intpot

Define Python tools once and serve them as a Typer CLI, FastAPI app, or FastMCP server: or convert existing apps between all three

A new way for AI to search for data
View on GitHub
13GitHub stars
325commits on main
4forks
v0.16.0latest release, 2026-10-29

Python 80.1%, TypeScript 6.6%, JavaScript 6%, Astro 3.2% · created 2026-03-03 · last push 2026-10-31

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit f167cd4bac. It is the newest commit on main.

Selected work

Tugrul Guner
@tugrulguner

Licence

The repository

MIT

LICENSE file checked at the pinned commit; the author agreed to inclusion.

The XERJ corpus

MIT, with credit

The owner added it on hub.xerj.org after signing in with GitHub, on 2026-10-28. Same terms as the repository. Answers name the repo, the commit and the file:line.

selected for the XERJ Corpus Hublicence clearedsuggested use: adapt with attribution

clicode-generationconverterdeveloper-toolsfastapifastmcpmcpmodel-context-protocol

Example questions

Inside the indexed corpus

Licence on GitHub and in the corpus

GitHub reported MIT for tugrulguner/intpot on 2026-10-31, and the LICENSE file at commit f167cd4bac was reviewed as MIT. They match, so answers from this corpus carry the same terms as the live repository.

Contributors

Tugrul Guner (@tugrulguner) has 7 selected repositories on the hub.

Their other repository pages: tugrulguner/summonpot, tugrulguner/dexpot, tugrulguner/lifepot, tugrulguner/refpot, tugrulguner/utilitypot, tugrulguner/skillpot.

Using XERJ with intpot

The prompt

Paste it into your AI agent. It clones tugrulguner/intpot at the pinned commit and indexes it on your machine.

Search the GitHub repository tugrulguner/intpot with XERJ (https://hub.xerj.org/corpus/tugrulguner--intpot).
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/tugrulguner/intpot intpot && git -C intpot checkout f167cd4bac3931da063cc5bc43d7b2905054815e
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./intpot --url http://127.0.0.1:9200 --prefix intpot --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

Stats: GitHub API, fetched 2026-10-31. Selected work and consent: the XERJ registry.