Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
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.
CODEWEAVER_CONFIG_FILE, CODEWEAVER_DEBUG, CODEWEAVER_EMBEDDING_API_KEY, CODEWEAVER_EMBEDDING_MODEL, CODEWEAVER_EMBEDDING_PROVIDER, CODEWEAVER_HOST, CODEWEAVER_LOG_LEVEL, CODEWEAVER_MCP_PORT, CODEWEAVER_PORT, CODEWEAVER_PROFILE, CODEWEAVER_PROJECT_NAME, CODEWEAVER_PROJECT_PATH, CODEWEAVER_RERANKING_API_KEY, CODEWEAVER_RERANKING_MODEL, CODEWEAVER_RERANKING_PROVIDER, CODEWEAVER_SPARSE_EMBEDDING_MODEL, CODEWEAVER_SPARSE_EMBEDDING_PROVIDER, CODEWEAVER_VECTOR_STORE_API_KEY, CODEWEAVER_VECTOR_STORE_PORT, CODEWEAVER_VECTOR_STORE_PROVIDER, CODEWEAVER_VECTOR_STORE_URL, CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY, CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY, HTTPS_PROXY, OPENAI_API_KEY, OPENAI_LOG, SSL_CERT_FILE, AI_GATEWAY_API_KEY, AWS_ACCOUNT_ID, AWS_REGION, AWS_SECRET_ACCESS_KEY, AZURE_COHERE_API_KEY, AZURE_COHERE_ENDPOINT, AZURE_COHERE_REGION, AZURE_OPENAI_API_KEY, AZURE_OPENAI_ENDPOINT, AZURE_OPENAI_REGION, COHERE_API_KEY, CO_API_URL, DEEPSEEK_API_KEY, GEMINI_API_KEY, GOOGLE_API_KEY, HF_HUB_VERBOSITY, HF_TOKEN, HTTPS_PROXY, INFERENCE_KEY, INFERENCE_URL, MISTRAL_API_KEY, OPENAI_API_KEY, OPENAI_LOG, QDRANT__LOG_LEVEL, QDRANT__SERVICE__API_KEY, QDRANT__SERVICE__ENABLE_TLS, QDRANT__SERVICE__HOST, QDRANT__SERVICE__HTTP_PORT, QDRANT__TLS__CERT, SSL_CERT_FILE, TAVILY_API_KEY, TOGETHER_API_KEY, VERCEL_OIDC_TOKEN, VOYAGE_API_KEYLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
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": {
"codeweaver": {
"command": "uvx",
"args": [
"code-weaver",
"server",
"--host",
"127.0.0.1",
"--port",
"9328",
"--transport",
"streamable-http"
],
"env": {
"CODEWEAVER_CONFIG_FILE": "your-value",
"CODEWEAVER_DEBUG": "your-value",
"CODEWEAVER_EMBEDDING_API_KEY": "your-value",
"CODEWEAVER_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_HOST": "your-value",
"CODEWEAVER_LOG_LEVEL": "your-value",
"CODEWEAVER_MCP_PORT": "your-value",
"CODEWEAVER_PORT": "your-value",
"CODEWEAVER_PROFILE": "your-value",
"CODEWEAVER_PROJECT_NAME": "your-value",
"CODEWEAVER_PROJECT_PATH": "your-value",
"CODEWEAVER_RERANKING_API_KEY": "your-value",
"CODEWEAVER_RERANKING_MODEL": "your-value",
"CODEWEAVER_RERANKING_PROVIDER": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_API_KEY": "your-value",
"CODEWEAVER_VECTOR_STORE_PORT": "your-value",
"CODEWEAVER_VECTOR_STORE_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_URL": "your-value",
"CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY": "your-value",
"CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY": "your-value",
"HTTPS_PROXY": "your-value",
"OPENAI_API_KEY": "your-value",
"OPENAI_LOG": "your-value",
"SSL_CERT_FILE": "your-value",
"AI_GATEWAY_API_KEY": "your-value",
"AWS_ACCOUNT_ID": "your-value",
"AWS_REGION": "your-value",
"AWS_SECRET_ACCESS_KEY": "your-value",
"AZURE_COHERE_API_KEY": "your-value",
"AZURE_COHERE_ENDPOINT": "your-value",
"AZURE_COHERE_REGION": "your-value",
"AZURE_OPENAI_API_KEY": "your-value",
"AZURE_OPENAI_ENDPOINT": "your-value",
"AZURE_OPENAI_REGION": "your-value",
"COHERE_API_KEY": "your-value",
"CO_API_URL": "your-value",
"DEEPSEEK_API_KEY": "your-value",
