Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Find a retrieval MCP server that works today: a daily-checked list of servers that search knowledge.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"ragmap": {
"command": "npx",
"args": [
"-y",
"@khalidsaidi/ragmap-mcp"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add ragmap -- npx -y @khalidsaidi/ragmap-mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"ragmap": {
"command": "npx",
"args": [
"-y",
"@khalidsaidi/ragmap-mcp"
]
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"ragmap": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@khalidsaidi/ragmap-mcp"
]
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub khalidsaidi, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (2.0.0) llegó al registro hace 4 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Context7, Codebase Memory, Exa
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
Find a retrieval MCP server that works today.
RAGMap is a list of remote MCP servers that search a body of knowledge: the web, documentation, papers, laws, a domain. Every day it takes the official MCP Registry, connects to each candidate server with no API key, lists its tools, and keeps only the ones that answer and really do retrieval.
Use it as an MCP server so your agent can ask "who knows about X?", or just read the list below.
npx -y @khalidsaidi/ragmap-mcp@latest
Claude Code:
claude mcp add ragmap -- npx -y @khalidsaidi/ragmap-mcp@latest
Any MCP client:
{
"mcpServers": { "ragmap": { "command": "npx", "args": ["-y", "@khalidsaidi/ragmap-mcp@latest"] } } }
Tools:
ragmap_find: servers that know about what you need, e.g. { "need": "EU cosmetics regulation" }.ragmap_get: one server by registry name.ragmap_install: copy-paste config to connect a server.The package reads the latest list from this repo and falls back to the copy it ships with when offline.
initialize and tools/list from the daily check.A server that fails a check stays listed for 3 days, then drops off until it works again.
Not covered: local (stdio) servers and servers that need a key or sign-in, because they can't be checked automatically.
2291 servers, checked 2026-11-05.
| Server | Knows about | URL |
|---|---|---|
ac.tandem/docs-mcp | Tandem docs, install guides, SDKs and workflows | https://tandem.ac/mcp |
ae.beachclubs/mcp | UAE beach clubs, day pass prices, amenities, hours and events | https://www.beachclubs.ae/mcp |
ae.plantguide/dubai-gardening | What to plant in Dubai, plant care in heat, climate | https://plantguide.ae/mcp |
agency.goji/goji | SEO, AEO, web and branding terms, guides and FAQs | https://mcp.goji.agency/mcp |
ai.1court.state/court-directory | US county courts: clerks, addresses, e-filing, fees, deadlines | https://state.1court.ai/api/mcp |
ai.agenticterminal/directory | Verified merchants accepting agentic payments on Lightning and other rails | https://mcp.agenticterminal.ai/mcp |
ai.agentlookups/groundrules | Verbatim text of US federal and state law | https://law.agentlookups.ai/mcp |
ai.agentlookups/spoon-scout | Contaminant lab results, recalls and additive rules for US packaged foods | https://food.agentlookups.ai/mcp |
ai.ai-portal/ai-portal | AI model releases, AI regulations, glossary and GenAI news | https://www.ai-portal.ai/mcp |
ai.airshelf/catalog | Cross-vendor B2B product catalog with datasheet specs | https://mcp.airshelf.ai/mcp |
ai.autoblogging/autoblogging | Autoblogging.ai pricing, plans, features and site pages | https://autoblogging.ai/mcp |
ai.beexcellent/reference | How Excellent restaurant events software works | https://beexcellent.ai/api/mcp/public |
ai.bezal/local-commerce | US local service businesses, reviews, services and hours | https://app.bezal.ai/api/mcp |
ai.bidclub/bidclub | Investor podcast transcripts, summaries and digests in English and Chinese | https://bidclub.ai/api/mcp |
ai.bithuman/docs | bitHuman avatar SDK and REST API documentation | https://docs.bithuman.ai/docs-mcp |
ai.brownmatter/brainz | Shared product knowledge concepts and their relations for agent fleets | https://brainz.brownmatter.ai/mcp |
ai.byteask/embedded-docs | Embedded firmware datasheets, MISRA, CMSIS and RTOS reference documentation with page citations | https://mcp.byteask.ai/mcp |
ai.catalystproject/evidence-graph | Evidence on what supplements and compounds do in the body | https://catalystproject.ai/mcp |
ai.cerebrium/docs | Cerebrium deployment, hardware and endpoint documentation | https://cerebrium.ai/docs/mcp |
ai.com.nlp/open-model-catalog | Open-weight AI model releases, licenses and architectures | https://nlp.com.ai/mcp |
ai.companyproof/companyproof | Legal company registry profiles and verified company facts | https://companyproof.ai/v2/mcp |
