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 totalProxy AIops
AIops-tools/Proxy-AIops
Governed reverse-proxy operations (Traefik + Caddy + HAProxy) — backend-health, certificate-expiry, 5xx, and route-conflict RCA (28 tools) with unbypassable audit logging (MCP + CLI), budget/runaway guards, and undo/rollback.
PubShip
pubship/pubship
Inspect Google Play releases, reviews, Android vitals and reports, and prepare explicitly authorized release and store-listing changes. Runs locally with your own service account.
QR Branding
Branded QR codes (manual, AI-styled, 118 templates, Wi-Fi/vCard/geo), each decoded server-side before it is returned.
Queue AIops
AIops-tools/Queue-AIops
Governed Redis + RabbitMQ operations — memory-pressure, latency, backlog, and churn RCA, plus guardrailed queue and key operations (28 tools) with unbypassable audit logging (MCP + CLI), budget/runaway guards, and undo/rollback.
Qwen DAP
SLP-DEV1/qwen-dap-mcp
DAP-to-MCP bridge for native debugging via CodeLLDB: stack frames, registers, locals, disassembly, memory, crash dumps and crash fix/verify workflows.
Rails
jaimenbell/rails-mcp
Self-hosted default-deny action registry, append-only spend-intent ledger and human sign-off audit trail for gating irreversible agent actions.
Ratatosk
garlicKim21/ratatosk-mcp
CNCF release intelligence: security fixes, breaking changes and deprecations from graduated and incubating project release notes, with local version checks.
Reddit Research
king-of-the-grackles/reddit-research-mcp
Reddit market and competitive research: find subreddits via semantic search, fetch posts and comments with full citations and manage research feeds.
Redmine
igorolv/redmine-mcp-server
Redmine: issues, projects, wiki, attachments with text extraction, time entries, and release and blocker analytics; read-only by default, optional writes.
Regintel
ad0750/regintel-mcp
Structured regulatory data from the RegIntel API (GDPR, MiCA, DORA, SEC, FINRA, FCA and more): search, lookup, recent updates and compliance checks.
Rein
bugiiiii11/rein
Spend limits for AI agents that pay with x402: every paywall is policy-checked (per-call caps, budgets, human approval, kill switch) before a cent moves, with signed receipts.
Repo Test Architect
RepoAssay/repo-test-architect
Local, read-only test architecture audits for JS/TS, C#, Elixir, Go, Kotlin, PHP, Python, Ruby, Rust and Swift, with evidence-backed findings and test plans.
Reporting Window Finder
mambalabsdev/mcp-public-company-reporting-window-finder
Takes a domain, ticker, ISIN, LEI, or CIK and returns fiscal year end, reporting cadence, the next reporting date, days to event, and the quiet period window.
Review Platform Reputation Enricher
mambalabsdev/mcp-review-platform-reputation-enricher
Resolve a company domain to its Trustpilot rating, review count and claimed status.
Ros 2
wise-vision/mcp_server_ros_2
ROS 2 integration for AI-driven robotics applications and services.
Rqwstr
Kjopstad-IT/rqwstr-mcp
HTTP security testing toolkit (send, intruder, race, chain, out-of-band) with low-level HTTP/1.1 and HTTP/2 control: raw framing and connection pinning.
Rug Munch
CryptoRugMunch/rug-munch-mcp
Crypto token risk intelligence: rug pull detection, honeypot scoring, deployer tracking, holder analysis, KOL shill detection, social OSINT and LLM forensics.
SaveSaveSaveSave
stefantsezarov/SaveSaveSaveSave
Read-only checks before an agent acts: prompt-injection and phishing scan of untrusted text (local), npm package check for malware, hijacked releases and typosquats, crypto address and token scan, and address-poisoning comparison. Zero dependencies.
Scout for Premiere Pro
tro2789/scout-premiere-mcp
Control Adobe Premiere Pro via the Scout panel: frame-accurate transcript search, markers, cuts, effects, transitions, exports and project management.
Screenshot Scout
screenshotscout/screenshotscout-mcp
Capture web pages as images or PDFs with element targeting, device and viewport controls, location selection, page interactions and blocking options.
Seal
aurumflux20/seal
Exactly-once payments for agents: prevents double settlement across processes and retries, confirms charges with the provider and reconciles out-of-band spend.
SendGrid Secure
Choppaaahh/sendgrid-mcp-secure
Security-focused SendGrid email sending with recipient/domain allowlists, send caps, review mode, an audit log and no silent BCC.
SEO Authority
forgemeshlabs/seo-authority-mcp
SEO authority scores, keyword opportunities, competitor gaps, content briefs, site audits and internal-link analysis, paid per call via x402.