"GEMINI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"HF_HUB_VERBOSITY": "your-value",
"HF_TOKEN": "your-value",
"INFERENCE_KEY": "your-value",
"INFERENCE_URL": "your-value",
"MISTRAL_API_KEY": "your-value",
"QDRANT__LOG_LEVEL": "your-value",
"QDRANT__SERVICE__API_KEY": "your-value",
"QDRANT__SERVICE__ENABLE_TLS": "your-value",
"QDRANT__SERVICE__HOST": "your-value",
"QDRANT__SERVICE__HTTP_PORT": "your-value",
"QDRANT__TLS__CERT": "your-value",
"TAVILY_API_KEY": "your-value",
"TOGETHER_API_KEY": "your-value",
"VERCEL_OIDC_TOKEN": "your-value",
"VOYAGE_API_KEY": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add codeweaver --env CODEWEAVER_CONFIG_FILE=your-value --env CODEWEAVER_DEBUG=your-value --env CODEWEAVER_EMBEDDING_API_KEY=your-value --env CODEWEAVER_EMBEDDING_MODEL=your-value --env CODEWEAVER_EMBEDDING_PROVIDER=your-value --env CODEWEAVER_HOST=your-value --env CODEWEAVER_LOG_LEVEL=your-value --env CODEWEAVER_MCP_PORT=your-value --env CODEWEAVER_PORT=your-value --env CODEWEAVER_PROFILE=your-value --env CODEWEAVER_PROJECT_NAME=your-value --env CODEWEAVER_PROJECT_PATH=your-value --env CODEWEAVER_RERANKING_API_KEY=your-value --env CODEWEAVER_RERANKING_MODEL=your-value --env CODEWEAVER_RERANKING_PROVIDER=your-value --env CODEWEAVER_SPARSE_EMBEDDING_MODEL=your-value --env CODEWEAVER_SPARSE_EMBEDDING_PROVIDER=your-value --env CODEWEAVER_VECTOR_STORE_API_KEY=your-value --env CODEWEAVER_VECTOR_STORE_PORT=your-value --env CODEWEAVER_VECTOR_STORE_PROVIDER=your-value --env CODEWEAVER_VECTOR_STORE_URL=your-value --env CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY=your-value --env CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY=your-value --env HTTPS_PROXY=your-value --env OPENAI_API_KEY=your-value --env OPENAI_LOG=your-value --env SSL_CERT_FILE=your-value --env AI_GATEWAY_API_KEY=your-value --env AWS_ACCOUNT_ID=your-value --env AWS_REGION=your-value --env AWS_SECRET_ACCESS_KEY=your-value --env AZURE_COHERE_API_KEY=your-value --env AZURE_COHERE_ENDPOINT=your-value --env AZURE_COHERE_REGION=your-value --env AZURE_OPENAI_API_KEY=your-value --env AZURE_OPENAI_ENDPOINT=your-value --env AZURE_OPENAI_REGION=your-value --env COHERE_API_KEY=your-value --env CO_API_URL=your-value --env DEEPSEEK_API_KEY=your-value --env GEMINI_API_KEY=your-value --env GOOGLE_API_KEY=your-value --env HF_HUB_VERBOSITY=your-value --env HF_TOKEN=your-value --env HTTPS_PROXY=your-value --env INFERENCE_KEY=your-value --env INFERENCE_URL=your-value --env MISTRAL_API_KEY=your-value --env OPENAI_API_KEY=your-value --env OPENAI_LOG=your-value --env QDRANT__LOG_LEVEL=your-value --env QDRANT__SERVICE__API_KEY=your-value --env QDRANT__SERVICE__ENABLE_TLS=your-value --env QDRANT__SERVICE__HOST=your-value --env QDRANT__SERVICE__HTTP_PORT=your-value --env QDRANT__TLS__CERT=your-value --env SSL_CERT_FILE=your-value --env TAVILY_API_KEY=your-value --env TOGETHER_API_KEY=your-value --env VERCEL_OIDC_TOKEN=your-value --env VOYAGE_API_KEY=your-value -- uvx code-weaver server --host 127.0.0.1 --port 9328 --transport streamable-httpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"codeweaver": {
"command": "uvx",
"args": [
"code-weaver",
"server",
"--host",
"127.0.0.1",
"--port",
"9328",
