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 totalAzeth Protocol
azeth-protocol/mcp-server
Non-custodial ERC-4337 smart accounts, x402 payments, ERC-8004 on-chain reputation and service discovery for AI agents.
bhoonidhi
geovicco-dev/bhoonidhi-mcp
Search, save and download satellite scenes from ISRO's Bhoonidhi (NRSC) Earth-observation portal in natural language.
Brewers Almanack
gregario/brewers-almanack
Brewing knowledge: BJCP 2021 beer styles, hop varieties, malts, yeasts, water profiles, off-flavour diagnosis, recipe suggestions and food pairings.
Chamber
abm9111/chamber
Checks a claim's numbers, capitalised names and file names against the cited note, with no model; recorded claims are hash-pinned so chamber verify flags source drift.
Chinese History
lizhuojunx86/chinese-history-mcp
Query classical Chinese texts from pre-Qin to Wei-Jin (Shiji, Zuozhuan, Analects and more) by event, person, place or virtue, with cited passages.
Claimidx
claimidx/claimidx
Shared, signed index of failures other coding agents already solved: check it before retrying and ingest fixes so the next agent does not repeat the work.
Clickhouse
dockndevai/mcp-clickhouse
ClickHouse schema exploration, analytical queries and management, with statements gated by access mode, row caps and auditing.
Cloudcostsmcp
x7even/cloudcostsmcp
Live AWS, GCP and Azure prices for FinOps: public list prices and enterprise negotiated rates (Reserved Instances, Savings Plans, CUDs, EDPs).
Code Sanitizer
notasandy/mcp-code-sanitizer
Code review via Groq: finds bugs, vulnerabilities and SQL injections, compares and explains code, generates tests and HTML reports.
ComparEdge
comparedge/mcp-server-comparedge
Plans, prices, hidden costs, alternatives and comparisons for SaaS, AI and LLM tools.
CoS Codex Bridge
AV-Labs-Co/cos-codex-bridge
Local MCP that lets a Chief of Staff client find, create and register Codex projects; submit exact prompts; track durable receipts; continue existing tasks; and organize scoped work inside allowlisted directories.
Cosmos
teampolarity/cosmos-mcp
Portable personal knowledge graph shared across AI clients, with sources like iMessage, browser history, calendar, shell history, Notion and Obsidian.
Daimonos
beardfaceguy/daimonos
Compact structured-JSON replacements for built-in file, search, exec and git tools, with git, cargo, gh and docker plugins, output filtering and batching.
Data Profiler
haiiibin/data-profiler-mcp
Profile local tabular files (CSV, TSV, Parquet, Excel, JSON): dataset overview, per-column statistics, data-quality audits and dtype suggestions.
Datadog
us-all/datadog-mcp-server
Datadog observability: metrics, monitors, logs, APM, RUM, incidents, status pages, fleet automation and workflows, plus incident-triage prompts.
dbprint
jakubro/dbprint
Committed, offline snapshots of database structure and column statistics: value lists, null rates, joins. No live connection.
Deckaura Tarot
gokimedia/tarot-mcp-server
Tarot meanings for all 78 cards, upright and reversed interpretations, love and career readings, yes-or-no answers, random draws and three-card spreads.
Drop2Run
Drop-to-run/drop2run-cli
Publish pages written in chat or a local folder to a live HTTPS URL, with static hosting on Cloudflare's edge.
Evc Team Relay
entire-vc/evc-team-relay-mcp
Read and write notes in your Obsidian vault.
Evmscope
calintzy/evmscope
Token prices, gas comparison, swap quotes, yield rates, honeypot detection and transaction simulation on Ethereum, Polygon, Arbitrum, Base and Optimism.
Facthouse
gordonkjlee/facthouse
Local memory engine for AI tools, stored in a SQLite file you own.
Fizzy
davegomez/fizzy-mcp
Fizzy kanban task management: boards, cards, comments and checklists.
FluxMCP
AceDataCloud/FluxMCP
Flux image generation and editing from Black Forest Labs via the Ace Data Cloud API.
FreshRSS
ni-c/freshrss-mcp
Read and manage a self-hosted FreshRSS instance: feeds, categories, labels, articles, read and star state, and OPML import and export.
Fundz
Fund-z/fundzwatch-mcp
Real-time business events: funding rounds, acquisitions, executive hires, AI-scored leads and market intelligence.
Genomics
rewire-bio/genomics-mcp
Discover EGA, ENA, ENCODE, GEO and NCBI datasets; retrieve bounded reads, variants, sequence and signal from indexed genomic files; and query versioned reference evidence.
gha-doctor
linnea-bakshi/gha-doctor
Read-only GitHub Actions health checks: wasted CI compute costs, flaky tests from job logs, slow-run analysis and workflow linting with auto-fix previews.
