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 totalDataGraph
io.github.team-earth/datagraph
Urban intelligence knowledge graph. Structured locality data for civic problem-solving.
Debug Recorder
oaslananka/debug-recorder-mcp
Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.
Decantr
decantr-ai/decantr
Stable eight-tool MCP server for changed-UI assurance, authority-aware UI task context, and repair.
Deep Research
Perufitlife/deep-research-mcp-server
Web search, clean page reading & one-call research dossiers for AI agents. No API key.
Densely
alibaizhanov/densely
Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads
DialMCP
SkillfulAgents/dialmcp-connector
Let AI agents place real phone calls from your verified number, with transcripts and recordings.
Distribea
Distribea/distribea-mcp
Generate images, video, music and voice from your CLI or AI agent. On-brand AI media toolkit.
Downdetector
domdomegg/downdetector-mcp
Check service status and outage information via Downdetector.
DRAIN
kimbo128/DRAIN
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
dsh-cua
Hutusion/dsh-cua
Windows computer-use MCP server for dsh (DeepSeek Harness), client-neutral, 19 tools.
EasyBits
blissito/easybits
Persistent Linux microVMs for agents: root, internet, sub-second resume and a public URL.
Elasticsearch
TocharianOU/elasticsearch-mcp
Elasticsearch MCP Server for ES 5.x-9.x with a query harness, field validation and full API access
Enpass
bitterdev/enpass-mcp
MCP server for Enpass vaults: entries, passwords and TOTP/2FA codes, keychain-backed.
figmanage
dannykeane/figmanage
Let agents manage your Figma workspace. 102 tools for seats, teams, offboarding, and cleanup.
Fizlog
firmalemony/fizlog-mcp
Publish changelog entries to Fizlog (in-app widget, public page, RSS) from any MCP client.
Fonparam
kemalersin/fonparam-mcp
MCP server for FonParam API - Turkish mutual funds data
Formhaus
formhaus-dev/formhaus
Validate Formhaus form definitions and simulate multi-step paths against the real engine.
Fraise
FraiseHQ/fraise
Memory database for AI agents: remember and recall over a running Fraise daemon, in FQL.
Freelancer
godesigntech/freelancer-mcp-server
Search, bid, and message clients on Freelancer.com from Claude. Multi-account support.
Gaff Check
iarfhlaith/gaff-check
Irish property due diligence: planning, prices, flood, radon, zoning, BER and crime context.
Gdocs Comments
stanislawherjan1/gdocs-comments-mcp
Add inline, range-anchored comments to Google Docs - the one comment op the Google APIs can't do.
GenPark HyperLogLog Cardinality Estimator
alphaparkinc/genpark-hyperloglog-cardinality-estimator-skill
Pure Python 64-register HyperLogLog cardinality estimator for high-speed streaming distinct query es
GenPark Legal Clause Cross-Reference Resolver
alphaparkinc/genpark-legal-clause-cross-reference-resolver-skill
Extract contract defined terms, references, and audit clause dependency cycles
Genudo
genudo-ai/genudo_mcp
Build & manage Genudo AI agents for any messaging channel — pipelines, integrations, knowledge.
Gft
CoralLips/gft-mcp
Bring your GFT (Git for Thought) white-box thinking map to any AI agent. 把你的思维脉络接给任何 agent。
Glue Code Generator
Maverick7/mcp-glue-code-generator
Maps API JSON to Vue/React components with Zod schemas and live UI previews
Gold
ThaiTrevor/gold-mcp
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, SMC, risk).
Google Apps Script
A1-x-Tech/mcp-google-apps-script
MCP server for the Google Apps Script API: projects, code, versions, deployments and executions.
Google Sheets Full
moooonad/mcp-google-sheets-full
Full Google Sheets MCP: 26 tools + run_sheets_script escape hatch. User OAuth, no service account.
Graphmem
sonic182/graphmem
Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.
Gretl
OndrejLapes/GretlMCP
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
Grocery Delivery (mein-aldi.de)
RayNCooper/grocery-delivery-mcp
Unofficial read-only client for the mein-aldi.de (ALDI Süd) grocery-delivery catalog.
gsearch
RayenMlayeh/gsearch
Real Google Search for AI agents: real URLs, AI Overview and People also ask as typed JSON.
Gunsnation
DynamicDeals/mcp-server-gunsnation
MCP server for real-time access to the Gunsnation firearms catalog and specifications.
H2BIS ProjectBrain
h2bis-dev/h2bis-project-brain-mcp
Connect AI agents to H2BIS ProjectBrain - manage projects, use cases, and capabilities via MCP.
Har Forensics
aryanspv/har-forensics-mcp
Tells you what leaked in a .har capture, who's on the page, and what to strip. No network calls.
Harmonyos
FadingLight9291117/mcp-harmonyos
MCP server for HarmonyOS development - interact with projects, devices, and applications
Helldivers2
xerno42/helldivers2-mcp
MCP server exposing live Helldivers 2 galactic war data.
Hogswap
LiquiHog/hogswap-mcp
Pay any Algorand x402 invoice with any asset, plus DEX swap quotes and unsigned builds.
Homebridge
mp-consulting/homebridge-ai-kit
Control Homebridge accessories and scenes, manage plugins and config.json, and read logs
idamesh
JordanRO2/idamesh
MCP server for IDA Pro: decompiler, disassembler, and analysis tools for MCP clients.
Igpsport
dengxuhui/igpsport-mcp
iGPSport cycling data with training metrics (NP/IF/TSS/CTL/ATL/TSB) and workout generation
Imgx
somacoffeekyoto/imgx-mcp
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing, undo/redo.
indexio
IOServicesLabs/indexio
Code search, symbols and call graph for AI coding agents. Answers in milliseconds.
Infernoflow
ronmiz/infernoflow
Git-native memory for coding agents: gotchas, decisions and bookmarks as plain text in your repo.
inn-check-ru
ilyautov/inn-check-ru
Проверка контрагента РФ по ИНН: светофор риска по реестрам, финансы и санкции кодом.
Interswitch
Dairus01/Interswitch-mcp-server
MCP server for Interswitch APIs: payments, transfers, Verve cards, airtime, and paycodes.
iPhone Mirror
nickatnight96/iphone-mirror-mcp
Drive a real iPhone via macOS iPhone Mirroring; Xcode build/test automation for sims and devices.
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.