Published July 30, 2026 | Version 1.88.1

inspeximus: a zero-dependency Python agent-memory library with provable erasure and provenance-gated influence

Description

inspeximus is an open-source Python agent-memory library with no third-party dependencies in its core, an MCP server, and ten framework adapters. Its focus is what happens when a memory is WRONG rather than how much it can recall: a fact corrected once stays corrected (deterministic keyed supersession plus an echo guard, with no LLM on the write path); an erasure produces a content-free, signed certificate, so a deletion can be verified rather than asserted; and recall(influence_only=True) gates what a memory may DRIVE on provenance rather than content. Measured, with runnable probes in the repository: a delete that reported success left the data recoverable in five of six places the application had put it; influence gating took action-hijack to 0.00 across three retrievers at a stated utility cost. Honest limits are documented next to the code: the corroboration check counts distinct source strings, which are forgeable, and the residue scan is a literal case-sensitive byte match. 1,797 tests. MIT.

Files

inspeximus-source.zip

Files (7.0 MB)

Name Size
md5:111cca5bf079aa9a133347e2d56a960a
511 Bytes Download
md5:9cfaf1694dd9122b93dfb6cfe23da6f6
6.9 MB Preview Download
md5:3df99636a3016092787c8255b4b81a84
1.1 kB Download
md5:fb5425bad13d3fca4f4c1b844bae8a09
59.5 kB Preview Download

Additional details