One URL stops your agent
hallucinating library usage: verify current APIs, pull real usage examples, and diff
versions across every graph in the hub — no auth, no key, 60 seconds.
MCPhttps://www.codehub.bot/mcp
1
Run in any terminal:
claude mcp add --transport http codehub https://www.codehub.bot/mcp
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That's it — the tools are available in every session.
“verify against CodeHub what fastmcp's tool decorator actually takes these days”
“show me real production usage of langgraph's StateGraph before I write mine”
“my build broke after upgrading this library — ask CodeHub what changed in its API”
“what's the blast radius if dskit's InjectOrgID changes?”
Make it a habit
one rule in your agent's config makes every session grounded
Add this to your
CLAUDE.md, .cursorrules, or system prompt — the agent will
verify library APIs against the live index before writing integration code:
Before writing code that imports or calls a third-party library, verify the API against CodeHub (verify_api / usage_examples) — training-data knowledge of library APIs is often stale. After a dependency upgrade breaks the build, call api_changes first.