"--transport",
"streamable-http"
],
"env": {
"CODEWEAVER_CONFIG_FILE": "your-value",
"CODEWEAVER_DEBUG": "your-value",
"CODEWEAVER_EMBEDDING_API_KEY": "your-value",
"CODEWEAVER_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_HOST": "your-value",
"CODEWEAVER_LOG_LEVEL": "your-value",
"CODEWEAVER_MCP_PORT": "your-value",
"CODEWEAVER_PORT": "your-value",
"CODEWEAVER_PROFILE": "your-value",
"CODEWEAVER_PROJECT_NAME": "your-value",
"CODEWEAVER_PROJECT_PATH": "your-value",
"CODEWEAVER_RERANKING_API_KEY": "your-value",
"CODEWEAVER_RERANKING_MODEL": "your-value",
"CODEWEAVER_RERANKING_PROVIDER": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_API_KEY": "your-value",
"CODEWEAVER_VECTOR_STORE_PORT": "your-value",
"CODEWEAVER_VECTOR_STORE_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_URL": "your-value",
"CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY": "your-value",
"CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY": "your-value",
"HTTPS_PROXY": "your-value",
"OPENAI_API_KEY": "your-value",
"OPENAI_LOG": "your-value",
"SSL_CERT_FILE": "your-value",
"AI_GATEWAY_API_KEY": "your-value",
"AWS_ACCOUNT_ID": "your-value",
"AWS_REGION": "your-value",
"AWS_SECRET_ACCESS_KEY": "your-value",
"AZURE_COHERE_API_KEY": "your-value",
"AZURE_COHERE_ENDPOINT": "your-value",
"AZURE_COHERE_REGION": "your-value",
"AZURE_OPENAI_API_KEY": "your-value",
"AZURE_OPENAI_ENDPOINT": "your-value",
"AZURE_OPENAI_REGION": "your-value",
"COHERE_API_KEY": "your-value",
"CO_API_URL": "your-value",
"DEEPSEEK_API_KEY": "your-value",
"GEMINI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"HF_HUB_VERBOSITY": "your-value",
"HF_TOKEN": "your-value",
"INFERENCE_KEY": "your-value",
"INFERENCE_URL": "your-value",
"MISTRAL_API_KEY": "your-value",
"QDRANT__LOG_LEVEL": "your-value",
"QDRANT__SERVICE__API_KEY": "your-value",
"QDRANT__SERVICE__ENABLE_TLS": "your-value",
"QDRANT__SERVICE__HOST": "your-value",
"QDRANT__SERVICE__HTTP_PORT": "your-value",
"QDRANT__TLS__CERT": "your-value",
"TAVILY_API_KEY": "your-value",
"TOGETHER_API_KEY": "your-value",
"VERCEL_OIDC_TOKEN": "your-value",
"VOYAGE_API_KEY": "your-value"
}
}
}
}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": {
"codeweaver": {
"type": "stdio",
"command": "uvx",
"args": [
"code-weaver",
"server",
"--host",
"127.0.0.1",
"--port",
"9328",
"--transport",
"streamable-http"
],
"env": {
"CODEWEAVER_CONFIG_FILE": "your-value",
"CODEWEAVER_DEBUG": "your-value",
"CODEWEAVER_EMBEDDING_API_KEY": "your-value",
"CODEWEAVER_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_HOST": "your-value",
"CODEWEAVER_LOG_LEVEL": "your-value",
"CODEWEAVER_MCP_PORT": "your-value",
"CODEWEAVER_PORT": "your-value",
"CODEWEAVER_PROFILE": "your-value",
"CODEWEAVER_PROJECT_NAME": "your-value",
"CODEWEAVER_PROJECT_PATH": "your-value",
"CODEWEAVER_RERANKING_API_KEY": "your-value",
"CODEWEAVER_RERANKING_MODEL": "your-value",
"CODEWEAVER_RERANKING_PROVIDER": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_API_KEY": "your-value",
"CODEWEAVER_VECTOR_STORE_PORT": "your-value",
"CODEWEAVER_VECTOR_STORE_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_URL": "your-value",
"CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY": "your-value",
"CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY": "your-value",
"HTTPS_PROXY": "your-value",
"OPENAI_API_KEY": "your-value",
"OPENAI_LOG": "your-value",
"SSL_CERT_FILE": "your-value",
"AI_GATEWAY_API_KEY": "your-value",
"AWS_ACCOUNT_ID": "your-value",
"AWS_REGION": "your-value",
"AWS_SECRET_ACCESS_KEY": "your-value",
"AZURE_COHERE_API_KEY": "your-value",
"AZURE_COHERE_ENDPOINT": "your-value",
"AZURE_COHERE_REGION": "your-value",
"AZURE_OPENAI_API_KEY": "your-value",
"AZURE_OPENAI_ENDPOINT": "your-value",
"AZURE_OPENAI_REGION": "your-value",
"COHERE_API_KEY": "your-value",
"CO_API_URL": "your-value",
"DEEPSEEK_API_KEY": "your-value",
"GEMINI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"HF_HUB_VERBOSITY": "your-value",
"HF_TOKEN": "your-value",
"INFERENCE_KEY": "your-value",
"INFERENCE_URL": "your-value",
"MISTRAL_API_KEY": "your-value",
"QDRANT__LOG_LEVEL": "your-value",
"QDRANT__SERVICE__API_KEY": "your-value",
"QDRANT__SERVICE__ENABLE_TLS": "your-value",
"QDRANT__SERVICE__HOST": "your-value",
"QDRANT__SERVICE__HTTP_PORT": "your-value",
"QDRANT__TLS__CERT": "your-value",
"TAVILY_API_KEY": "your-value",
"TOGETHER_API_KEY": "your-value",
"VERCEL_OIDC_TOKEN": "your-value",
"VOYAGE_API_KEY": "your-value"
}
}
}
}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.
CODEWEAVER_CONFIG_FILE envCODEWEAVER_DEBUG envCODEWEAVER_EMBEDDING_MODEL envCODEWEAVER_EMBEDDING_PROVIDER envCODEWEAVER_HOST envCODEWEAVER_LOG_LEVEL envCODEWEAVER_MCP_PORT envCODEWEAVER_PORT envCODEWEAVER_PROFILE envCODEWEAVER_PROJECT_NAME envCODEWEAVER_PROJECT_PATH envCODEWEAVER_RERANKING_MODEL envCODEWEAVER_RERANKING_PROVIDER envCODEWEAVER_SPARSE_EMBEDDING_MODEL envCODEWEAVER_SPARSE_EMBEDDING_PROVIDER envCODEWEAVER_VECTOR_STORE_PORT envCODEWEAVER_VECTOR_STORE_PROVIDER envCODEWEAVER_VECTOR_STORE_URL envCODEWEAVER__TELEMETRY__DISABLE_TELEMETRY envCODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY envHTTPS_PROXY envOPENAI_LOG envSSL_CERT_FILE envAWS_ACCOUNT_ID envAWS_REGION envAZURE_COHERE_ENDPOINT envAZURE_COHERE_REGION envAZURE_OPENAI_ENDPOINT envAZURE_OPENAI_REGION envCOHERE_API_KEY envCO_API_URL envGEMINI_API_KEY envGOOGLE_API_KEY envHF_HUB_VERBOSITY envHF_TOKEN envHTTPS_PROXY envINFERENCE_URL envMISTRAL_API_KEY envOPENAI_LOG envQDRANT__LOG_LEVEL envQDRANT__SERVICE__ENABLE_TLS envQDRANT__SERVICE__HOST envQDRANT__SERVICE__HTTP_PORT envQDRANT__TLS__CERT envSSL_CERT_FILE envTAVILY_API_KEY envEsta 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 el dominio knitli.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
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.
Debes completar: CODEWEAVER_EMBEDDING_API_KEY, CODEWEAVER_RERANKING_API_KEY, CODEWEAVER_VECTOR_STORE_API_KEY, OPENAI_API_KEY, AI_GATEWAY_API_KEY, AWS_SECRET_ACCESS_KEY, AZURE_COHERE_API_KEY, AZURE_OPENAI_API_KEY, DEEPSEEK_API_KEY, INFERENCE_KEY, OPENAI_API_KEY, QDRANT__SERVICE__API_KEY, TOGETHER_API_KEY, VERCEL_OIDC_TOKEN, VOYAGE_API_KEY
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 (0.1.0-alpha.3) llegó al registro hace 11 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Python (uv), Docker 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
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No se encontró un README en el repo