zzhang82/Agent-Memory-Bridge

Agent Memory Bridge v0.2.0

Agent Memory Bridge is an MCP-native, local-first memory layer for coding agents.

It turns coding sessions into reusable engineering memory:

• summaries
• learned decisions
• gotchas
• domain notes

Built for Codex-first workflows.

What's new in 0.2.0

Product framing

• unified naming around agent-memory-bridge
• removed the legacy cole_mem_bridge compatibility package
• cleaned up the public repo surface and documentation
• added a clearer positioning note for how this differs from broader memory platforms

Codex workflow support

• agentMemoryBridge is the canonical MCP server
• startup protocol now explicitly includes project:<workspace> when a workspace exists
• session visibility improved with session-seen
• automatic checkpoint and closeout flows remain in place

Memory shaping

• sessions promote into:
  • summary
  • learn
  • gotcha
  • domain-note
• first-pass domain consolidation is now part of the runtime
• memory remains machine-first and token-aware instead of transcript-heavy

Runtime cleanup

• fixed startup launcher cleanup
• smoke-tested MCP behavior after restart
• re-verified the watcher and service chain
• tests passing: 44 passed

What this project is for

Agent Memory Bridge is intentionally narrow.

It is built for:

• coding-agent workflows
• MCP-native integration
• local-first deployment
• reusable engineering memory across sessions and projects

It is not trying to be a universal cognitive memory platform.

Core idea

session -> summary -> learn -> gotcha -> domain-note

Status

The foundation is in place:

• MCP autoload in Codex
• project and session sync
• recall-first workflows
• reflex promotion
• first-pass domain consolidation

Roadmap

Next areas of work include:

• stronger durable-event scoring
• better gotcha extraction
• richer domain/topic synthesis
• later worker/task-query support

See the roadmap in docs/ROADMAP.md.