Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Code search, symbols and call graph for AI coding agents. Answers in milliseconds.
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": {
"indexio": {
"command": "npx",
"args": [
"-y",
"indexio",
"mcp"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add indexio -- npx -y indexio mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"indexio": {
"command": "npx",
"args": [
"-y",
"indexio",
"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": {
"indexio": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"indexio",
"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 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub IOServicesLabs, 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 (0.1.13) llegó al registro hace 3 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js, Python (uv) 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.
indexio is a code search engine for AI coding agents. It indexes all the repositories of an organization one time. It answers a query in milliseconds. It gives the index to agents as a tool through the Model Context Protocol (MCP) and through an HTTP API.
indexio is one binary, written in Rust. It does not need a database or an external service. The index is a set of files in one data directory. You can copy that directory to another machine.
Paste the block below to Claude Code, Cursor, Codex or any coding agent that can run shell commands. It installs indexio, indexes your code, registers the MCP server and verifies the result. Replace ~/code with the folder that holds your repositories.
Install indexio (https://github.com/IOServicesLabs/indexio) on this machine and connect it
to me. Do these steps in order and stop at the first failure with the exact error.
pip install indexio-cli, npm install -g indexio, or the cargo install above. The binary lands in ~/.local/bin (Linux), %LOCALAPPDATA%\Programs\indexio (Windows) or ~/.cargo/bin (cargo). If indexio --version is not found afterwards, add that folder to PATH and open a new shell. git must be on PATH.
What the agent gets afterwards: code_search, code_grep, find_symbol, who_calls, file_outline, read_span, impact_of_symbol, impact_of_diff and recall as tools, answered from the index in milliseconds. The tools table describes each one.
Pick one. Each one gives you the indexio command.
| Platform | Command | |
|---|---|---|
| Linux | `curl -fsSL https://raw.githubusercontent.com/IOServicesLabs/indexio/main/install.sh \ | sh` |
| Windows (PowerShell) | `irm https://raw.githubusercontent.com/IOServicesLabs/indexio/main/install.ps1 \ | iex` |
| npm (Linux, Windows) | npm install -g indexio | |
| pip (Linux, Windows) | pip install indexio-cli | |
| Docker | docker pull ghcr.io/ioserviceslabs/indexio | |
| Homebrew, winget | not yet; use a script or a package above | |
| From source (Rust 1.85+; the way to install on macOS) | cargo install --git https://github.com/IOServicesLabs/indexio indexio |
The scripts and the npm package download the binary of the latest release for your OS and CPU and check its SHA-256. The pip wheels carry the binary inside them, one wheel per platform. The pip package is called indexio-cli because indexio on PyPI belongs to an unrelated project; the command it installs is indexio. The container image works with no install at all: see Deploy with Docker. git must be on the PATH. No service, no database and no model download is necessary.
Run the same install command again. The index in ~/.indexio stays, and you do not index again.
| Installed with | Upgrade command | |
|---|---|---|
| Script, Linux | `curl -fsSL https://raw.githubusercontent.com/IOServicesLabs/indexio/main/install.sh \ | sh` |
| Script, Windows | `irm https://raw.githubusercontent.com/IOServicesLabs/indexio/main/install.ps1 \ | iex` |
| npm | npm install -g indexio@latest | |
| pip | pip install -U indexio-cli | |
| Docker | docker pull ghcr.io/ioserviceslabs/indexio:latest, then recreate the container | |
| Source | cargo install --git https://github.com/IOServicesLabs/indexio indexio --force |
Then do two more steps:
indexio hook install. It adds the hooks that the new version brings and repairs the others. It keeps your own hooks.Running sessions do not stop you from upgrading:
install.ps1 moves the running indexio.exe to indexio.old.exe and copies the new one in.Three commands. The third one is only for Claude Code.
indexio add ~/code # 1. index every git repository under a folder
indexio search parse_config # 2. search it (add --mode hybrid for a question in words) indexio setup claude # 3. register the MCP server with Claude Code
Then restart Claude Code. Its sessions now have the indexio tools. Two optional commands make the savings larger:
indexio hook install # reads and greps of indexed files go through the index
indexio sync # run from cron or a timer to keep the index current
indexio stats shows what is indexed. indexio usage shows the tokens the index served against what the built-in tools would have returned.
All data goes into one directory: --data-dir, $INDEXIO_DATA_DIR, or ~/.indexio.
indexio answers three kinds of question about the code of an organization.
| Kind | Example | Method |
|---|---|---|
| Lexical | Where is WalkState::new defined? Which Rust files match /fn parse_*/? | Trigram index, regex, exact identifiers |
| Semantic | How do we buffer printer output? Where do we refresh the auth token? | Vector search over syntax-aware code chunks |
| Hybrid | Any question | Lexical, BM25 and semantic results, fused by Reciprocal Rank Fusion (RRF) |
indexio also knows the definitions and the call graph of the code. It can tell you where a symbol is defined, who calls it, and what breaks if you change it.
Each add indexes the source immediately and builds the semantic plane.
indexio add ~/code # every git repository under the folder, at any depth
indexio add /srv/checkouts/legacy-monolith # a folder without git: indexed as-is indexio add github:my-org # a GitHub organization or user indexio add github:my-org/payments # one GitHub repository indexio add azdo:my-org/Platform # an Azure DevOps project indexio add https://gitlab.example.com/g/r.git # any git host
Search:
indexio search parse_config
indexio search "how is backpressure applied" --mode hybrid
Serve the index to agents:
indexio mcp # MCP over stdio
indexio serve # HTTP API on http://127.0.0.1:7717
indexio remembers each source in /sources.json. indexio sources lists the sources and the registered repositories. indexio remove forgets a source.
Useful flags for add: --limit 20 (trial run on a large organization), --include-forks, --include-archived, --full-clone, --dest DIR (where remote clones go), --no-embed, --exclude PATH, --pdf-text.
Folders with repositories and other files. A folder often holds git repositories and files that are not in any repository: notes, specs, exports, PDFs. indexio add indexes each repository as a repository, and the other files as one more repository with the folder's name:
projectA/ indexio add ~/projectA
├── backend/ (git) → repository "backend" ├── frontend/ (git) → repository "frontend" ├── docs/notes.md → repository "projectA": the contents ├── docs/spec.pdf → repository "projectA": the name only └── old-copy/ → left out with --exclude old-copy
list_files and a search for words of the name find them. read_span on one says that its contents are not indexed; read the file itself. The hooks let a Read of such a file through.--pdf-text indexes the text layer of these PDFs instead of their name. A PDF that was exported from a document (Word, Google Docs, a browser) has one, so a search finds words inside it. A scanned PDF has no text layer and keeps its name-only entry: indexio does no OCR. The extracted text has the text size limit. A PDF over 64 MiB, or one that takes longer than 20 seconds to read, keeps its name-only entry. The option is remembered with the source.--exclude PATH (repeatable, relative to the folder) keeps a folder out: it is not a repository and its files are not indexed. Excludes are remembered with the source and accumulate when you run add again.Credentials. indexio reads credentials from the environment only: GITHUB_TOKEN (or GH_TOKEN)
Solo se muestra el principio; lee el resto en el repo