# MCPDirectory > Find MCP servers for the work you need to do. MCPDirectory lists 1,614 MCP servers. Updated 2026-10-29. Every page has a markdown copy: add `.md` to its URL, or send `Accept: text/markdown`. The home page copy is [index.md](https://mcpdirectory.fyi/index.md). ## Countries - [United States](https://mcpdirectory.fyi/us.md): 717 MCP servers - [United Kingdom](https://mcpdirectory.fyi/gb.md): 75 MCP servers - [Germany](https://mcpdirectory.fyi/de.md): 71 MCP servers - [India](https://mcpdirectory.fyi/in.md): 60 MCP servers - [China](https://mcpdirectory.fyi/cn.md): 54 MCP servers - [Spain](https://mcpdirectory.fyi/es.md): 40 MCP servers - [South Korea](https://mcpdirectory.fyi/kr.md): 33 MCP servers - [Canada](https://mcpdirectory.fyi/ca.md): 31 MCP servers - [Türkiye](https://mcpdirectory.fyi/tr.md): 31 MCP servers - [Australia](https://mcpdirectory.fyi/au.md): 30 MCP servers - [Singapore](https://mcpdirectory.fyi/sg.md): 28 MCP servers - [Brazil](https://mcpdirectory.fyi/br.md): 27 MCP servers - [Japan](https://mcpdirectory.fyi/jp.md): 27 MCP servers - [Netherlands](https://mcpdirectory.fyi/nl.md): 26 MCP servers - [Poland](https://mcpdirectory.fyi/pl.md): 23 MCP servers - [Switzerland](https://mcpdirectory.fyi/ch.md): 21 MCP servers - [France](https://mcpdirectory.fyi/fr.md): 20 MCP servers - [Israel](https://mcpdirectory.fyi/il.md): 20 MCP servers - [Ireland](https://mcpdirectory.fyi/ie.md): 15 MCP servers - [Sweden](https://mcpdirectory.fyi/se.md): 15 MCP servers - [Taiwan](https://mcpdirectory.fyi/tw.md): 15 MCP servers - [United Arab Emirates](https://mcpdirectory.fyi/ae.md): 14 MCP servers - [Italy](https://mcpdirectory.fyi/it.md): 14 MCP servers - [Thailand](https://mcpdirectory.fyi/th.md): 14 MCP servers - [Russia](https://mcpdirectory.fyi/ru.md): 11 MCP servers - [Austria](https://mcpdirectory.fyi/at.md): 10 MCP servers - [Norway](https://mcpdirectory.fyi/no.md): 10 MCP servers - [Vietnam](https://mcpdirectory.fyi/vn.md): 10 MCP servers - [Denmark](https://mcpdirectory.fyi/dk.md): 9 MCP servers - [Finland](https://mcpdirectory.fyi/fi.md): 9 MCP servers - [Bulgaria](https://mcpdirectory.fyi/bg.md): 8 MCP servers - [Czechia](https://mcpdirectory.fyi/cz.md): 8 MCP servers - [Portugal](https://mcpdirectory.fyi/pt.md): 8 MCP servers - [Ukraine](https://mcpdirectory.fyi/ua.md): 8 MCP servers - [Hong Kong](https://mcpdirectory.fyi/hk.md): 7 MCP servers - [Belgium](https://mcpdirectory.fyi/be.md): 6 MCP servers - [Estonia](https://mcpdirectory.fyi/ee.md): 6 MCP servers - [Romania](https://mcpdirectory.fyi/ro.md): 6 MCP servers - [Slovenia](https://mcpdirectory.fyi/si.md): 5 MCP servers - [Argentina](https://mcpdirectory.fyi/ar.md): 4 MCP servers - [Hungary](https://mcpdirectory.fyi/hu.md): 4 MCP servers - [Mexico](https://mcpdirectory.fyi/mx.md): 4 MCP servers - [New Zealand](https://mcpdirectory.fyi/nz.md): 4 MCP servers - [Greece](https://mcpdirectory.fyi/gr.md): 3 MCP servers - [Indonesia](https://mcpdirectory.fyi/id.md): 3 MCP servers - [Lithuania](https://mcpdirectory.fyi/lt.md): 3 MCP servers - [Latvia](https://mcpdirectory.fyi/lv.md): 3 MCP servers - [Malaysia](https://mcpdirectory.fyi/my.md): 3 MCP servers - [Nepal](https://mcpdirectory.fyi/np.md): 