bricelancasterwcp-sudo/sensorium
by Various
Record what a program actually did and ask it questions afterward — Python, Rust and TypeScript recorders writing one trace format, read by one LLM-native query CLI that refuses ra
MCP
bricelancasterwcp-sudo/sensorium
Added 23 Sept 2026
Overview
Records what a program actually did using Python, Rust, and TypeScript recorders that write a single trace format. An LLM-native query CLI reads the trace and answers questions about it, refusing rather than guessing when it lacks evidence.
Best for
Best for
Developers debugging multi-language programs through natural language trace queries
Use cases
- Ask natural language questions about a recorded program run
- Debug past executions without adding log statements
- Analyze traces from Python, Rust, and TypeScript in one tool
Notes
Records what a program actually did using Python, Rust, and TypeScript recorders that write a single trace format. An LLM-native query CLI reads the trace and answers questions about it, refusing rather than guessing when it lacks evidence.
0 stars on GitHub. Last updated 2026-09-20. Licensed MIT.
Use cases
- Ask natural language questions about a recorded program run
- Debug past executions without adding log statements
- Analyze traces from Python, Rust, and TypeScript in one tool
Pros
- Unified trace format across three languages
- Query CLI avoids hallucination by refusing uncertain answers
- Simple workflow: record, then interrogate
Cons
- Only supports Python, Rust, and TypeScript recorders
- Zero stars indicates minimal community adoption or validation
- LLM may decline to answer questions not grounded in the trace
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Unified trace format across three languages
- Query CLI avoids hallucination by refusing uncertain answers
- Simple workflow: record, then interrogate
Cons
- Only supports Python, Rust, and TypeScript recorders
- Zero stars indicates minimal community adoption or validation
- LLM may decline to answer questions not grounded in the trace
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Pairs with
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