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
45,119 totalFilesystem
j0hanz/filesystem-mcp
Filesystem MCP server for AI assistants.
Gdharness
Aureliolo/gdharness
A harness for driving a Godot 4 project from an agent: addons, runtime bridge, MCP server, CLI.
Google Maps Places
domdomegg/google-maps-places-mcp
Allow AI systems to search for places and get business info via Google Maps Places API.
Google Trends
purahmanian/google-trends-mcp
Google Trends MCP server: interest over time, comparisons, related queries, trending searches
Holographic Memory
writerslogic/holographic-memory
Local persistent memory for AI agents with recall, search, forgetting, and encrypted storage.
Kairos Lang
azathothx/kairos-lang
Evaluate (list/next) and validate Kairos schedule definitions; look up the descriptor reference
Kolejki Nfz
ContentWriterco/kolejki-nfz-mcp
NFZ waiting times in Poland: where a specialist, test or treatment is available soonest
Lithtrix
lithtrix/api
Identity, memory, trust, and swarm MCP tools for AI agents. Spark trial at lithtrix.ai.
Maven Decoder
salitaba/maven-decoder-mcp
Lets AI agents read the real source of any Maven dependency, decompiled from ~/.m2 or Central.
Multi Gmail
gx-55/multi-gmail-mcp
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, and organize.
N3MO
RajX-dev/N3MO
N3MO: Code intelligence engine mapping repositories into queryable symbol graphs.
Notion Arena
SynergyFlowLabs/notion-arena
MCP server for Notion Arena — 143 Notion components: 132 widgets + 11 recipes
OpenJEV
markylaredo/openjev-mcp
Typed AI judgments for agents: choice, score, and yes/no probabilities instead of prose.
Powietrze
ContentWriterco/powietrze-mcp
Air quality in Poland: live GIOŚ measurements, smog warnings, CAMS forecast and pollen
Project Parva
dantwoashim/Project_Parva
Read-only Nepali date, calendar, festival, Panchanga, and temporal verification tools.
Proxmox VE
Samik081/mcp-pve
Manage Proxmox VE through AI assistants
Rosetta
Arielbs/rosetta-mcp-server
Rosetta/PyRosetta protein modeling and Biotite translation for computational biology
Seegeo
Tunisian-Aaron/seegeo
Audit any website for AI visibility: graded report, findings with fixes, AI crawler access check.
Serial
es617/serial-mcp-server
Let AI agents interact with serial devices — list ports, connect, send, and read.
ServiceNow
jschuller/mcp-server-servicenow
ServiceNow MCP server: Table API, CMDB, schema, aggregates, update sets and four Agent Skills.
Somiya
yankevych/somiya-mcp
Your family's Somiya calendar, tasks and lists. Reads; any change waits for you to confirm.
Stats Explorer
meador793/stats-explorer-mcp
Verified statistics for AI agents: guided tests, A/B tests, Tukey HSD, reports, optional Jev checks.
ToolTrust Scanner
AgentSafe-AI/tooltrust-scanner
Scans MCP servers for prompt injection, data exfiltration, and privilege escalation.
Vectreal
Vectreal/vectreal-platform
Upload, publish and embed 3D models on any website from your agent.
Wso2 Docs
iamvirul/wso2-docs-mcp-server
Semantic search over WSO2 docs (APIM, IS, MI, Choreo, Ballerina) via RAG and pgvector.
Flexreport Finance
cbecks1212/flexreport-mcp
Live market events, research reports, and 750M+ curated equity datapoints on 2,900+ companies.
memecub
liyupi/memecub
Find memes and Chinese 表情包, and auto-place reaction images into articles, with license info.
Stack Overflow
StackExchange/Stack-MCP
Access Stack Overflow's trusted and verified technical questions and answers.
Codex
Codex-Data/codex-mcp
Real-time enriched blockchain and market data across many networks via the Codex API.
Inkeep
inkeep/mcp-server-python
RAG Search over your content powered by Inkeep
Javascript
reflagcom/javascript/cli#model-context-protocol
Manage Reflag feature flags from chat in your IDE.
Time
TheoBrigitte/mcp-time
MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.
Alertmanager
ntk148v/alertmanager-mcp-server
A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager
Amazon Bedrock
zxkane/mcp-server-amazon-bedrock
Generate images with the Amazon Nova Canvas model.
Bugsnag
tgeselle/bugsnag-mcp
Interact with Bugsnag.
Callcenter js
gerkensm/callcenter.js-mcp
Make phone calls using VoIP/SIP and OpenAI's Realtime API, and observe the transcript.
Chatgpt Responses
billster45/mcp-chatgpt-responses
Talk to ChatGPT and use its web search capability.
DoorDash
JordanDalton/DoorDash-MCP-Server
Unofficial DoorDash Delivery integration.
Memory 1file
pomazanbohdan/memory-mcp-1file
Persistent semantic and graph-based agent memory in a single self-contained binary with embedded database and models.
mq Bridge
marcomq/mq-bridge/mq-bridge-app
Move data between Kafka, NATS, RabbitMQ, MQTT, IBM MQ, SQL databases, MongoDB, files and HTTP: publish messages and run copy routes with endpoints given inline as JSON, while the rows never pass through the model's context.
Overseerr
jhomen368/overseerr-mcp
Media discovery, requests and management via Overseerr and Seerr for Plex, Jellyfin and Emby.
Ozon
PCDCK/ozon-mcp
Ozon Seller and Performance APIs with auto-pagination, rate-limit handling and analytical workflows for stock-out risk, content audits and prices.
RAGStack Lambda
HatmanStack/RAGStack-Lambda/ragstack-mcp
Access RAGStack serverless knowledge bases on AWS: search, chat with AI answers, upload documents and media, scrape websites and analyze metadata.
ServeMyAPI
Jktfe/serveMyAPI
Securely store and access API keys across projects using the macOS Keychain.
Sqlalchemy
OpenLinkSoftware/mcp-sqlalchemy-server
Generic database (DBMS) connectivity via SQLAlchemy using pyodbc.
Stadiamaps ts
stadiamaps/stadiamaps-mcp-server-ts
Stadia Maps location APIs: geocode addresses and places, find time zones, and create routes and static maps.
Telebrief
belaytzev/Telebrief
Self-hosted digests of your Telegram channels over MCP: AI summaries, the last digest and raw per-channel messages, with OpenAI, Anthropic or Ollama.
AgentLens
agentkitai/agentlens
Tamper-evident AI agent observability: hash-chained audit log with verification and signed export (EU AI Act Art. 12), plus OpenTelemetry GenAI traces.
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.