zzhang82/Agent-Memory-Bridge
by Various
Persistent engineering memory for coding agents over MCP.
MCP
zzhang82/Agent-Memory-Bridge
Added 1 June 2026
Overview
Provides persistent memory for coding agents using the Model Context Protocol (MCP). It stores engineering context across sessions so agents can maintain ongoing awareness of a codebase. Written in Python and published as an open source repository.
Best for
Best for
Developers building persistent memory workflows for MCP-based coding agents
Use cases
- Maintain agent context across multiple coding sessions
- Store engineering memory for AI-assisted code review
- Integrate persistent memory into MCP-compatible agent workflows
Notes
Provides persistent memory for coding agents using the Model Context Protocol (MCP). It stores engineering context across sessions so agents can maintain ongoing awareness of a codebase. Written in Python and published as an open source repository.
2 stars on GitHub. Last updated 2026-05-26. Licensed MIT.
Use cases
- Maintain agent context across multiple coding sessions
- Store engineering memory for AI-assisted code review
- Integrate persistent memory into MCP-compatible agent workflows
Pros
- Open source with permissive licensing
- Lightweight Python implementation
- Addresses a real gap in agent context management
Cons
- Very early stage with only 2 GitHub stars
- Limited documentation and community support
- Requires MCP-compatible agent systems to be useful
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Open source with permissive licensing
- Lightweight Python implementation
- Addresses a real gap in agent context management
Cons
- Very early stage with only 2 GitHub stars
- Limited documentation and community support
- Requires MCP-compatible agent systems to be useful
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