SHAR Production Metadata
SHARProduction/production-metadata-mcp
Read-only SHAR Production metadata gate that validates rights-aware video-production manifests and returns a releasability result.
Shieldz
ShieldZCash/shieldz-mcp
Non-custodial crypto payments: create payment links and tip jars from a wallet address, with funds settling directly to the merchant's wallet.
Shingou
Hourly news sentiment and market events for 30 crypto pairs, with source links and hashed history; free key.
Shodan
BurtTheCoder/mcp-shodan
Query the Shodan API and Shodan CVEDB: IP lookups, device searches, DNS lookups, vulnerability queries and CPE lookups.
SigRank SignalAF
SunrisesIllNeverSee/sigrank-mcp
Leaderboard ranking AI coding operators by token efficiency, with signed submissions, diagnostics and simulations; only token counts leave the machine.
skimread
avikchakraborty060-create/The-top-innovation
Lossless context guard for coding agents: outlines large files with line ranges and digests noisy command output (tests, builds, installs), with full output always retrievable. pipx install skimread
SMTP
ni-c/smtp-mcp
Send, reply to and forward mail over SMTP, restricted to a recipient allowlist, with each message approved by a person before sending.
SnapDeploy
AAR-Labs/snapdeploy-mcp
Deploy and manage SnapDeploy apps (Docker containers on AWS) from Claude Code, Cursor, Codex or Gemini CLI: builds, logs, env vars, add-ons, domains
Snapsurf
zumerlab/snapsurf
Browser navigation and verification: compact semantic page digests, ranked text search, and typed diffs after each action with assertions.
Sonar
igorolv/sonar-mcp-server
Read-only access to self-hosted SonarQube Community Build: issues, security hotspots, rules and code snippets so an agent can fix findings locally.
Specter Skills
dirtcubeinteractive/specter-skills
Configure a Specter game backend: players, economy, progression, leaderboards, tournaments, battle passes and real-time multiplayer.
Spoor
asinha07/spoor
Tells AI agents what changed across VictoriaMetrics, VictoriaLogs and VictoriaTraces, and where it started: a ranked, token-budgeted digest that separates root causes from echoes using trace structure.
spreadsheet-kit
PSU3D0/spreadsheet-mcp
Token-efficient spreadsheet analysis and editing (xlsx/xlsm) with region detection, structured reads, formula and style inspection, forking and recalculation.
Sthan io
sthan-io/mcp-server
US address verification, parsing, autocomplete, forward and reverse geocoding, and IP geolocation via sthan.io APIs.
sudo-proxy
tarides/sudo-proxy
Run privileged commands locally or over SSH, each gated by a single-keypress human approval before sudo, with audit logging and no stored password.
superPDF AI
arjunprabhulal/superpdf
Read, convert, edit and compare PDFs on your computer: Markdown with tables, charts and OCR, export to Word, PowerPoint and EPUB, tables to CSV or Excel, merge, split, fill forms and remove metadata. Nothing is uploaded.
Symfony Agent
shakaran/symfony-agent-mcp
Read-only introspection of Symfony codebases: routes, controllers, services, entities, schema, migrations, Doctrine, Messenger, Twig and API Platform.
T2000
mission69b/t2000
Non-custodial DeFi banking for AI agents on Sui: save, borrow, invest, exchange, send and pay, with yield optimization across NAVI, Suilend and Cetus.
TAS Guard
intoApex/tas-guard
Order limits for AI trading agents: wraps any broker or exchange MCP server with per-order and daily caps, symbol allowlists, human approval (including from a phone via Telegram), a kill switch and a hash-chained audit log.
Team Page People Extractor
mambalabsdev/mcp-team-page-people-extractor
Returns the people a company publishes on its own team, leadership, or about page, with names, titles, and the source page.
ThunderPhone
Build, test and run AI phone agents: numbers, inbound and outbound calls, campaigns and transcripts.
Tiktok Brand Presence Mapper
mambalabsdev/mcp-tiktok-brand-presence-mapper
Resolves a TikTok handle or a company domain to the brand account with follower, like, and video counts.
TinySearch
MarcellM01/TinySearch
Self-hosted web research: SearXNG search with DuckDuckGo fallback, crawling, dense and BM25 reranking and deduplication into a cited, source-grounded prompt.
tradefloor
simoncoombes/tradefloor
Simulated stock markets with an order book and an economy for testing trading agents: evaluate, rank and stress-test strategies across many reproducible markets.
Traecnclaw Skill
Luckycat133/traecnclaw-mcp-skill
Local server and Agent Skill for TraeCN desktop automation on macOS.
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.