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 totalTenant Isolation
subodhkc/mcp-tenant-isolation
Static analysis scanner for MCP server code and multi-tenant SaaS applications.
DashClaw
ucsandman/DashClaw
Fail-closed approval layer for unattended agent runs: checks actions against org policy, requests human approval and logs every decision to a causal ledger.
Workopia — Job Search
workopia/workopia-mcp
Workopia job search across employer career pages and ATS feeds, plus PDF resume generation, resume tailoring, cover letters and career advice.
Git Ingest
adhikasp/mcp-git-ingest
Read and analyze GitHub repositories.
Elasticsearch
cr7258/elasticsearch-mcp-server
Interact with Elasticsearch.
Homebutler
Higangssh/homebutler
Homelab management across multiple servers via SSH: system resource monitoring, Docker containers, Wake-on-LAN, network scans, open-port checks and alerts.
BankMCP™
noskillish/bankmcp
Read-only MCP server for your own bank accounts via Enable Banking. Self-hosted, one user.
Nim Language
nim-lang/langserver
MCP server providing symbol navigation, diagnostics, and type resolution for Nim projects
Illustrator
ie3jp/illustrator-mcp-server
Adobe Illustrator MCP with 66 tools — more than the official Illustrator MCP. macOS | Windows.
CloakBrowser
swimmwatch/cloakbrowser-mcp
Playwright MCP-compatible browser automation using CloakBrowser Chromium.
Mikrotik
wiresage/mikrotik-mcp
MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via SSH.
Plur
plur-ai/plur
Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP.
Research Toolkit
rrrrrredy/research-toolkit
Eight local research workflow tools for task setup, saved progress, stage guidance, configurable report review, and delivery checks.
Canvas
vishalsachdev/canvas-mcp
Canvas LMS integration for students and educators with optional privacy controls
showtime
FavioVazquez/showtime
Local video studio for your coding agent: scenes, voice, music and captions, on your machine.
llm-context
cyberchitta/llm-context.py
Share code context with LLMs via MCP or the clipboard.
Tmux
nickgnd/tmux-mcp
Interact with your Tmux sessions, windows and pane, execute commands in tmux panes and retrieve result.
Domain Check
saidutt46/domain-check
Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, and name generation.
Claude Code
SDGLBL/mcp-claude-code
Implements Claude Code-like capabilities for code understanding, modification and project analysis.
HeyClaude
JSONbored/awesome-claude
Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools.
Engrim
timgordontg/engrim
Cross-model, local-first episodic memory engine for Claude Code, Cursor, Codex, and Antigravity. SQLite FTS5 (BM25) + 8MB static model2vec CPU embeddings via Reciprocal Rank Fusion; stdio MCP server for durable decisions, budget-capped boot context, and hybrid recall. Zero cloud, zero telemetry.
OSS Snowflake
Snowflake-Labs/mcp
Snowflake: prompt Cortex Agents, query structured and unstructured data, manage objects, run SQL and query semantic views, with RBAC and CRUD controls.
Yuque
yuque/yuque-mcp-server
MCP server for Yuque — expose your knowledge base to AI assistants.
FileScopeMCP
admica/FileScopeMCP
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages, Python, Lua, C, C++, Rust, Zig.
Emulo
ohad6k/emulo
Loads a personal profile mined from your local Claude Code, Codex and OpenCode logs so agents work the way you do.
AndroidMCP Framework
kshivam1177/android-mcp-framwork
MCP server and CLI for Android development and change-aware Android and Flutter testing workflows.
squirrelscan
squirrelscan/squirrelscan
Website QA for your coding agent: audit SEO, performance, security, accessibility over MCP.
Rust Docs
Govcraft/rust-docs-mcp-server
Up-to-date documentation for a specific Rust crate via semantic search and LLM summarization.
AsDecided
asdecided/core
Read-only access to deterministic engineering decisions stored in a local repository.
OrchestKit Docs
yonatangross/orchestkit
Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.
Knowledge RAG
lyonzin/knowledge-rag
Offline RAG for Claude Code with hybrid BM25 and semantic search, cross-encoder reranking, Markdown-aware chunking and query expansion.
Kokon
GabrieleLozupone/kokon
Generate and edit images offline with Qwen-Image 2.1 on your GPU. Needs the Kokon desktop app.
Audionaut
kvoltmer/Audionaut
Edit Audionaut multitrack projects: cut, fade, analyse, export. Requires the Audionaut app.
Codex Bridge
Fanch-hui/codex-bridge
Connect MCP clients to local Codex Bridge agents, projects, approvals and workspace tools.
consult7
szeider/consult7
Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code
Contracts Wizard
OpenZeppelin/contracts-wizard/mcp
Generate secure smart contracts in multiple languages from OpenZeppelin Wizard templates.
Video Editing
burningion/video-editing-mcp
Add, analyze, search and generate video edits from your Video Jungle collection.
WeftCut
WeftCut/WeftCut
Drive the WeftCut desktop video editor: trim and split clips, keyframes, effects, captions, audio mixing, markers and export, with live edits and dry runs.
Guaardvark
guaardvark/guaardvark
Self-hosted AI studio exposing local image, video and music-video generation, upscaling, RAG and code intelligence, with renders queued on your own GPU.
ResiMind
1105216375-alt/resimind
Exact polynomial checks, sparse expansion and verified rule memory. Local MCP tools, no model key.
Bestax
allxsmith/bestax
Props, examples, CSS variables and Agent Skills for bestax-bulma React components (Bulma v1)
Imap
nikolausm/imap-mcp-server
IMAP/SMTP MCP server to search, read, organize, send, reply & forward email for AI assistants
AdLoop
kLOsk/adloop
Google Ads, Reddit Ads, GA4 and Tag Manager in your AI client, with a preview before every change.
Tetrees
TetreesEX/TetreesAgent_EX
Own, grow and trade portable agent intelligence via TAIP/1 Packs and MCP.
Kolibri
public-ui/kolibri
Accessible KoliBri web component samples, specs, docs and scenarios.
Markmap
jinzcdev/markmap-mcp-server
Convert Markdown into interactive markmap mind maps with PNG/JPG/SVG export and live browser preview.
Easyeda Pro
oaslananka/easyeda-mcp-pro
MCP server for EasyEDA Pro: PCB inspection, BOM, exports, and hardware review.
OrcaReplay
Continuum-AI-Corp/OrcaReplay
Read, replay and fork recorded coding-agent runs.
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.