3 MCP servers - [Serbia](https://mcpdirectory.fyi/rs.md): 3 MCP servers - [Bangladesh](https://mcpdirectory.fyi/bd.md): 2 MCP servers - [Cyprus](https://mcpdirectory.fyi/cy.md): 2 MCP servers - [Egypt](https://mcpdirectory.fyi/eg.md): 2 MCP servers - [Georgia](https://mcpdirectory.fyi/ge.md): 2 MCP servers - [Croatia](https://mcpdirectory.fyi/hr.md): 2 MCP servers - [Jersey](https://mcpdirectory.fyi/je.md): 2 MCP servers - [Morocco](https://mcpdirectory.fyi/ma.md): 2 MCP servers - [Marshall Islands](https://mcpdirectory.fyi/mh.md): 2 MCP servers - [Philippines](https://mcpdirectory.fyi/ph.md): 2 MCP servers - [Pakistan](https://mcpdirectory.fyi/pk.md): 2 MCP servers - [Armenia](https://mcpdirectory.fyi/am.md): 1 MCP server - [Azerbaijan](https://mcpdirectory.fyi/az.md): 1 MCP server - [Dominican Republic](https://mcpdirectory.fyi/do.md): 1 MCP server - [Ecuador](https://mcpdirectory.fyi/ec.md): 1 MCP server - [Iran](https://mcpdirectory.fyi/ir.md): 1 MCP server - [Iceland](https://mcpdirectory.fyi/is.md): 1 MCP server - [Jordan](https://mcpdirectory.fyi/jo.md): 1 MCP server - [Cambodia](https://mcpdirectory.fyi/kh.md): 1 MCP server - [Kuwait](https://mcpdirectory.fyi/kw.md): 1 MCP server - [Kazakhstan](https://mcpdirectory.fyi/kz.md): 1 MCP server - [Liechtenstein](https://mcpdirectory.fyi/li.md): 1 MCP server - [Moldova](https://mcpdirectory.fyi/md.md): 1 MCP server - [Nigeria](https://mcpdirectory.fyi/ng.md): 1 MCP server - [Slovakia](https://mcpdirectory.fyi/sk.md): 1 MCP server - [South Africa](https://mcpdirectory.fyi/za.md): 1 MCP server ## Regions - [Global, United States](https://mcpdirectory.fyi/us/global.md): 717 MCP servers - [Global, United Kingdom](https://mcpdirectory.fyi/gb/global.md): 75 MCP servers - [Global, Germany](https://mcpdirectory.fyi/de/global.md): 71 MCP servers - [Global, India](https://mcpdirectory.fyi/in/global.md): 60 MCP servers - [Global, China](https://mcpdirectory.fyi/cn/global.md): 54 MCP servers - [Global, Spain](https://mcpdirectory.fyi/es/global.md): 40 MCP servers - [Global, South Korea](https://mcpdirectory.fyi/kr/global.md): 33 MCP servers - [Global, Canada](https://mcpdirectory.fyi/ca/global.md): 31 MCP servers - [Global, Türkiye](https://mcpdirectory.fyi/tr/global.md): 31 MCP servers - [Global, Australia](https://mcpdirectory.fyi/au/global.md): 30 MCP servers - [Global, Singapore](https://mcpdirectory.fyi/sg/global.md): 28 MCP servers - [Global, Brazil](https://mcpdirectory.fyi/br/global.md): 27 MCP servers - [Global, Japan](https://mcpdirectory.fyi/jp/global.md): 27 MCP servers - [Global, Netherlands](https://mcpdirectory.fyi/nl/global.md): 26 MCP servers - [Global, Poland](https://mcpdirectory.fyi/pl/global.md): 23 MCP servers - [Global, Switzerland](https://mcpdirectory.fyi/ch/global.md): 21 MCP servers - [Global, France](https://mcpdirectory.fyi/fr/global.md): 20 MCP servers - [Global, Israel](https://mcpdirectory.fyi/il/global.md): 20 MCP servers - [Global, Ireland](https://mcpdirectory.fyi/ie/global.md): 15 MCP servers - [Global, Sweden](https://mcpdirectory.fyi/se/global.md): 15 MCP servers - [Global, Taiwan](https://mcpdirectory.fyi/tw/global.md): 15 MCP servers - [Global, United