ai.context-link/context-link | Content from the user's connected sites, Drive, Notion, email and files | https://www.context-link.ai/mcp |
ai.coreyjames/portfolio | Corey James's projects, systems and engineering work in GPU inference and AI | https://coreyjames.ai/mcp |
ai.dablock/visibility-index | How often AI answer engines mention 24 crypto and Web3 brands | https://dablock.ai/mcp |
ai.dabyte/visibility-index | How often AI answer engines mention 20 SaaS brands | https://dabyte.ai/mcp |
ai.darkfunnels/docs | DarkFunnels documentation on WhatsApp AI sales agents | https://docs.darkfunnels.ai/mcp |
ai.deepdna/knowledge | Pharmacogenomics: drug-gene interactions, gene variants by rsID, medication screening | https://deepdna.ai/mcp |
ai.drillr/drillr | SEC filings, financial statements, ownership and news for equities | https://gateway.drillr.ai/mcp/data |
ai.ecocheck/ecocheck | Vietnam GHG regulations, EU CBAM rules and ESG guidance | https://ecocheck.ai/mcp |
ai.edgechat/edgepedia | Encyclopedia articles with citations on people, places, things and events | https://www.edgechat.ai/mcp |
ai.emberverse/emberverse | A knowledge graph of pieces and structural principles for reasoning | https://emberverse.ai/mcp |
ai.entityindex/entityindex | Verified hotels in Andorra by area, amenities, with official links | https://entityindex.ai/mcp |
ai.enzos/enzos | US homes for sale, price verdicts, below-market deals and metro market snapshots | https://enzos.ai/mcp |
ai.everymcp/every-mcp | Public MCP servers from the official registry with install configs | https://everymcp.ai/mcp |
ai.evoost/site | Verified facts about eVoost AI products, FAQ and contact | https://evoost.ai/mcp |
ai.exa/exa | Web search and page content | https://mcp.exa.ai/mcp |
ai.example4/xmp4 | Source code, callers and tests of open-source libraries | https://mcp.example4.ai/mcp |
ai.financegenius/financegenius | Indian credit cards, loans, deposits, insurance and mutual funds, with calculators | https://mcp.financegenius.ai/mcp/ |
ai.framethrower/framethrower | Film stills and commercials by lighting, lens, shot size and mood | https://framethrower.ai/api/mcp |
ai.fukushi/dictionary | Japan disability welfare service fees, add-ons and staffing rules | https://fukushi.ai/api/mcp |
ai.hostingbrain/intelligence | European hosting and domain market shares, pricing, concentration and technology adoption | https://mcp.hostingbrain.ai/mcp |
ai.hotapi/docs | HotAPI integration guides, model docs and OpenAPI operations | https://hotapi.ai/mcp |
ai.huntboard/huntboard | Recent job postings from company career pages and ATS boards | https://huntboard.ai/mcp |
ai.husverket/husverket | Swedish prefab houses, attefallshus, prices and building permit questions | https://mcp.husverket.ai/mcp |
ai.ironscout/ironscout | Ammunition prices by caliber and retailer offers | https://mcp.ironscout.ai/mcp |
ai.jasonlovell/site | Jason Lovell's AI research studies, builds and releases | https://jasonlovell.ai/mcp |
ai.jopp/jobs | Open jobs in Switzerland and Liechtenstein | https://jopp.ai/mcp |
ai.justautomate/website | JustAutomate agency services, pages, workshop pricing and contact | https://justautomate.ai/mcp |
ai.karmafor/karma-library | Essay on AI cooperation, moral uncertainty and power | https://karmafor.ai/api/mcp?source=mcp-registry |
ai.keenable/web-search | Live web search and page content | https://api.keenable.ai/mcp?keenable_title=mcp-registry |
ai.law.mcp/lawyer-search | Verified US lawyer profiles by practice area, state and city | https://mcp.law.ai |
ai.linof/docs | Linof documentation and current pricing for family photo films | https://linof.ai/api/apps/6a562086cd3bd1e44e0d4c3d/functions/docsMcp |
ai.llmhosting/pricing | LLM API prices by provider and GPU rental prices with history | https://llmhosting.ai/mcp |
ai.localmark/agent-directory | Public A2A agents, their skills and endpoint checks | https://localmark.ai/mcp |
ai.lovora/lovora | Lovora AI companions, prices, content rules and docs | https://lovora.ai/mcp |
ai.machinerelations/mri | Which source domains AI answer engines cite, by buyer category | https://machinerelations.ai/mcp |
ai.manpage/mcp | Linux manual pages by distribution and version | https://manpage.ai/mcp |
ai.masnavi/masnavi | Rumi's complete Masnavi verses with search and citation | https://masnavi.ai/mcp |
ai.mcpjunction/directory | Directory of MCP servers by keyword, category and topic | https://mcpjunction.ai/mcp |
ai.memestack/mcp | Memes, charts and infographics searchable by meaning or text | https://mcp.memestack.ai/mcp |
| `ai.smilestory/
Solo se muestra el principio; lee el resto en el repo