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 totalRsdoctor
web-infra-dev/rsdoctor
An MCP server that provides build analysis and optimization recommendations for Rspack projects.
QGIS
jjsantos01/qgis_mcp
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
Atlassian Rovo
atlassian/atlassian-mcp-server
Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work.
LLM Sandbox
vndee/llm-sandbox
Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.
SafeDep Vet
safedep/vet
Locally check npm and PyPI packages, such as those suggested by AI coding tools, for vulnerabilities and malicious code.
Loki Mode
asklokesh/loki-mode
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio.
Flowershow
flowershow/flowershow
Publish Markdown and HTML from your AI session as a live website. No account needed.
Microsoft 365
softeria/ms-365-mcp-server
Connect to Microsoft Office and the Microsoft 365 suite via the Graph API, including Outlook mail, files, Excel and calendar.
pyscn
ludo-technologies/pyscn
Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.
Unreal
ChiR24/Unreal_mcp
Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…
QueryWeaver
FalkorDB/QueryWeaver
An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.
Fetcher
jae-jae/fetcher-mcp
Fetch web page content using a Playwright headless browser, supporting JavaScript rendering, content extraction and Markdown or HTML output.
Brightspace
RohanMuppa/brightspace-mcp-server
Check D2L Brightspace grades, due dates, assignments, announcements, syllabus, rosters, discussions and course content.
Inspo
Nutlope/inspo
Real production websites for coding agents: palettes, fonts, fold autopsies and reference JSX.
StackQL
stackql/stackql
SQL-native query and provisioning engine for cloud infrastructure, served over MCP.
Adobe Premiere Pro
leancoderkavy/premiere-pro-mcp
Local-first MCP for supported Adobe Premiere Pro workflows; start with a read-only connection check.
Reactuse
childrentime/reactuse
Discover ReactUse React Hooks: signatures, demos and usage patterns from the library docs.
Reddit Buddy
karanb192/reddit-mcp-buddy
Browse Reddit posts, search content and analyze user activity.
Arc UI
kuratlielia/arc-library
React components and blocks with motion. Search docs, props and shadcn install commands.
anymd
SylphxAI/anymd
Any file → clean Markdown for AI agents: PDF, Office, EPUB, HTML, images, audio/video. Local MCP.
HOL Guard
hashgraph-online/hol-guard
Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MCP server.
Local RAG
shinpr/mcp-local-rag
Local document search: semantic search over PDF, DOCX, TXT and Markdown files with LanceDB vector storage and local embeddings.
Chatsum
chatmcp/mcp-server-chatsum
Query and summarize your chat messages with AI prompts.
Scaleway
scaleway/scaleway-cli
Scaleway MCP server for interacting with the Scaleway APIs
Google Sheets
xing5/mcp-google-sheets
Create, read, update and manage spreadsheets through the Google Sheets API.
Grandet
hanzohanzhe/Grandet
Cheapest API for any model across official, inference and relay providers; find free credits
Opentabs
opentabs-dev/opentabs
Plugin-based server and Chrome extension that gives AI agents access to web apps through your authenticated browser session, with a plugin SDK.
ChatCut
ChatCut-Inc/agent-plugin
AI video editor for agents: cut footage, add captions and motion graphics, export editable edits.
Neo4j
neo4j-contrib/mcp-neo4j
Neo4j integration: run queries, use Neo4j as knowledge graph memory and manage Neo4j Aura instances.
SolidInvoice
SolidInvoice/SolidInvoice
Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.
Agent Swarm
desplega-ai/agent-swarm
Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.
UniFi Access
sirkirby/unifi-mcp
Manage UniFi Access doors, credentials, policies, visitors, and events via MCP.
Kubectl
rohitg00/kubectl-mcp-server
Interact with Kubernetes clusters through natural language.
Sequential Thinking Working Notes
arben-adm/mcp-sequential-thinking
Local working notes, decisions, evidence and resumable sessions with SQLite persistence.
OpenTakeoff
Kentucky-ai/opentakeoff
Construction plan takeoff: load plan PDFs, read title blocks, set drawing scale, trace rooms and export quantities like square footage and linear feet.
Sessy
marckohlbrugge/sessy
Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
Notion
suekou/mcp-notion-server
Interact with the Notion API.
Openflowkit
openflowkit/openflowkit
Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.
Iai Personal Memory Engine
CodeAbra/iai-personal-memory-engine
Local memory daemon with episodic, semantic and procedural tiers, SQLite and hnswlib storage, sleep-cycle consolidation and AES-256-GCM encryption at rest.
Auto Browser
LvcidPsyche/auto-browser
Browser agent with human takeover via noVNC, reusable auth profiles, approval and audit controls, and isolated Docker sessions.
CNEquity
rootSunc/CNEquity
Local China A-share data lake: daily and minute bars, financial statements with point-in-time cutoffs, capital flows, corporate events and futures/options, with read-only DuckDB SQL. No API token.
Fauxnix
20000419/fauxnix
Bash for AI agents on Windows via deterministic bash-to-PowerShell translation, without WSL or a VM, with GNU-style output and persistent cwd and env.
TickDB Market Data
TickDB/tickdb-unified-realtime-marketdata-api
Real-time & historical market data: forex, stocks, crypto, indices, metals, K-line, quotes
ClickHouse
ClickHouse/mcp-clickhouse
ClickHouse database integration with schema inspection and query capabilities.
K8m
weibaohui/k8m
Multi-cluster Kubernetes management and operations with a management UI and logging, covering common DevOps tasks for standard and CRD resources.
Memorix
AVIDS2/memorix
Local-first project memory with legacy MCP and 2026 discovery compatibility.
invisible_playwright_mcp
feder-cr/invisible_playwright_mcp
AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
Kody
kody-hq/kody
Your agents' cloud for individuals and teams. Search, execute, packages, jobs, and credentials.
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.