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atakanelik34/Bilinc

by Various

Verifiable state plane for autonomous agents: memory, belief revision, rollback, audit, and MCP tools.

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atakanelik34/Bilinc

Added 3 Sept 2026

#agent-infrastructure#ai-agent-memory#belief-revision#context-management#langgraph#mcp-server#neuro-symbolic#sqlite
Catalogue record, not a reviewed recommendation. This record can include automatically collected descriptions and setup details. Confirm important claims with the original source. Explore source-reviewed tools.

Overview

Bilinc is a Python library that provides a verifiable state plane for autonomous agents. It manages agent memory, supports belief revision, rollback and audit trails, and integrates with MCP tools.

Best for

Best for
Developers experimenting with verifiable and auditable state for autonomous agents in Python

Use cases

  • Roll back agent memory to a trusted state after an error
  • Audit each belief revision for an autonomous agent
  • Expose agent state to other tools via MCP integration

How to use

Install

pip install -U bilinc

Tools exposed

  • commit_mem
  • LongMemEval-s

Clients listed in this record (not verified here)

Claude Code, Cursor

Notes

1 stars on GitHub. Last updated 2026-08-11.

Pros

  • Combines memory, revision, rollback, audit, and MCP tools in one library
  • Explicitly designed for verifiable state in agent workflows
  • Open source code is inspectable for early adopters

Cons

  • Only 1 star identifies minimal adoption and limited field testing
  • Vendor is listed as 'Various' so support or ownership of the project is unclear
  • Python-only focus limits reuse in non-Python agent stacks

Pairs with

Other entries in the index that connect to this one. Click through to see the chain.

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