Google E-commerce (GA4, Search Console, Merchant Center, Ads)
MoonEyes/google-ecommerce-mcp
Read-only GA4, Search Console, Merchant Center, Tag Manager, Indexing API and PageSpeed in one server for online shops. OAuth token in the OS keyring, one-line installer.
Gradus Notation
delmas41/gradusnotation
Render music notation as SVG, MusicXML and MIDI from a JSON score, analyze MusicXML harmonically and search a music-theory knowledge base.
Gtm Suite
mambalabsdev/mcp-gtm-suite
Go-to-market signals via Apify actors: hiring signals, tech stack detection, job board scanning, LinkedIn URL resolution, ICP scoring and signal aggregation.
Gws Connector
orieg/gws-connector
Multi-account Google Workspace: connect several Gmail, Calendar, Drive, Sheets and Docs accounts with routing by label, email or domain.
Hicortex — AI Fleet Memory
gamaze-labs/hicortex
Shared memory for fleets of AI agents: nightly self-correction rewrites stale facts and merges duplicates, and recall is injected into coding agents' prompts.
hub
ni-c/mcp-hub
Serve many stdio MCP servers from one container over HTTPS, with path-based routing, an aggregate endpoint using meta-tools, built-in OAuth 2.1 and hot reload.
Icp Fit Scorer
mambalabsdev/mcp-icp-fit-scorer
Score a company against a weighted ideal customer profile, returning a 0-100 score, an A/B/C tier and a per-signal breakdown.
Ifc Ruhsat
BerkantACUN/ifc-ruhsat
Checks an IFC building model against Türkiye's building-permit BIM regulation (Official Gazette 33331, in force Sept 2027): mandatory IFC 4.3 classes and category codes, per-class attribute and property-set requirements (all 68 annex tables, incl. the Türkiye-specific TREpys_ sets), TUREF coordinate system, naming templates and space geometry — and fills in the regulation's 21-row Annex-9 quality-control form. Findings cite the article and annex table with GlobalIds; rows a machine cannot verify are reported as manual, never as passed. Also exports buildingSMART IDS. uvx ifc-ruhsat mcp; on…
IlluGen
dokaNc/illugen-mcp
Build, edit and render JangaFX IlluGen node graphs (procedural textures, VFX flipbooks): 157 node types, typed pin checks, curves, gradients, subgraphs, and invisible rendering through your own IlluGen.
Inkog
inkog-io/inkog-mcp
Audits agents and MCP servers for prompt injection, infinite loops, token bombing and missing human oversight, with EU AI Act and OWASP mapping.
ios-agent
emazaheri/ios-agent
Drive an iPhone or iOS Simulator via XCUIAutomation and WebDriverAgent, with compact screen digests and confirmation before destructive actions.
iWork Studio
Arkanji/iwork-studio
Create, edit, design and export Apple Numbers, Keynote and Pages files: designed decks with chart and table slides, brand kits and a design review. Every write is verified and undoable; Arabic/RTL-safe.
Keyblind
aarifmms/keyblind
Encrypted secrets vault for AI agents: secrets are resolved at runtime and never exposed in LLM conversations.
Keymem
donggyun112/keymem
Associative key-graph memory for LLM agents: recall by association rather than vector similarity.
Kura
dinggi5/kura
Local Ethereum wallet for AI agents on macOS: read balances and history, request human-approved payments and pay for x402 resources with USDC on Base.
LexAPI
Lex-API/lexapi-mcp
EU legal research over EUR-Lex: structured search, document fetch by CELEX number, recent Official Journal publications, citation graphs and semantic search.
Linux
Mohabdo21/linux-mcp
A Linux system monitoring MCP server providing real-time CPU, memory, disk, network, processes, Docker, systemd, security audit, and hardware info via STDIO transport. Install: download from GitHub Releases or go install github.com/Mohabdo21/linux-mcp@latest.
Liquid
ertad-family/liquid
Connect agents to any REST API on the fly: maps the API once, then fetches typed data deterministically without per-call LLM use. Self-hosted.
Localseodata
localseodata/mcp-server
Local SEO: SERP tracking, Google Business Profile data, review monitoring, keyword research, citation audits, geogrid rank scans and competitive analysis.
Maestro Career Studio
seinun-ai/maestro-career-studio
Your career history as a job-search toolkit: tailor a resume to each posting from what you actually did, score it the same way every time, render the PDF, track applications, and fill forms with a browser companion that never presses Submit. 88 tools.
maya
Xxx91n/mcp-for-maya
MCP server giving AI agents spatial awareness inside Autodesk Maya — scene inspection, deterministic audit, checkpoint/rollback transactional safety, screenshot-based visual verification (Beta).
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.