Guides
Set up MCP for your coding agent, give agents current documentation, and host docs that people and AI agents can read.
Context Engineering for Coding Agents: Keep Docs From Filling the Context
Context engineering for coding agents starts with docs: in our test, Context7 snippets passed all 84 runs using a tenth of the tokens of full web pages.
Batuhan BilginAI Software Factories Need Current Docs: Grounding Agents in the APIs You Run
An AI software factory turns specs into code with no human writing or reviewing it, so an outdated API call is only caught when a check fails. In our factory-loop test on APIs released in 2026, adding Context7 docs took Claude Haiku 5.5 from 12 to 20 passing work orders out of 20, and Claude Sonnet 5.5 from 16 to 20.
Batuhan BilginBuild a Next.js AI SDK Agent That Reads the Docs for Your Installed Versions
We asked Claude Sonnet 5.5 to write a file that redirects users without a session cookie to /login. Our test project had Next.js 16.4.1 installed. Claude Sonnet 5.5 wrote middleware.ts for us, adding a tiny note at the bottom about Next.js 16. With the docs tool, the model wrote proxy.ts, the name used by Next.js 16. It also used the list of installed packages to determine that the project was running Next.js 16.4.1. This single tool call took about 600 ms. The agent is a tiny Next.js chat app that uses AI SDK 7. It reads your installed versions, then searches the Context7 docs for the versions. It then streams each search to the chat page so you can see what docs were read.
Batuhan BilginSafer Search APIs for Coding Agents: Limiting Prompt Injection
Which search API is safest for coding agents? Compare Context7, Tavily, Exa, and Brave on prompt injection risk, plus the defenses every coding agent needs.
Abdullah Enes GulesHow to Add Documentation Search to a Vercel AI SDK Agent
Add a documentation search tool to a Vercel AI SDK agent with the Context7 tools package or a custom tool() that calls the Context7 Search API. Code included.
Abdullah Enes GulesExa vs Tavily vs Brave vs Context7: Search APIs for Coding Agents (2026)
Compare Exa, Tavily, Brave, Perplexity, Firecrawl and Context7 as a search API for coding agents: open web search versus a version-specific docs index.
Abdullah Enes Gules