Arab Emirates](https://mcpdirectory.fyi/ae/global.md): 14 MCP servers - [Global, Italy](https://mcpdirectory.fyi/it/global.md): 14 MCP servers - [Global, Thailand](https://mcpdirectory.fyi/th/global.md): 14 MCP servers - [Global, Russia](https://mcpdirectory.fyi/ru/global.md): 11 MCP servers - [Global, Austria](https://mcpdirectory.fyi/at/global.md): 10 MCP servers - [Global, Norway](https://mcpdirectory.fyi/no/global.md): 10 MCP servers - [Global, Vietnam](https://mcpdirectory.fyi/vn/global.md): 10 MCP servers - [Global, Denmark](https://mcpdirectory.fyi/dk/global.md): 9 MCP servers - [Global, Finland](https://mcpdirectory.fyi/fi/global.md): 9 MCP servers - [Global, Bulgaria](https://mcpdirectory.fyi/bg/global.md): 8 MCP servers - [Global, Czechia](https://mcpdirectory.fyi/cz/global.md): 8 MCP servers - [Global, Portugal](https://mcpdirectory.fyi/pt/global.md): 8 MCP servers - [Global, Ukraine](https://mcpdirectory.fyi/ua/global.md): 8 MCP servers - [Global, Hong Kong](https://mcpdirectory.fyi/hk/global.md): 7 MCP servers - [Global, Belgium](https://mcpdirectory.fyi/be/global.md): 6 MCP servers - [Global, Estonia](https://mcpdirectory.fyi/ee/global.md): 6 MCP servers - [Global, Romania](https://mcpdirectory.fyi/ro/global.md): 6 MCP servers - [Global, Slovenia](https://mcpdirectory.fyi/si/global.md): 5 MCP servers - [Global, Argentina](https://mcpdirectory.fyi/ar/global.md): 4 MCP servers - [Global, Hungary](https://mcpdirectory.fyi/hu/global.md): 4 MCP servers - [Global, Mexico](https://mcpdirectory.fyi/mx/global.md): 4 MCP servers - [Global, New Zealand](https://mcpdirectory.fyi/nz/global.md): 4 MCP servers - [Global, Greece](https://mcpdirectory.fyi/gr/global.md): 3 MCP servers - [Global, Indonesia](https://mcpdirectory.fyi/id/global.md): 3 MCP servers - [Global, Lithuania](https://mcpdirectory.fyi/lt/global.md): 3 MCP servers - [Global, Latvia](https://mcpdirectory.fyi/lv/global.md): 3 MCP servers - [Global, Malaysia](https://mcpdirectory.fyi/my/global.md): 3 MCP servers - [Global, Nepal](https://mcpdirectory.fyi/np/global.md): 3 MCP servers - [Global, Serbia](https://mcpdirectory.fyi/rs/global.md): 3 MCP servers - [Global, Bangladesh](https://mcpdirectory.fyi/bd/global.md): 2 MCP servers - [Global, Cyprus](https://mcpdirectory.fyi/cy/global.md): 2 MCP servers - [Global, Egypt](https://mcpdirectory.fyi/eg/global.md): 2 MCP servers - [Global, Georgia](https://mcpdirectory.fyi/ge/global.md): 2 MCP servers - [Global, Croatia](https://mcpdirectory.fyi/hr/global.md): 2 MCP servers - [Global, Jersey](https://mcpdirectory.fyi/je/global.md): 2 MCP servers - [Global, Morocco](https://mcpdirectory.fyi/ma/global.md): 2 MCP servers - [Global, Marshall Islands](https://mcpdirectory.fyi/mh/global.md): 2 MCP servers - [Global, Philippines](https://mcpdirectory.fyi/ph/global.md): 2 MCP servers - [Global, Pakistan](https://mcpdirectory.fyi/pk/global.md): 2 MCP servers - [Global, Armenia](https://mcpdirectory.fyi/am/global.md): 1 MCP server - [Global, Azerbaijan](https://mcpdirectory.fyi/az/global.md): 1 MCP server - [Global, Dominican Republic](https://mcpdirectory.fyi/do/global.md): 1 MCP server - [Global, Ecuador](https://mcpdirectory.fyi/ec/global.md): 1 MCP