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 totalDrawarch
Ajey95/drawarch-mcp
Create editable Draw.io architecture diagrams from prompts and reference images.
Einvoice
makririch/einvoice-mcp
XRechnung & ZUGFeRD: create, validate, and convert German e-invoices. EN 16931 compliant.
Elfa AI
elfa-ai/mcp
Crypto social intelligence from X and Telegram, plus the Elfa Auto condition engine
EnConvert
enconvert/mcp
Unified web ingestion for AI agents: perceive, discover, search, extract, ingest, watch, convert.
Envelope
tymrtn/U1F4E7
Your own IMAP/SMTP mailboxes as agent tools, with per-agent policy and human-approved sends.
Eurostat
cyanheads/eurostat-mcp-server
Search and query the Eurostat catalogue — EU economy, demography, trade, and NUTS regional data.
EvoBurrow
daredoole/evoburrow-mcp
Unofficial guarded A1 Evo AcoustiX, REW, and Denon/Marantz calibration tools.
Fantoma
Huzy85/fantoma
Accessibility-tree browser for AI agents: read pages, log in, extract data, run tasks.
Fedlex
malkreide/fedlex-mcp
Swiss federal law, consultations (Fedlex) & TERMDAT terminology (LINDAS) via SPARQL
Figma CodeKit
Mehmoodqureshi/figma-codekit-mcp
Figma to pixel-perfect code: deterministic HTML/React, then a render + pixel-diff verify loop.
Figma to Code
felixAnhalt/figma-to-code-mcp
LLM-optimized Figma MCP server.
Figuard Core
figuard/figuard-core
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, audit every decision.
Find Research Papers
surendranb/find-research-papers-mcp
Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.
Florence2
jkawamoto/mcp-florence2
An MCP server for processing images using Florence-2
Fluxmail
fluxmailai/fluxmail
Read, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.
Footballbin
billychl1/footballbin-mcp-server
AI match predictions for Premier League & Champions League - scores, goals, corners
FormsList
com.formslist/mcp
Form backend for AI agents: create live form endpoints, configure them, read submissions.
Foundry Zksync
Jrigada/foundry-zksync-mcp
Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era development
France Travail
jojolabagarre/france-travail-mcp
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et ROMEO.
FRED Economic Data
danishashko/fred-economic-mcp
FRED economic data: GDP, inflation, unemployment, rates, and 800k+ Federal Reserve time series.
Fresha by Cotlet
cotletdev/fresha-api-mcp-server
Appointments, clients, sales and reviews for salons and spas.
Gdelt
cyanheads/gdelt-mcp-server
Search and analyze global news coverage and US TV transcripts via the GDELT Project APIs.
GenPark Adaptive Batch Request Debouncer
alphaparkinc/genpark-adaptive-batch-request-debouncer-skill
Adaptive sliding window query debouncing and micro-batch coalescing engine optimizing LLM throughput
GenPark Adaptive Exponential Backoff with Jitter Retry
alphaparkinc/genpark-adaptive-exponential-backoff-jitter-retry-skill
Full jitter exponential backoff retry scheduling and half-open circuit breaker for LLM APIs
GenPark Agent State Snapshot & Time-Travel Skill
alphaparkinc/genpark-agent-state-snapshot-time-travel-skill
Agent conversation state snapshotting and time-travel rollback engine pruning divergent hallucinatio
GenPark Aho-Corasick Multi-Pattern Matcher
alphaparkinc/genpark-aho-corasick-multi-pattern-matcher-skill
High-throughput Aho-Corasick automaton for simultaneous multi-keyword dictionary matching and conten
GenPark AST Diff Semantic PR Summarizer
alphaparkinc/genpark-ast-diff-semantic-pr-summarizer-skill
Synthesize semantic AST delta trees across git diffs and classify breaking signature changes
GenPark Audio Packet Jitter Resilience Buffer
alphaparkinc/genpark-audio-packet-jitter-resilience-buffer-skill
Adaptive WebRTC jitter buffer simulation and inter-arrival jitter telemetry
GenPark Bloom Filter URL Dedup Crawler
alphaparkinc/genpark-bloom-filter-url-dedup-crawler-skill
