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 totalSkillhub
214140846/skillhub-mcp
MCP server that exposes Claude-style skills to any MCP client.
Skimless
pedroofrancaa/skimless
Reading order for big pull requests: what to read first, what can wait. Offline, no model.
Skyelight
plastrlab/skyelight-mcp
Give your AI assistant feedback pinned to the exact element, with its code, so it can fix and reply.
Slack
stevenvo/slack-mcp-server
Read Slack conversations, threads, user info, and search messages from your MCP client.
Slack Lists
justadityaraj/slack-lists-mcp
Full read + write access to Slack Lists for AI: create, update, check off, reassign, delete.
Slickfast
SlickFast/slickfast
JSON in. Chart or Page out. Same picture forever. Scientific plots included.
Smarter Weather Developer Onboarding
smarterweather/developer
Onboard to Smarter Weather from your agent: plans, docs, sign-up, API keys, MCP config, billing.
SmartTokenGuard
nwjnjjj/smart-token-guard
Stop burning credits on broken AI video: check every render before you pay for the next one.
Smeltr Token-2022
Space-Raven/Smeltr
Validate Token-2022 configs (transfer fee, soulbound, delegate). Read-only — no keys or RPC.
Social Signal
pipeworx-io/mcp-social-signal
Social Signal — post-VOLUME TIME SERIES across the open social networks that can be read without…
SolidWorks
NejcDvorsek/sw-mcp
Model, measure and verify parametric parts and assemblies in a running SolidWorks (Windows).
Soma
dinglebear-ai/soma
RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and scaffold support.
Sonicake Pocket Master
voronkovd/pocket-master-mcp
Control a Sonicake Pocket Master guitar processor over USB MIDI: amps, effects and presets.
Sophos Central
rijul170/sophos-central-mcp
MCP server for Sophos Central — endpoint security, XDR/MDR, and MSSP multi-tenant ops
Sota
qso-graph/sota-mcp
Summits on the Air MCP server. Summit lookup, spots, alerts, nearby summits.
Sourceright
edithatogo/sourceright
Reference verification MCP server for CSL bibliographies, evidence, and audited writes.
Space Standards
manojknaikade/space-standards-mcp
Cited, requirement-level Q&A over ECSS and NASA standards you supply (bring your own documents)
Spark SQL
aidancorrell/spark-sql-mcp-server
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
speedread
brennengreen/speedread
Token-efficient code reading for coding agents: symbol-aware, budgeted, diff-aware reads.
Spendlog
makz81/spendlog
MCP server for expense tracking, invoices, budgets, and financial insights directly in Claude
Spicrawl
OfficialSpicrawl/mcp
Web scraping MCP server: any URL to Markdown or JSON, with JavaScript rendering and batch jobs.
Spira
Inflectra/mcp-server-spira
A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra.
Spomory
yliuai/spomory
Explainable graph-retrieval memory engine with an RL-trained management policy.
Sport
andrequeiroz2/mcp-sport
MCP server that exposes Formula 1 data from the OpenF1 API.
Sports Game Odds
pipeworx-io/mcp-sports-game-odds
Sports Game Odds MCP — wraps the Sports Game Odds API (sportsgameodds.com)
Spotify
NovaLux12/spotify-mcp-server
Spotify Web API MCP: playback, library, playlists, search, podcasts. Not affiliated with Spotify.
Spronta
spronta/mcp
Upload, transform, and deliver images on a global CDN via AI agents.
SQL Builder AI
CSOAI-ORG/sql-builder-ai-mcp
Sql Builder Ai MCP Server by MEOK AI Labs
SQL Rust
rzlco666/mcp-sql-rust
Token-efficient MCP server for MySQL, PostgreSQL, and SQLite
SQL Server MCP (Windows)
TharanaBope/SQL-MCP-Mac-Windows
SQL Server MCP with RAG capabilities for Windows (native ODBC support)
SQLite Local AI Memory
cheveguerra/sqlite-local-ai-memory
100% In-Process Bare-Metal Hybrid Memory Engine & MCP Server for LLMs (SQLite + Int8 Vectors).
SQLite MCP Sidecar
xakpc/sqlite-mcp-sidecar
Agent-safe MCP sidecar for one live SQLite database: read-only default, bounded writes.
Sqlite3
daedalus/mcp-sqlite3
MCP server exposing sqlite3 library functionality
SRA-RiskGate
sriram1983007-dev/sra-riskgate-mcp
Check stablecoin and x402 payments before an AI agent pays: approve, hold or reject.
Srgssr
malkreide/srgssr-mcp
SRG SSR weather, video, audio, EPG, Polis
SSH Host Storage & Remote Exec
xlbbb-cn/mcp_ssh_exec_cmd
Stdio MCP server for SSH host storage and remote command execution with a connection-pool monitor.
SSRS2
AntoineGou/SSRS2
Markdown to editable PowerPoint, Word, PDF; checks, edits and previews RDLC/RDL reports.
ssyubix-pixelart
syuaibsyuaib/ssyubix-pixelart-mcp
Draw pixel-art tiles and tilesets for 2D games, with PNG+metadata export for Unity.
Stackexchange
pipeworx-io/mcp-stackexchange
StackExchange MCP — wraps the StackExchange API v2.3 (free, no auth required for read)
Standup mr
Jubstaaa/standup-mr
Standup notes from merge request state, with the failed job's error lines.
Stat Ee
pipeworx-io/mcp-stat-ee
Statistics Estonia (andmed.stat.ee) PxWeb MCP. Keyless.
Staticbot
bitfiction/staticbot-mcp
Deploy websites, migrate app backends, and run continuous sync with explicit approval gates.
Steam
Playtide-studios/steam-mcp
Steam market intelligence MCP server for game developers: app search, trends, reviews, news.
Steelmind
stabgan/steelmind-mcp
Structured thinking + steel-manning verification for AI agents. Backed by 43+ papers.
Steledger
steledger/steledger-gateway
Durable identity and memory for AI agents, anchored on the Emercoin blockchain.
Stellar Agent Search
berkingurcan/stellar-agent-search
Discover and rank Stellar 8004 agents with a read-only MCP server and fail-closed contract probes.
STIG
jeneric/STIG-MCP
MCP server: MITRE ATT&CK® -> NIST 800-53r5 -> DISA STIG fix/check steps, mitigations and detections
stipend.sh
stipend-sh/stipend
Non-custodial USDC wallet on Base with spending limits enforced in code, not in a prompt.
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.