Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.
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 …”.
Funciona en Claude para web, escritorio y móvil:
https://mcp.githits.comAbre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"githits": {
"command": "npx",
"args": [
"-y",
"githits",
"mcp",
"start"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add --transport http githits https://mcp.githits.comclaude mcp add githits -- npx -y githits mcp startPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"githits": {
"url": "https://mcp.githits.com"
}
}
}Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"githits": {
"command": "npx",
"args": [
"-y",
"githits",
"mcp",
"start"
]
}
}
}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": {
"githits": {
"type": "http",
"url": "https://mcp.githits.com"
}
}
}Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"githits": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"githits",
"mcp",
"start"
]
}
}
}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.
ChatGPT solo se conecta a servidores en internet:
https://mcp.githits.comLos nombres de los menús pueden variar un poco según el plan y con el tiempo.
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.
El servidor pide iniciar sesión antes de mostrar sus herramientas.
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 el dominio githits.com (el registro comprueba quién es dueño del dominio)
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Respondió en 307 ms (HTTP 401)
Declara inicio de sesión con OAuth, así que tu app de IA puede llevarte a iniciar sesión
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
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 3 de 3 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.
Funciona de las dos formas: instálalo en tu computadora o conéctate a la versión en la nube.
El repo de GitHub cambió por última vez –, y la última versión (0.40.1) llegó al registro ayer.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
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.
GitHits CLI
The infrastructure layer connecting agents to the open-source ecosystem.
Website · Documentation · Issues
GitHits connects AI coding agents to public open-source evidence across the full software development lifecycle: discovery, planning, research, implementation, debugging, and maintenance.
The CLI runs a local MCP server that your coding tool starts on demand. Agents can then search indexed package and repository source, read exact files and documentation pages, inspect package health, compare dependency upgrades, and find source-cited examples from real open-source projects when model knowledge and local repository context are not enough.
Want to use GitHits as part of your agent harness or software factory? Check out our public API documentation.
npx githits@latest init
init signs you in, detects supported coding tools, and configures GitHits for the tools you select. It uses the local stdio MCP except for Cursor, whose direct setup uses the hosted remote MCP.
Automatic setup currently supports Claude Code, Cursor, Windsurf, VS Code / Copilot, Cline, Claude Desktop, Codex CLI, Pi, Gemini CLI, Google Antigravity, OpenCode, Hermes Agent, Zed, Junie, Qwen Code, Kiro, Kilo Code, Factory Droid, and Amazon Q CLI.
After setup, open your coding agent and work normally. Many agents call GitHits when they need source-backed context. If your agent starts guessing, prompt it directly:
Use GitHits Code Navigation to inspect npm:express. Find how middleware
errors are handled, read the relevant source, and explain the fix before editing code.
GitHits is designed for the point where an agent needs evidence from the broader open-source ecosystem, not just model memory or local repo context:
| Capability | MCP tools | CLI commands |
|---|---|---|
| Tool orientation | quick_start | — |
| Code examples | get_example | githits example |
| Inventory browsing | list | githits list |
| Code and documentation search | search, search_status, grep | githits search, githits search-status, githits grep |
| Read source files or documentation sections | read | githits read [path] |
| Package inspection | pkg_info, pkg_vulns, pkg_deps, pkg_changelog, pkg_upgrade_review | githits pkg ... |
Use GitHits when your agent needs to:
Find prior art across open source:
npx githits@latest example "HTTP retries with exponential backoff in Python"
Search indexed code, docs, and symbols for a dependency:
npx githits@latest search "router middleware" --in npm:express
npx githits@latest search '"body parser" OR multer' --in npm:express --source docs npx githits@latest search "debounce" --in npm:lodash --source symbol
Read and grep dependency source without cloning:
npx githits@latest code files npm:express lib
npx githits@latest code read npm:express lib/router/index.js --lines 120-200 npx githits@latest grep 'router\.use' npm:express --path-prefix lib/
Inspect package health and upgrade evidence:
npx githits@latest pkg info npm:express
npx githits@latest pkg vulns npm:lodash@4.17.20 --severity high
npx githits@latest vulns CVE-2026-26996 GHSA-3ppc-4f35-3m26 npx githits@latest pkg deps npm:express@4.18.2 --depth 2 npx githits@latest pkg changelog npm:express --from 4.18.2 --to 5.2.1 npx githits@latest pkg upgrade-review npm:zod@4.3.6 --to 4.4.3
Browse and read package documentation:
npx githits@latest docs list npm:express
npx githits@latest docs read --lines 20-80
githits code diff and the public MCP code_diff tool are available by default. Compare exact package versions or public repository refs, for example:
githits code diff npm:express 5.2.0..5.2.1 --stat
githits code diff npm:express 5.2.0..5.2.1 --patch -- 'lib/**/*.js'
Package diffs are repository-wide unless narrowed by an explicit path glob. Raw diffs do not prove upgrade safety. See source diff for bounds, patch safety, and supported addressing. Hosted MCP availability requires adoption of the released @githits/mcp package and deployment.
