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 totalSwiss Grounding
Gastaan/swiss-grounding-mcp
Cited answers about Switzerland from official federal, cantonal and municipal sources.
Swiss Holidays
malkreide/swiss-holidays-mcp
Swiss school & public holidays, 26 cantons, by Schulart (OpenHolidays + Nager.Date)
Swiss ip
malkreide/swiss-ip-mcp
IGE/IPI Swissreg trademarks, patents, SPCs
Swiss Procurement
malkreide/swiss-procurement-mcp
Swiss public procurement (simap.ch): tenders, awards, CPV codes, all cantons + federal, read-only
Swiss Snb
malkreide/swiss-snb-mcp
SNB data portal: exchange rates, balance sheet, policy rates, SARON, monetary aggregates
Swissmedic
pipeworx-io/mcp-swissmedic
Swissmedic authorised human medicines — the 'Zugelassene Arzneimittel HAM' list, Switzerland's…
Swisstransport
pipeworx-io/mcp-swisstransport
Swiss Transport MCP — wraps Transport Open Data API (free, no auth)
Switchai
US1929/switchai
Compare Italian energy tariffs with AI. Analyzes bills, finds best offers, live market indices.
Switchboard
wkoverfield/switchboard
One firewall and password manager for all your AI coding agents' MCP servers and secrets.
Swotpal
aprilelevengo/swotpal-mcp-server
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Windsurf)
SWT3 AI Witness
tenova-labs/swt3-ai
Cryptographic AI governance and audit. 75 tools, 84 frameworks. EU AI Act, NIST, CMMC, MCP Top 10.
SymbioticSec
SymbioticSec/mcp
Symbiotic CLI MCP Server for security scanning and analysis
Sympy
daedalus/mcp-sympy
MCP server that exposes SymPy's symbolic mathematics functionality
Synapse — GEO Growth Layer
calvinling2021-star/synapse
Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 tools, score 0-100.
Synapse Network MCP Server for paid API calls
SynapseNetworkAI/Synapse-Network-MCP-Server
Synapse Network MCP paid API calls via discover_services; not Synapse.org/Sage Bionetworks Synapse.
Synapse RMCP
jmagar/synapse-rmcp
Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe file operations.
sync82
oito2/mcp-sync82
Persistent, structured project memory for AI coding agents, stored locally in SQLite.
Synchronex
kmdesle/synchronex
Connect any AI agent to your Synchronex workspace — portable memory, decisions, and workers.
Synchronity
themewireco/synchronity
Shop connected e-commerce stores: search, compare, cart, and checkout with buyer approval.
Syncline MCP Server (TypeScript)
KekwanuLabs/syncline
Syncline MCP Server (TypeScript) - AI-powered meeting scheduling with intelligent auto-scheduling
Syncro
wyre-technology/syncro-mcp
MCP server for Syncro MSP — customers, tickets, assets, invoices, and more.
Synergic APIs
Synergic-APIs/mcp
Official US data for AI agents: CPI inflation since 1913, famous prices, national debt since 1790.
Synology Chat
Louis-Lastella/synology-chat-mcp
Read channels and posts, find users, send messages and files on any Synology Chat server.
Synpareia Trust Toolkit
synpareia/trust-mcp
Verifiable dealings with other agents: prove what you did, vet who you deal with, bind agreements
Syslog
jmagar/syslog-mcp
Syslog receiver and MCP server for homelab log intelligence.
sysmcp
arunmm8335/sysmcp
Live Linux host signal (CPU, memory, processes, network, optional eBPF) for MCP clients.
System R Risk Intelligence
System-R-AI/systemr-python
Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.
Systemonomic
TonyC23/systemonomic-mcp
Model work domains, score tasks for AI suitability, and design organisations.
SyteCheck
BertPC/sytecheck-mcp
Scan a website for SEO, accessibility, performance and security issues, and read the report.
t1 t2 Protocol
Fauxetine/t1-t2-protocol
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
t3-watch
sami-abdul/t3-watch
An agent on call for the things nobody watches. Checks run free; your agent wakes only on a change.
Taasky Common ground
taasky/taasky
Coding agents (Claude Code, Codex) reach shared understanding: findings agreed, disputed or open.
tab
paidwithtab/tab
Agents pay per call over HTTP 402: 8,600+ API routes, owner-signed budgets, signed receipts.
Tabellio
yffo/tabellio
Local-first memory for AI agents: markdown source of truth, budget-aware recall, write gate.
Tabellum
dudko-dev/tabellum-mcp-setup
MCP bridge to the Tabellum database client: schema, reads, SQL drafts; writes approved in the app.
Tableau
asklokesh/tableau-mcp-server
MCP server for Tableau API integration
Tablebridge
Michael-WhiteCapData/tablebridge-mcp
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.
tabnas
tabnas/mcp
Seven tools over the tabnas parsing engine: parse, validate, diagnose, fixtures, compare.
Tachyon GPU monitor
formray/tachyon
Read-only NVIDIA GPU monitor: bottlenecks, VRAM forecast, crash diagnosis, pre-render check, jobs.
Tacitus
ionasrobert/tacitus-mcp-server
Long-term memory for AI agents: local-first PKM with provenance and hybrid search.
TACO Brasil
ianhudsonai/taco-br-mcp
Tabela Brasileira de Composição de Alimentos (TACO): 597 foods, nutrients and household measures
Tacobell
markswendsen-code/mcp-tacobell
MCP server for Taco Bell - browse menu, customize orders, place pickup
Tafsiri
gabrielmahia/tafsiri-mcp
Swahili, Kikuyu and Luo civic glossaries and language guides for Kenya. Small reference sets.
Tag Pilot GA4
tagpilot/ga4-mcp
Free, read-only Google Analytics 4: reports, funnels, realtime. Sign in with Google, no GCP setup.
Taginfo
pipeworx-io/mcp-taginfo
OSM Taginfo MCP — statistics on OpenStreetMap tags (keys and key=value pairs). Keyless.…
Tailscale RMCP
jmagar/tailscale-rmcp
Rust MCP server and CLI for Tailscale devices, users, keys, policies, and auth.
Taiwan Companies
pipeworx-io/mcp-taiwan-companies
Taiwan's statutory company register: every incorporated company, its 統一編號, capital, registered…
Taiwan Jobs 台灣求職
HsuanC0921/tw-jobs-mcp
Read-only Taiwan job search: 104, Yourator, and Greenhouse, Lever and Workday career sites.
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.