brief-desk
CopilotKit + AG-UI chat desk with MCP tools for workspace and corpus briefing
A new way for AI to search for data
1GitHub stars
What XERJ indexed
Selected work

“Add discovery MCP tools: trending, search, releases, security”. 19 files, 811 lines in backend, app, lib.
Licence
The repository
MIT
Checked by a person at the pinned commit.
The XERJ corpus
MIT, with credit
The author agreed by email on 2026-10-18. Same terms as the repository. Answers name the repo, the commit and the file:line.
in licence reviewnot in the hub yetsuggested use: adapt with attribution
Example questions
- Where does brief-desk handle “Add discovery MCP tools: trending, search, releases, security”?
- What does backend do in brief-desk?
The prompt
Paste it into your AI agent. It clones gyanu2507/brief-desk at the pinned commit and indexes it on your machine.
Search the GitHub repository gyanu2507/brief-desk with XERJ (https://hub.xerj.org/corpus/gyanu2507--brief-desk). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/gyanu2507/brief-desk brief-desk && git -C brief-desk checkout e108f3420b62ab93c11beee3480b9bbf3bf8e9e7 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./brief-desk --url http://127.0.0.1:9200 --prefix brief-desk --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: MIT. Keep the copyright notice and credit the authors.
Related
Gyanu MayankWeb and frontend platform corpora
Selected work and consent: the XERJ registry.