resolve_target / githits resolve turns a fuzzy, misspelled or ambiguous public package, repository or documentation-site name into ranked canonical targets. It is available by default in the CLI, local MCP and public MCP package. Canonical targets skip resolution; uncertain identity needs an explicit choice. See target resolution for continuation rules and limits. Hosted MCP and plugins receive it after the released package is adopted and deployed.
research / githits research answers a question about one public package or repository with a verified answer that cites its sources. It is available by default in the CLI, local MCP and public MCP package:
githits research "How does FastAPI dependency injection resolve nested dependencies?"
githits research npm:express "Where is router dispatch implemented?" githits research --thread "How does that interact with route parameters?"
Omit the target to let GitHits identify it from the question; reuse a returned thread ID for follow-ups. Answers usually take 30 seconds to a few minutes. Questions are sent to GitHits, so never include credentials, personal data or private code. Research may return a rate-limit or daily-limit error; the message says when to retry, and the daily limit resets at 00:00 UTC. See research for sources, threads and limits. Hosted MCP and plugins receive it after the released package is adopted and deployed.
GitHits works with package and repository targets such as:
npm:react, npm:react@18.2.0, pypi:requests, crates:serde, pub:pathhttps://github.com/expressjs/express, github:expressjs/express@mainPackage inspection supports npm, PyPI, Hex, Crates, NuGet, Maven, Packagist, RubyGems, Go, Swift, Pub, vcpkg, and Zig. Advisory data is unavailable for vcpkg and Zig; dependency graph support varies by registry. cargo: is an input alias for crates: (public crates.io); canonical registry identities remain crates.
Code example search supports license filtering:
strict is the default and filters repositories with copyleft or undeclared licensescustom uses your account blocklist configured at githits.comyolo disables license filteringnpx githits@latest example "async file reading" --lang python --license strict
Normal local setup is handled by:
npx githits@latest init
For manual login:
npx githits@latest login
Browser OAuth is recommended for local development. Credentials are stored in the system keychain by default and refreshed automatically. Useful flags:
init --no-browser or login --no-browser prints the login URL instead of launching a browserinit --port or login --port fixes the loopback callback portlogin --force re-authenticates even if you are already logged inThe OAuth callback always listens on the machine where GitHits is running. When GitHits runs over SSH and the browser runs locally, forward the selected port from the browser machine:
ssh -N -L 8765:127.0.0.1:8765 user@remote-host
With that tunnel open, run GitHits on the remote machine using the same port:
npx githits@latest init --no-browser --port 8765
Open the URL printed by GitHits in the local browser. Replace user@remote-host with the SSH destination you normally use. The same flags work with githits login after setup.
Browser OAuth is interactive. For CI and other unattended environments, supply GITHITS_API_TOKEN through the environment's secret manager.
GitHits uses the system keychain by default because OAuth credentials include a refresh token. On macOS this means Keychain Access; on Windows it means Credential Manager; on Linux it means the available Secret Service or keyring backend.
If macOS shows a prompt such as "githits wants to access ... in your keychain", choose Always Allow when you trust the installed githits CLI. GitHits cannot customize that operating-system prompt; it is generated by macOS.
GitHits also writes a small non-secret metadata file so recent startup checks do not need to read the keychain. The keychain is only read when GitHits needs the token, for example during a tool call, token refresh, githits auth status, or a login check after metadata is stale or expired.
If your agent keeps showing keychain prompts even after Always Allow, switch OAuth storage to file mode:
# macOS/Linux: ~/.config/githits/config.toml, or $XDG_CONFIG_HOME/githits/config.toml
[auth] storage = "file"
The config directory may be empty until you create config.toml or GitHits writes auth metadata. Older macOS installs may have used ~/Library/Application Support/githits; GitHits still reads that location for migration, but new auth config and file storage use ~/.config/githits.
You can also opt in for one process:
GITHITS_AUTH_STORAGE=file githits login --force
File mode stores OAuth credenti
Solo se muestra el principio; lee el resto en el repo