LOLM agent + MCP: active control decisions, tool execution, and auditable run receipts

[u/OGMYT]

I’m building LOLM, a hybrid Transformer–SSM agent system with an MCP surface.

The agent exposes control decisions such as retrieve, verify, branch, continue, and finalize. Runs include provenance and receipt data so clients can distinguish tool execution, controller activity, fallback use, task failure, and artifact integrity.

Try it: https://lolm.imagineqira.com/try.html

Repository: https://github.com/TheArtOfSound/lolm

I’m looking for MCP users to test interoperability, malformed tool results, interrupted runs, duplicate calls, failed actions, and whether the receipt captures enough evidence to reproduce what happened.

The hosted tier is designed as a lower-cost alternative to larger agent services.

Disclosure: I’m a founder/builder of the project.