server - [Global, Iran](https://mcpdirectory.fyi/ir/global.md): 1 MCP server - [Global, Iceland](https://mcpdirectory.fyi/is/global.md): 1 MCP server - [Global, Jordan](https://mcpdirectory.fyi/jo/global.md): 1 MCP server - [Global, Cambodia](https://mcpdirectory.fyi/kh/global.md): 1 MCP server - [Global, Kuwait](https://mcpdirectory.fyi/kw/global.md): 1 MCP server - [Global, Kazakhstan](https://mcpdirectory.fyi/kz/global.md): 1 MCP server - [Global, Liechtenstein](https://mcpdirectory.fyi/li/global.md): 1 MCP server - [Global, Moldova](https://mcpdirectory.fyi/md/global.md): 1 MCP server - [Global, Nigeria](https://mcpdirectory.fyi/ng/global.md): 1 MCP server - [Global, Slovakia](https://mcpdirectory.fyi/sk/global.md): 1 MCP server - [Global, South Africa](https://mcpdirectory.fyi/za/global.md): 1 MCP server ## MCP servers by city - [Online, Global, United States](https://mcpdirectory.fyi/us/global/online.md): 717 MCP servers - [Online, Global, United Kingdom](https://mcpdirectory.fyi/gb/global/online.md): 75 MCP servers - [Online, Global, Germany](https://mcpdirectory.fyi/de/global/online.md): 71 MCP servers - [Online, Global, India](https://mcpdirectory.fyi/in/global/online.md): 60 MCP servers - [Online, Global, China](https://mcpdirectory.fyi/cn/global/online.md): 54 MCP servers - [Online, Global, Spain](https://mcpdirectory.fyi/es/global/online.md): 40 MCP servers - [Online, Global, South Korea](https://mcpdirectory.fyi/kr/global/online.md): 33 MCP servers - [Online, Global, Canada](https://mcpdirectory.fyi/ca/global/online.md): 31 MCP servers - [Online, Global, Türkiye](https://mcpdirectory.fyi/tr/global/online.md): 31 MCP servers - [Online, Global, Australia](https://mcpdirectory.fyi/au/global/online.md): 30 MCP servers - [Online, Global, Singapore](https://mcpdirectory.fyi/sg/global/online.md): 28 MCP servers - [Online, Global, Brazil](https://mcpdirectory.fyi/br/global/online.md): 27 MCP servers - [Online, Global, Japan](https://mcpdirectory.fyi/jp/global/online.md): 27 MCP servers - [Online, Global, Netherlands](https://mcpdirectory.fyi/nl/global/online.md): 26 MCP servers - [Online, Global, Poland](https://mcpdirectory.fyi/pl/global/online.md): 23 MCP servers - [Online, Global, Switzerland](https://mcpdirectory.fyi/ch/global/online.md): 21 MCP servers - [Online, Global, France](https://mcpdirectory.fyi/fr/global/online.md): 20 MCP servers - [Online, Global, Israel](https://mcpdirectory.fyi/il/global/online.md): 20 MCP servers - [Online, Global, Ireland](https://mcpdirectory.fyi/ie/global/online.md): 15 MCP servers - [Online, Global, Sweden](https://mcpdirectory.fyi/se/global/online.md): 15 MCP servers - [Online, Global, Taiwan](https://mcpdirectory.fyi/tw/global/online.md): 15 MCP servers - [Online, Global, United Arab Emirates](https://mcpdirectory.fyi/ae/global/online.md): 14 MCP servers - [Online, Global, Italy](https://mcpdirectory.fyi/it/global/online.md): 14 MCP servers - [Online, Global, Thailand](https://mcpdirectory.fyi/th/global/online.md): 14 MCP servers - [Online, Global, Russia](https://mcpdirectory.fyi/ru/global/online.md): 11 MCP servers - [Online, Global, Austria](https://mcpdirectory.fyi/at/global/online.md): 10 MCP servers - [Online, Global, Norway](https://mcpdirectory.fyi/no/global/online.md): 10 MCP servers - [Online, Global, Vietnam](https://mcpdirectory.fyi/vn/global/online.md): 10 MCP servers - [Online, Global, Denmark](https://mcpdirectory.fyi/dk/global/online.md): 9 MCP servers - [Online, Global, Finland](https://mcpdirectory.fyi/fi/global/online.md): 9 MCP servers - [Online, Global, Bulgaria](https://mcpdirectory.fyi/bg/global/online.md): 8 MCP servers - [Online, Global, Czechia](https://mcpdirectory.fyi/cz/global/online.md): 8 MCP servers - [Online, Global, Portugal](https://mcpdirectory.fyi/pt/global/online.md): 8 MCP servers - [Online, Global, Ukraine](https://mcpdirectory.fyi/ua/global/online.md): 8 MCP servers - [Online, Global, Hong Kong](https://mcpdirectory.fyi/hk/global/online.md): 7 MCP servers - [Online, Global, Belgium](https://mcpdirectory.fyi/be/global/online.md): 6 MCP servers - [Online, Global, Estonia](https://mcpdirectory.fyi/ee/global/online.md): 6 MCP servers - [Online, Global, Romania](https://mcpdirectory.fyi/ro/global/online.md): 6 MCP servers - [Online, Global, Slovenia](https://mcpdirectory.fyi/si/global/online.md): 5 MCP servers - [Online, Global, Argentina](https://mcpdirectory.fyi/ar/global/online.md): 4 MCP servers - [Online, Global, Hungary](https://mcpdirectory.fyi/hu/global/online.md): 4 MCP servers - [Online, Global, Mexico](https://mcpdirectory.fyi/mx/global/online.md): 4 MCP servers - [Online, Global, New Zealand](https://mcpdirectory.fyi/nz/global/online.md): 4 MCP servers - [Online, Global, Greece](https://mcpdirectory.fyi/gr/global/online.md): 3 MCP servers - [Online, Global, Indonesia](https://mcpdirectory.fyi/id/global/online.md): 3 MCP servers - [Online, Global, Lithuania](https://mcpdirectory.fyi/lt/global/online.md): 3 MCP servers - [Online, Global, Latvia](https://mcpdirectory.fyi/lv/global/online.md): 3 MCP servers - [Online, Global, Malaysia](https://mcpdirectory.fyi/my/global/online.md): 3 MCP servers - [Online, Global, Nepal](https://mcpdirectory.fyi/np/global/online.md): 3 MCP servers - [Online, Global, Serbia](https://mcpdirectory.fyi/rs/global/online.md): 3 MCP servers - [Online, Global, Bangladesh](https://mcpdirectory.fyi/bd/global/online.md): 2 MCP servers - [Online, Global, Cyprus](https://mcpdirectory.fyi/cy/global/online.md): 2 MCP servers - [Online, Global, Egypt](https://mcpdirectory.fyi/eg/global/online.md): 2 MCP servers - [Online, Global, Georgia](https://mcpdirectory.fyi/ge/global/online.md): 2 MCP servers - [Online, Global, Croatia](https://mcpdirectory.fyi/hr/global/online.md): 2 MCP servers - [Online, Global, Jersey](https://mcpdirectory.fyi/je/global/online.md): 2 MCP servers - [Online, Global, Morocco](https://mcpdirectory.fyi/ma/global/online.md): 2 MCP servers - [Online, Global, Marshall Islands](https://mcpdirectory.fyi/mh/global/online.md): 2 MCP servers - [Online, Global, Philippines](https://mcpdirectory.fyi/ph/global/online.md): 2 MCP servers - [Online, Global, Pakistan](https://mcpdirectory.fyi/pk/global/online.md): 2 MCP servers - [Online, Global, Armenia](https://mcpdirectory.fyi/am/global/online.md): 1 MCP server - [Online, Global, Azerbaijan](https://mcpdirectory.fyi/az/global/online.md): 