find-docs

Récupérez la documentation actuelle et les exemples de code pour toute bibliothèque en utilisant l'interface en ligne de commande Context7.

npx skills add https://github.com/upstash/context7 --skill find-docs

Documentation Lookup

Retrieve current documentation and code examples for any library using the Context7 CLI.

Run commands with npx ctx7@latest so setup always uses the latest CLI without a global install:

npx ctx7@latest library <name> "<query>"
npx ctx7@latest docs <libraryId> "<query>"

Optionally install globally if you prefer a bare ctx7 command:

npm install -g ctx7@latest

Workflow

Two-step process: resolve the library name to an ID, then query docs with that ID.

# Step 1: Resolve library ID
npx ctx7@latest library <name> "<query>"

# Step 2: Query documentation
npx ctx7@latest docs <libraryId> "<query>"

You MUST call library first to obtain a valid library ID UNLESS the user explicitly provides a library ID in the format /org/project or /org/project/version.

IMPORTANT: Do not run these commands more than 3 times per question. If you cannot find what you need after 3 attempts, use the best result you have.

Step 1: Resolve a Library

Resolves a package/product name to a Context7-compatible library ID and returns matching libraries.

npx ctx7@latest library React "How to clean up useEffect with async operations"
npx ctx7@latest library "Next.js" "How to set up app router with middleware"
npx ctx7@latest library Prisma "How to define one-to-many relations with cascade delete"

Use the official library name with proper punctuation (e.g., "Next.js" not "nextjs", "Customer.io" not "customerio", "Three.js" not "threejs"). If results look wrong, try alternate spellings such as next.js before changing the query.

Always pass a query argument — it is required and directly affects result ranking. Use the user's intent to form the query, which helps disambiguate when multiple libraries share a similar name. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query.

Result fields

Each result includes:

  • Library ID — Context7-compatible identifier (format: /org/project)
  • Name — Library or package name
  • Description — Short summary
  • Code Snippets — Number of available code examples
  • Source Reputation — Authority indicator (High, Medium, Low, or Unknown)
  • Benchmark Score — Quality indicator (100 is the highest score)
  • Versions — List of versions if available. Use one of those versions if the user provides a version in their query. The format is /org/project/version.

Selection process

  1. Analyze the query to understand what library/package the user is looking for
  2. Select the most relevant match based on:
    • Name similarity to the query (exact matches prioritized)
    • Description relevance to the query's intent
    • Documentation coverage (prioritize libraries with higher Code Snippet counts)
    • Source reputation (consider libraries with High or Medium reputation more authoritative)
    • Benchmark score (higher is better, 100 is the maximum)
  3. If multiple good matches exist, acknowledge this but proceed with the most relevant one
  4. If no good matches exist, clearly state this and suggest query refinements
  5. For ambiguous queries, request clarification before proceeding with a best-guess match

Version-specific IDs

If the user mentions a specific version, use a version-specific library ID:

# General (latest indexed)
npx ctx7@latest docs /vercel/next.js "How to set up app router"

# Version-specific
npx ctx7@latest docs /vercel/next.js/v14.3.0-canary.87 "How to set up app router"

The available versions are listed in the library command output. Use the closest match to what the user specified.

Step 2: Query Documentation

Retrieves up-to-date documentation and code examples for the resolved library.

npx ctx7@latest docs /facebook/react "How to clean up useEffect with async operations"
npx ctx7@latest docs /vercel/next.js "How to add authentication middleware to app router"
npx ctx7@latest docs /prisma/prisma "How to define one-to-many relations with cascade delete"

Writing good queries

The query directly affects the quality of results. Be specific and include relevant details, but keep each query to one topic — if the question spans multiple distinct concepts, run a separate docs command per concept instead of combining them, unless the question is about how the concepts interact. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query.

QualityExample
Good"How to set up authentication with JWT in Express.js"
Good"React useEffect cleanup function with async operations"
Bad (too vague)"auth"
Bad (too vague)"hooks"
Bad (too broad)"routing and auth and caching in Next.js"

Describe what to look up in the library's documentation, rather than the task to complete — vague one-word queries return generic results, and multi-topic queries dilute ranking and return shallow results for each topic.

The output contains two types of content: code snippets (titled, with language-tagged blocks) and info snippets (prose explanations with breadcrumb context).

Authentication

Works without authentication. For higher rate limits:

# Option A: environment variable
export CONTEXT7_API_KEY=your_key

# Option B: OAuth login
npx ctx7@latest login

Error Handling

If a command fails with a quota error ("Monthly quota reached" or "quota exceeded"):

  1. Inform the user their Context7 quota is exhausted
  2. Suggest they authenticate for higher limits: npx ctx7@latest login
  3. If they cannot or choose not to authenticate, answer from training knowledge and clearly note it may be outdated

Do not silently fall back to training data — always tell the user why Context7 was not used.

Common Mistakes

  • Library IDs require a / prefix — /facebook/react not facebook/react
  • Always run npx ctx7@latest library first — npx ctx7@latest docs react "hooks" will fail without a valid ID
  • Use descriptive queries, not single words — "React useEffect cleanup function" not "hooks"
  • One topic per query — split "routing and auth and caching" into a separate docs command per concept, unless the question is about how they interact
  • Do not include sensitive information (API keys, passwords, credentials) in queries

Plus de skills de upstash

context7-docs
upstash
Récupérez la documentation et les exemples de code à jour pour toute bibliothèque, framework, SDK, outil CLI ou service cloud. Utilisez-le lorsque l'utilisateur demande des informations sur un…
official
context7-mcp
upstash
Cette compétence doit être utilisée lorsque l'utilisateur pose des questions sur des bibliothèques, des frameworks, des références d'API ou a besoin d'exemples de code. S'active pour les questions de configuration, le code…
official
ctx7-cli
upstash
Utilisez l'interface en ligne de commande ctx7 pour récupérer la documentation de bibliothèque, gérer les compétences de codage IA et configurer Context7 MCP. Activez-vous lorsque l'utilisateur mentionne "ctx7" ou "context7",…
official
docs
upstash
Récupère et interroge la documentation à jour et les exemples de code de Context7 pour toute bibliothèque ou framework de programmation. À utiliser lors de l'écriture de code qui dépend de…
official
documentation-lookup
upstash
Récupère la documentation actuelle des bibliothèques et des exemples de code plutôt que de se baser sur les données d’entraînement. Résout les noms de bibliothèques en identifiants de documentation Context7, puis interroge les informations de configuration, de paramétrage et de référence d’API. Prend en charge les principaux frameworks et bibliothèques : React, Vue, Svelte, Next.js, Express, Prisma, Supabase, Tailwind, et d’autres. S’active automatiquement pour les questions de configuration, les demandes de génération de code et les requêtes spécifiques aux frameworks. Renvoie une documentation tenant compte de la version et du code officiel...
official
redis-js
upstash
Travailler avec le SDK JavaScript/TypeScript Upstash Redis pour les opérations Redis serverless. Utiliser pour la mise en cache, le stockage de sessions, la limitation de débit, les classements, la recherche en texte intégral…
official
upstash-search-js
upstash
Point d'entrée pour les compétences documentaires couvrant les démarrages rapides d'Upstash Search, les concepts fondamentaux et l'utilisation du SDK TypeScript. À utiliser lorsqu'un utilisateur demande comment commencer,…
official
upstash/search TypeScript SDK
upstash
upstash/search-typescript-sdk — une compétence installable pour les agents IA, publiée par upstash/search-js.
official