Chapter 6: Library Onboarding and Documentation Quality

April 13, 2026 ยท View on GitHub

Welcome to Chapter 6: Library Onboarding and Documentation Quality. In this part of Context7 Tutorial: Live Documentation Context for Coding Agents, you will build an intuitive mental model first, then move into concrete implementation details and practical production tradeoffs.

This chapter explains how library maintainers can improve Context7 output quality.

Learning Goals

  • submit libraries quickly through Context7 workflow
  • use context7.json for advanced parsing control
  • tune include/exclude rules for cleaner context
  • manage versioned documentation availability

Quality Controls

Config AreaWhy It Matters
include/exclude foldersremoves noisy or outdated content
rules sectioncommunicates best practices to coding agents
previous versionsenables historical compatibility queries

Source References

Summary

You now can improve Context7 retrieval quality from the library-owner side.

Next: Chapter 7: Troubleshooting and Local Development

Source Code Walkthrough

package.json

The package module in package.json handles a key part of this chapter's functionality:

{
  "name": "@upstash/context7",
  "private": true,
  "version": "1.0.0",
  "description": "Context7 monorepo - Documentation tools and SDKs",
  "workspaces": [
    "packages/*"
  ],
  "scripts": {
    "build": "pnpm -r run build",
    "build:sdk": "pnpm --filter @upstash/context7-sdk build",
    "build:mcp": "pnpm --filter @upstash/context7-mcp build",
    "build:ai-sdk": "pnpm --filter @upstash/context7-tools-ai-sdk build",
    "typecheck": "pnpm -r run typecheck",
    "test": "pnpm -r run test",
    "test:sdk": "pnpm --filter @upstash/context7-sdk test",
    "test:tools-ai-sdk": "pnpm --filter @upstash/context7-tools-ai-sdk test",
    "clean": "pnpm -r run clean && rm -rf node_modules",
    "lint": "pnpm -r run lint",
    "lint:check": "pnpm -r run lint:check",
    "format": "pnpm -r run format",
    "format:check": "pnpm -r run format:check",
    "release": "pnpm build && changeset publish",
    "release:snapshot": "changeset version --snapshot canary && pnpm build && changeset publish --tag canary --no-git-tag"
  },
  "repository": {
    "type": "git",
    "url": "git+https://github.com/upstash/context7.git"
  },
  "keywords": [
    "modelcontextprotocol",
    "mcp",
    "context7",
    "vibe-coding",
    "developer tools",

This module is important because it defines how Context7 Tutorial: Live Documentation Context for Coding Agents implements the patterns covered in this chapter.

server.json

The server module in server.json handles a key part of this chapter's functionality:

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.upstash/context7",
  "title": "Context7",
  "description": "Up-to-date code docs for any prompt",
  "repository": {
    "url": "https://github.com/upstash/context7",
    "source": "github"
  },
  "websiteUrl": "https://context7.com",
  "icons": [
    {
      "src": "https://raw.githubusercontent.com/upstash/context7/master/public/icon.png",
      "mimeType": "image/png"
    }
  ],
  "version": "2.0.0",
  "packages": [
    {
      "registryType": "npm",
      "identifier": "@upstash/context7-mcp",
      "version": "2.0.2",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "name": "CONTEXT7_API_KEY",
          "description": "API key for authentication",
          "isRequired": false,
          "isSecret": true
        }
      ]
    },
    {

This module is important because it defines how Context7 Tutorial: Live Documentation Context for Coding Agents implements the patterns covered in this chapter.

How These Components Connect

flowchart TD
    A[package]
    B[server]
    A --> B