1 MCP server - [Online, Global, Dominican Republic](https://mcpdirectory.fyi/do/global/online.md): 1 MCP server - [Online, Global, Ecuador](https://mcpdirectory.fyi/ec/global/online.md): 1 MCP server - [Online, Global, Iran](https://mcpdirectory.fyi/ir/global/online.md): 1 MCP server - [Online, Global, Iceland](https://mcpdirectory.fyi/is/global/online.md): 1 MCP server - [Online, Global, Jordan](https://mcpdirectory.fyi/jo/global/online.md): 1 MCP server - [Online, Global, Cambodia](https://mcpdirectory.fyi/kh/global/online.md): 1 MCP server - [Online, Global, Kuwait](https://mcpdirectory.fyi/kw/global/online.md): 1 MCP server - [Online, Global, Kazakhstan](https://mcpdirectory.fyi/kz/global/online.md): 1 MCP server - [Online, Global, Liechtenstein](https://mcpdirectory.fyi/li/global/online.md): 1 MCP server - [Online, Global, Moldova](https://mcpdirectory.fyi/md/global/online.md): 1 MCP server - [Online, Global, Nigeria](https://mcpdirectory.fyi/ng/global/online.md): 1 MCP server - [Online, Global, Slovakia](https://mcpdirectory.fyi/sk/global/online.md): 1 MCP server - [Online, Global, South Africa](https://mcpdirectory.fyi/za/global/online.md): 1 MCP server ## Categories - [Developer tools](https://mcpdirectory.fyi/category/developer-tools.md): 535 MCP servers - [Search and research](https://mcpdirectory.fyi/category/search-research.md): 210 MCP servers - [Knowledge and memory](https://mcpdirectory.fyi/category/knowledge-memory.md): 197 MCP servers - [Productivity and collaboration](https://mcpdirectory.fyi/category/productivity-collaboration.md): 193 MCP servers - [Finance and crypto](https://mcpdirectory.fyi/category/finance-crypto.md): 169 MCP servers - [Cloud and DevOps](https://mcpdirectory.fyi/category/cloud-devops.md): 133 MCP servers - [Data and databases](https://mcpdirectory.fyi/category/data-databases.md): 133 MCP servers - [Security](https://mcpdirectory.fyi/category/security.md): 117 MCP servers - [Health and science](https://mcpdirectory.fyi/category/health-science.md): 86 MCP servers - [Other tools](https://mcpdirectory.fyi/category/other-tools.md): 86 MCP servers - [Communication](https://mcpdirectory.fyi/category/communication.md): 79 MCP servers - [Sales and marketing](https://mcpdirectory.fyi/category/sales-marketing.md): 78 MCP servers - [Web and browser automation](https://mcpdirectory.fyi/category/web-browser-automation.md): 75 MCP servers - [AI and media generation](https://mcpdirectory.fyi/category/ai-media-generation.md): 70 MCP servers - [Ecommerce](https://mcpdirectory.fyi/category/ecommerce.md): 46 MCP servers ## Free tools - [MCP budget estimator](https://mcpdirectory.fyi/tools/mcp-budget-estimator.md): Estimate a monthly budget from your own vendor quote, usage and support effort. - [Compare MCP servers](https://mcpdirectory.fyi/tools/compare-mcp-servers.md): Compare recorded transports, packages, licences and repository activity. ## MCP buyer guides - [Build or buy an MCP connection](https://mcpdirectory.fyi/guides/build-or-buy-mcp.md): Compare ownership and ongoing work, then test the same task on each option. - [How to choose an MCP server](https://mcpdirectory.fyi/guides/choose-an-mcp-server.md): Start with a