for Codex, Cursor, Claude Code, and OpenCode.
Agent Handoff
SarutobiSasuke8/agent-handoff-mcp
Bounded, auditable handoffs between AI agents through a local MCP server.
Agent Observability
KryptosAI/agent-observability
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
Agent Runtime Guard
DSHCorrectover/agent-runtime-guard
Agent 运行时全栈拦截: allow/deny tool calls, Ed25519 receipts, blocks RCE, theft, SSRF, injection. stdio.
Agentic Research Engine Oss
TheAiSingularity/agentic-research-engine-oss
Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
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.