# Forums

[Product intro] Forums is an AI Q&A tool for developers: ask any public GitHub repo and get accurate answers grounded in source code. By cloning the repo in a sandbox so an AI agent can search and analyze code, it fixes outdated docs and AI knowledge cutoffs—giving developers live, reliable code-level answers. [Product features] Smart Q&A: ask any public repo; AI explores the code and returns source-backed answers. MCP server: integrate into Claude Code, Cursor, and other editors to query external repos without leaving the IDE. CLI tool: run bash against any public repo from the command line without a local clone. Skill integration: add as a skill pack to workflows for automated code exploration.

[Product intro] Forums is an AI Q&A tool for developers: ask any public GitHub repo and get accurate answers grounded in source code. By cloning the repo in a sandbox so an AI agent can search and analyze code, it fixes outdated docs and AI knowledge cutoffs—giving developers live, reliable code-level answers. [Product features] Smart Q&A: ask any public repo; AI explores the code and returns source-backed answers. MCP server: integrate into Claude Code, Cursor, and other editors to query external repos without leaving the IDE. CLI tool: run bash against any public repo from the command line without a local clone. Skill integration: add as a skill pack to workflows for automated code exploration.

Canonical: https://uniquebase.ai/products/forums
Stable identifier: UB-D8175
Snapshot captured: 2026-11-01T00:41:14.697Z
English updated: 2026-11-01T01:51:58.199Z

## Connected profiles

- [Forums](/companies/forums)

## Sources

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