task, then check client support, permission scope and maintenance. - [Local stdio or remote HTTP: compare MCP approaches](https://mcpdirectory.fyi/guides/local-vs-remote-mcp.md): Choose where code runs and who maintains the access boundary. - [MCP glossary for buyers](https://mcpdirectory.fyi/guides/mcp-glossary.md): Understand clients, servers, tools, resources, transports and package registries. - [MCP security and compliance review checklist](https://mcpdirectory.fyi/guides/mcp-security-review.md): Review executable code, delegated access, data paths and incident controls before rollout. - [MCP server pricing: what your bill includes](https://mcpdirectory.fyi/guides/mcp-server-pricing.md): Separate server hosting, upstream API charges, model use and support before you compare quotes. - [Questions to ask an MCP vendor](https://mcpdirectory.fyi/guides/questions-for-mcp-vendors.md): Get clear answers about identity, billing, support, data retention and exit paths. - [Getting started with an MCP server safely](https://mcpdirectory.fyi/guides/start-with-an-mcp-server.md): Use a test account, follow client-specific docs and keep a record of the working setup. ## About this site - [About MCPDirectory](https://mcpdirectory.fyi/about.md): What MCPDirectory is, where its data comes from, and how a listing is checked. - [Contact MCPDirectory](https://mcpdirectory.fyi/contact.md): How to reach MCPDirectory: our email address, how fast we reply, and how to add or fix a listing. - [Link exchange with MCPDirectory](https://mcpdirectory.fyi/link-exchange.md): Swap links with MCPDirectory for free. You link to us. We check the link. An approved site gets a partners page link, a guide mention, or a blog mention. - [MCPDirectory notes](https://mcpdirectory.fyi/newsletter): Server selection notes, source updates and practical MCP guides. ## Data sources - [Vendor websites and documentation](https://modelcontextprotocol.io/): license Source-specific terms apply. Public facts are attributed; source text and code keep their original licence., refreshed monthly - [Official MCP Registry](https://registry.modelcontextprotocol.io/): license Registry metadata; check each server's own licence before use., refreshed monthly ## API - [OpenAPI 3.1 description](https://mcpdirectory.fyi/api/v1/openapi.json): the read API as JSON - [API guide](https://mcpdirectory.fyi/developers): endpoints, examples, rate limits and how to credit the data - [MCP server card](https://mcpdirectory.fyi/.well-known/mcp/server-card.json): the MCP server at https://mcpdirectory.fyi/mcp and its tools - [Agent card](https://mcpdirectory.fyi/.well-known/agent-card.json): the A2A agent at https://mcpdirectory.fyi/a2a and its skills - [Agent skills](https://mcpdirectory.fyi/.well-known/agent-skills/index.json): a skill that explains the API and the MCP server - [API catalog](https://mcpdirectory.fyi/.well-known/api-catalog): the API description and the guide as an RFC 9727 linkset - [WebMCP manifest](https://mcpdirectory.fyi/webmcp): the tools as a manifest ## Optional - [Every MCP server with its facts](https://mcpdirectory.fyi/llms-full.txt) - [Sitemap](https://mcpdirectory.fyi/sitemap.xml): every indexable page