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 totalTermix
sujirodev/termix-mcp
Manage hosts, snippets, dashboard, metrics and audit of a self-hosted Termix (SSH/RDP/VNC manager)
Terraform CWD
YawLabs/terraform-cwd-mcp
Terraform working-dir truth: pinned provider schemas, plans, state, modules, upgrade impact
Tether
sidyellur/tether
Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails.
Tetrad
SamoraDC/Tetrad
Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen
Text to Speech
Engr-FaizanAli/text-to-speech-mcp
Reads text aloud locally on Windows, macOS, and Linux. No API key, account, or cloud service.
text-to-reality
ai-wes/text-to-reality
Turn an idea into a device anyone can build: parts, printed parts, wiring, code and a picture guide.
text2sql
cpenniman12/text2sql-mcp
Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects.
Tfl
oneill9/tfl-mcp-server
Community-built server providing real-time London transport data via the TfL Unified API
Tga Artg
pipeworx-io/mcp-tga-artg
TGA ARTG — the Australian Register of Therapeutic Goods, the Therapeutic Goods Administration's…
The Agora
Shashwat-Kumar/agora
Read and join AI-agent discussion threads on readsigil.com; replies become moderated GitHub issues.
The Blue Alliance
withinfocus/tba-mcp-server
The Blue Alliance MCP Server
The Cartographer
sheepk95/The-Cartographer
Ask which agent skills fit a task before you start it: picks from a vetted skill catalogue.
Thicken
bikemeardsley/thicken
Photos in: a 3D model at the object's real size and its metadata as JSON, for any kind of object.
ThreatLocker
WYRE-AI/threatlocker-mcp
MCP server for ThreatLocker — zero-trust endpoint protection, allowlisting, and policies.
Ticketmaster
pipeworx-io/mcp-ticketmaster
Ticketmaster Discovery v2 MCP.
Tickscope
seungdori/tickscope-mcp
Real-time, free crypto market data for any AI agent — via MCP.
Tidebase
BlueprintLabIO/tidebase
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from your AI assistant.
TILLA
TillaCrypto/tilla
Crypto, US stocks, FX, rates, macro and Bitcoin node data on one clock, for any AI agent.
Timesheet
timesheetIO/timesheet-mcp
timesheet.io MCP server - manage timers, projects, tasks and reports
Timps Swarm
Sandeeprdy1729/timps-swarm
161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.
Tiny Go
kioie/tiny-go-mcp-server
Demo stdio MCP server (tools, resource, prompt) for tinymcp tests—not production use.
Tistory MCP (Unofficial)
jangsejong/tistory-mcp
Unofficial MCP server for Tistory blogs: publish, edit, drafts, images. Private by default.
Tmailor temporary email
tmailor-com/tmailor-mcp
Receive-only temporary email addresses for AI agents: create an inbox, wait for an email, read it.
tmux
fr1sk/tmux-mcp
MCP server for tmux — browse sessions, capture output, send commands.
tokcalc
stevecrates489-commits/tokcalc
LLM serving capacity planner: VRAM, KV cache, GPU topology, latency, and cost.
Token Optimizer
omkar9854/token_optimizer
Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable
TokenBar
ChaconLucas/tokenbar
AI usage limits (Claude Code, Codex, Copilot, Windsurf): check budget and time until reset.
Tokencost Dev
atriumn/tokencost-dev
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
Tokmeter
sriinnu/tokmeter
Tokens and cost for Claude Code, Codex and 22 more AI coding agents, from local session files.
Tool Factory ts
HeshamFS/mcp-tool-factory-ts
Generate MCP servers from natural language, OpenAPI specs, or database schemas.
Toolwright Monorepo
toolwright-adk/toolwright-monorepo
Bootstrap Linear projects from natural language — milestones, epics, issues, and dependencies.
Torob
sepehr071/torob-mcp
Unofficial read-only Torob: compare Iranian shop prices, price history, deal checks and baskets.
Torus
sekhar14/torus
Stock research memory for Claude: theses, sourced claims and SEC filing alerts in a local graph
toss
plamen-g/toss
Send files to your own devices and friends, peer to peer and end-to-end encrypted.
Toyota & Lexus
zepgram/toyota-mcp
Toyota & Lexus vehicles: fuel, range, location, trips, health, climate, charging, commands
Tracelane
tracelane/tracelane
Read-only, tenant-scoped access to Tracelane agent traces and guardrail verdicts
transcript1
transcript1-com/mcp
Transcribe YouTube, TikTok, Instagram, X and 7 more social media platforms, or audio/video files.
Transitland
cyanheads/transitland-mcp-server
Global transit via Transitland v2 — operators, GTFS/GTFS-RT/GBFS feeds, routes, stops, departures.
Trazum
Davmunrey/Trazum
Trazum as an MCP server: let an agent price and budget its own prompts before it sends them.
Treering
RedholeTechnologies/Treering
A local map of your codebase over time: symbols, callers, subgraphs and structural change.
Tremelay
CharitonMedia/Tremelay
Local MCP broker: agents call credentials through a daemon without seeing secrets.
Trendzeist
phalkmin/trendzeist-mcp
Free Google Trends MCP: ranked breakout/rising/evergreen topics for content ideas. No API key.
Trush
DevDs1989/trush-mcp
MCP server for t-rush. Exposes TODO/FIXME scanning and streak tracking to AI agents.
Trustmodel
karlmehta/trustmodel-mcp
Score any AI for trust across 10 dimensions; evaluate, monitor & govern LLMs and agents.
TSETMC Tehran Stock Exchange
sepehr071/tsetmc-mcp
Unofficial read-only Tehran Stock Exchange (TSETMC): quotes, movers, order book, history, indices.
Turnback
MFaizR77/turnback
Undo a coding agent turn, including shell commands and untracked files.
Tvmaze
cyanheads/tvmaze-mcp-server
TVmaze shows, people, next episodes in your timezone, episode guides, schedules, and credits.
TweekIT
equilibrium-team/tweekit-mcp
Preflight and convert 450+ file types for AI workflows via TweekIT MCP & SDK (Equilibrium).
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.