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 totalScumble
DenRakEiw/scumble
Agents drive a layered AI inpainting editor: select by text, inpaint, mask, layers, PSD/ORA export.
PayRam
PayRam/payram-mcp
Install, configure, operate and integrate self-hosted PayRam crypto payment gateways.
Alibabacloud Tablestore
aliyun/alibabacloud-tablestore-mcp-server
Alibaba Cloud Tablestore: add documents and search them semantically by vectors and scalars, suited to serverless RAG.
Neurolink
juspay/neurolink
Edge-first AI platform unifying many providers and models, with multi-agent orchestration, human-in-the-loop workflows, guardrails and context summarization.
Postman
delano/postman-mcp-server
Interact with the Postman API.
Website Downloader
pskill9/website-downloader
Download entire websites using wget, preserving their structure and converting links to work locally.
Insumer
insumerapi/mcp-server-insumer
Wallet auth: send a wallet and conditions, get a signed boolean across 37 chains.
Scopeblind Gateway
ScopeBlind/scopeblind-gateway
Fail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. Denies on any error.
Make
integromat/make-skills
Build, run and debug Make automation scenarios.
Context Keeper
redleaves/context-keeper
LLM-driven context and memory management: short- and long-term memory with vector, timeline and knowledge graph retrieval plus reranking.
Esp
horw/esp-mcp
Fix build issues for ESP32-series chips with ESP-IDF.
OpenDataMCP
OpenDataMCP/OpenDataMCP
Connect any open data source to LLMs.
ContextLattice
sheawinkler/ContextLattice
Private-by-default memory and context layer for agents with staged retrieval across fused data backends and long-horizon context continuity.
FetchSandbox
fetchsandbox/mcp
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
Leetcode
jinzcdev/leetcode-mcp-server
Access LeetCode problems, solutions, submissions and public data, with optional login for user features such as notes; supports the global and China sites.
Browserstack
browserstack/mcp-server
BrowserStack's Official MCP Server
Hypertool
toolprint/hypertool-mcp
Dynamically expose tools from proxied servers based on an Agent Persona
PostgreSQL
antonorlov/mcp-postgres-server
Access PostgreSQL databases, including those behind an SSH bastion.
Mnemosyne
28naem-del/mnemosyne
Evidence-tracked local memory MCP server: one SQLite file; corrections retire dependent memories.
Virustotal
w0h1v/mcp-virustotal
MCP server for querying VirusTotal API with comprehensive security analysis tools.
Ffmpeg
video-creator/ffmpeg-mcp
Local video search, trimming, stitching and playback through conversation, using the ffmpeg command line.
K8S
silenceper/mcp-k8s
Manage any Kubernetes resource, including native resources and CRDs, through natural language.
WebReaper
alex-on-ai/WebReaper
Web scraper that returns clean Markdown, distributed as a single binary.
Sonicmatch
js713-lab/sonic-match-mcp
Analyze video mood and pace, then recommend license-safe BGM with a mix spec.
ts Core
cyanheads/mcp-ts-core
Agent-native TypeScript framework for building MCP servers.
Apiguru Amazon Data
apiguru-app/agent-kit
Live Amazon marketplace data across 20 countries: product details, reviews, keyword search, best-sellers, deals, offers/buy box/stock and seller profiles. Hosted keyless endpoint (free calls, then x402 pay-per-call in USDC) or an API key; also runs locally via uvx apiguru-mcp.
Zero Slop
manavmishra/ZeroSlop
Score and edit AI-assisted prose, with checks for changes to names, numbers, quotations and links.
Jira Stdio
freema/mcp-jira-stdio
MCP server for Jira Cloud — issues, search, comments, attachments, transitions.
Kom
weibaohui/kom
Multi-cluster Kubernetes management and operations, embeddable as an SDK, covering common DevOps tasks for standard and CRD resources.
mockd
getmockd/mockd
Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE and SOAP APIs with chaos engineering, stateful CRUD, spec imports and deterministic seeded responses.
Pump SDK
nirholas/pump-fun-sdk
Build extend and maintain pump - Token creation buying selling migration fee collection
Web Scout
pinkpixel-dev/web-scout-mcp
Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…
GhidraMCP
13bm/GhidraMCP
Ghidra plugin for binary analysis: function inspection, decompilation, memory exploration and import/export analysis.
Hetzner Cloud
dkruyt/mcp-hetzner
A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions.
mcpsurfr
nkapila6/mcpsurfr
Local web search with multi-engine deep research and on-device re-ranking. No API keys.
Memento
jee1/memento
Agent memory MCP server with 4-type cognitive memory, hybrid search, and TTL-based forgetting.
Unraid RMCP
dinglebear-ai/unraid
Rust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.
Arxiv Latex
takashiishida/arxiv-latex-mcp
Get the LaTeX source of arXiv papers to handle mathematical content and equations.
Asana
roychri/mcp-server-asana
Interact with the Asana API.
Aftereffects
kumoproductions/mcp-aftereffects
MCP server for Adobe After Effects — comp/layer introspection, undo-grouped ops, frame rendering.
Linear
tacticlaunch/mcp-linear
Integrate with the Linear project management system.
Bigquery
ergut/mcp-bigquery-server
Access and query Google BigQuery databases.
Freqtrade
kukapay/freqtrade-mcp
Integrate with the Freqtrade cryptocurrency trading bot.
Openzim
cameronrye/openzim-mcp
Search and navigate Wikipedia and other ZIM-format knowledge archives offline, with smart retrieval and caching.
Buddy phone tools
ghorbelhamdi/buddy-android
Android phone tools for AI agents (read the screen, tap, type, open apps), served by the Buddy app.
Octagon
OctagonAI/octagon-mcp-server
Integrate private and public market data via Octagon AI agents.
Redash
seob717/redash-mcp
Redash integration: natural-language SQL with safety guards and PII detection, table selection, saved queries, dashboards, widgets and alerts.
CrawlHive
h100envy/crawl-hive
Memecoin safety scanner for Solana, BNB and Robinhood Chain with an onchain track record
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.