In-memory Bloom filter for URL and document hash deduplication preventing redundant web crawler inge
GenPark Circuit Breaker Fault Sentinel
alphaparkinc/genpark-circuit-breaker-fault-sentinel-skill
Three-state circuit breaker with failure rate tripping and automatic half-open probe recovery
GenPark Complex Financial Formula Audit Validator
alphaparkinc/genpark-complex-financial-formula-audit-validator-skill
Arithmetic consistency checks and cross-footing validation for financial statements
GenPark Concurrency Semaphore Guard
alphaparkinc/genpark-concurrency-semaphore-guard-skill
In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate
GenPark Consistent Hash Ring Router
alphaparkinc/genpark-consistent-hash-ring-router-skill
Consistent hashing ring with virtual nodes for distributed LLM cache routing and agent partitioning
GenPark Context Window Token Pruner
alphaparkinc/genpark-context-window-token-pruner-skill
Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar
GenPark Conversational Barge-In Interruption Arbitrator
alphaparkinc/genpark-conversational-barge-in-interruption-arbitrator-skill
Arbitrate conversational interruptions with echo rules and playback truncation estimation
GenPark Cron Jitter Scheduler Agent
alphaparkinc/genpark-cron-jitter-scheduler-agent-skill
Crontab syntax parser and distributed jittered task scheduler preventing thundering herds in autonom
GenPark Distributed Deadlock Wait-For-Graph Detector
alphaparkinc/genpark-distributed-deadlock-wait-for-graph-detector-skill
Real-time Tarjan SCC cycle detection on lock Wait-For-Graphs with victim transaction arbitrator
GenPark Distributed ID Snowflake Generator
alphaparkinc/genpark-distributed-id-snowflake-generator-skill
64-bit Twitter Snowflake-compatible distributed unique ID generator with clock backwards drift prote
GenPark Distributed Lease Lock Coordinator
alphaparkinc/genpark-distributed-lease-lock-coordinator-skill
In-memory distributed lease lock with monotonically increasing fencing tokens preventing multi-agent
GenPark Entropy Hallucination Detector
alphaparkinc/genpark-entropy-hallucination-detector-skill
Token entropy and n-gram perplexity analyzer auditing LLM outputs for degenerate repetition loops an
GenPark Exponential Backoff Jitter Retry
alphaparkinc/genpark-exponential-backoff-jitter-retry-skill
Enterprise retry engine with full jitter, decorrelated jitter, and truncated exponential backoff for
GenPark Few-Shot MMR Diversity Selector
alphaparkinc/genpark-few-shot-mmr-diversity-selector-skill
Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for L
GenPark Git Commit Conventional Semantic Linter
alphaparkinc/genpark-git-commit-conventional-semantic-linter-skill
Conventional Commits 1.0.0 semantic linter and changelog grouping engine parsing breaking changes an
GenPark Git Semantic Cherry-Pick Conflict Resolver
alphaparkinc/genpark-git-semantic-cherry-pick-conflict-resolver-skill
Three-way AST hunk alignment and non-overlapping block conflict resolution for Git cherry-picks
GenPark Graph Cycle Deadlock Detector
alphaparkinc/genpark-graph-cycle-deadlock-detector-skill
Tarjan strongly connected components cycle and deadlock detector for multi-agent DAG workflows
GenPark Hybrid Bounding Box OCR Table Reconstructor
alphaparkinc/genpark-hybrid-bounding-box-ocr-table-reconstructor-skill
Spatial clustering 2D grid reconstructor converting OCR boxes into Markdown tables
GenPark JSON Pointer Patch Delta
alphaparkinc/genpark-json-pointer-patch-delta-skill
RFC 6901 / RFC 6902 compliant JSON Pointer and JSON Patch delta computation engine
GenPark JSON Schema Contract Validator
alphaparkinc/genpark-json-schema-contract-validator-skill
Zero-dependency JSON schema subset validator ensuring LLM structured outputs strictly conform to con
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.