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 totalDataassist io
DataAssistIO/dataassist-io
Query your org's data in natural language — read-only MCP access to SQL, NoSQL, files & warehouses.
DataBR
igorpdev/databr
Brazilian public data API for AI agents. BCB, IBGE, CVM, B3, compliance. x402 payments on Base.
Databricks
mcp-dir/databricks-mcp
Your Databricks Lakehouse in natural language: run SQL on your SQL warehouses, track long-running qu
Databricks Field Guide by TechFabric
Fabric-Pro/databricks-field-guide-mcp
Interactive Databricks learning, certification practice and sourced engineering guidance.
Databuddy
databuddy-analytics/Databuddy
Product analytics for AI agents: traffic, funnels, goals, errors, Web Vitals, flags and links.
Databutler
physics-star-cat/databutler
Verified facts for AI agents: rates, exams, recalls, holidays, and what changed since your cutoff.
Dataceen
com.dataceen/dataceen
Describe a business and get a running system: data model, API, MCP server, SDKs and a hosted app.
DataClawe
DataClawe/dcl-spec
AI-native database utility. Talk to your DB in plain language. No SQL. MySQL & PostgreSQL.
DataClue — AI training data
app.dataclue/catalog
Search and license real-world AI training data: egocentric video, UMI gripper demos, custom EEG.
Datacommons
turnono/datacommons-mcp-server
Discover statistical indicators and topics in Data Commons. Retrieve observations for specific var…
Dataconto
com.dataconto/buyers
Who pays owners for company records, code and datasets, closed companies included. Sourced terms.
DataCrate360 Guides & Fixes
com.datacrate360/guides-and-fixes
Search verified fixes and guides for data tools (Snowflake, dbt, Airflow, Spark…). Paste an error.
DataCrazy
mcp-dir/datacrazy-mcp
DataCrazy omnichannel CRM (WhatsApp, Instagram, Facebook) via the official API: leads, deals, pipeli
Dataddo Data to AI
com.dataddo/mcp-data
Connect LLMs to business data. Serve data from CRMs, databases, ERPs or SaaS apps via Dataddo MCP.
Dataecho
mohocp/dataecho
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.
Datafactory
atlasbyauro/datafactory
FDA 510(k)s, PMAs, recalls & trials, linked: predicate search and review-time stats for AI agents.
Datafiniti
co.datafiniti/mcp
Search, count, and download Datafiniti business, people, product, and property data.
DataForB2B
ai.dataforb2b/dataforb2b
Search and enrich B2B people & companies — 70+ filters (funding, linkedin, industry, country, ...).
DataForSEO MCP by InsightfulPipe
Insightful-Pipe/dataforseo-mcp-server
Hosted DataForSEO MCP server for Claude, ChatGPT and Cursor, with each action switched per account.
Dataful
in.dataful/dataful
Indian government statistics and public data: economy, elections, health, agriculture and more
Datagoat
io.datagoat/datagoat
Governed decision engine: yes/no, score, choice and rank answers about cases, from past outcomes.
DataGrout
ai.datagrout/datagrout
Discover, plan and run tools across your connected business systems through one OAuth MCP endpoint
DataHealth-Observer
io.github.Evozim/datahealth-observer
Database health auditor monitoring query latencies.
Dataify
io.github.dataify-server/dataify-mcp
Dataify 数据采集 MCP 服务,覆盖 Amazon、Google、YouTube、TikTok 等平台的采集与搜索
Datailo
com.datailo/datailo
One MCP connection to tenders (Victano), EU regulation (Rekvira) and law (Avokata). Keyless start.
Datalastic Vessel Tracking & Maritime Intelligence
datalastic/mcp-server-datalastic
Vessel tracking for 750,000+ ships, with ownership, inspections, port records, routes, and more.
Datamagnet
datamagnet-co/datamagnet-mcp
Live LinkedIn people, company, post and job data, ICP search and job-change signals for AI agents.
datamcp
io.github.mironovisa/datamcp
PostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access.
DataMerge
ai.datamerge/mcp
B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies, and contacts.
Datamuse
pipeworx-io/mcp-datamuse
Datamuse MCP — word-finding engine (keyless).
Datanem
GreenZenith/datanem-mcp
Turn PDFs, scans and photos into a queryable database. Invoices, CVs, receipts, in bulk.
Datao
ma.datao/mcp
Recherchez, analysez et suivez les appels d’offres publics marocains avec Datao.
Datapass Verify
mydatapass/datapass-verify
Neutral escrow for customer-data offboarding (GDPR/EU Data Act): query MyDataPass facts.
DataPorium
tech.dataporium/mcp
Stock, ETF, crypto, forex, economic and US housing market data by ZIP code for AI assistants.
Dataprev
mcp-dir/dataprev_fap-mcp
Dataprev: Fator Acidentário de Prevenção (FAP), official-source lookup. Platform-hosted, pay per que
DataQuoll
io.dataquoll/data-api
Australian data as MCP tools: incidents, gauges, declarations, calendars, police releases, archive.
Dataroia Data Trust
com.dataroia/data-trust
Vérification B2B française : SIRET, SIRENE, dirigeants RNE, santé d'entreprise. Hébergé en France.
Dataset Aggregate & Pivot
Nero-Engine/dataset-aggregate-pivot-mcp
GROUP BY and pivot tables for JSON rows: 11 functions, date buckets, top N, totals, messy numbers.
Dataset Diff & Change Detector
Nero-Engine/dataset-diff-detector-mcp
Compare two versions of a JSON row list: what was added, removed or changed, field by field.
Dataset Filter & Transform
Nero-Engine/dataset-filter-transform-mcp
Clean, filter and reshape JSON rows in one call: 26 transforms, 25 filters, sort, dedupe, limit.
Dataset Join & Merge
Nero-Engine/dataset-join-merge-mcp
Join two lists of JSON rows on a key, like SQL or VLOOKUP: left, inner, full, anti joins, union.
Dataset licence facts
george-kozlitin/dataset-licence
Licence facts for popular Hugging Face datasets: declared licence, files, sources, conflicts.
DatasheetVend
FelixNovaNexus/datasheet-vend
Turn datasheets into source-backed JSON contracts, pinout matrices, and KiCad CAD for AI agents.
DataSnipe
app.datasnipe/datasnipe-mcp
Extract structured data points from research papers and other documents with an LLM.
DataSocial
hashfunction-dev/datasocial-mcp
Query a TikTok data warehouse (creators, videos, sounds, daily history) with read-only SQL.
datastandard
pro.datastandard/datastandard
The filed record of India's listed companies, every figure tied to the filing it came from.
datatomcp
datatomcp/datatomcp-mcp
Query your CSVs and Google Sheets from any agent: filter, group and total with exact results.
datavessel
io.datavessel/mcp
200+ read/write tools for GA4, Search Console, Google Ads, Shopify, WooCommerce, Shopware & more.
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.