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AbianS
by AbianS

Semantic memory for AI coding agents

Give your AI assistant persistent memory that learns from your project's history.

License: MIT Bun MCP


Packages

This monorepo contains two independent packages:

code-recall - MCP Server

npm

The core MCP server that gives AI agents persistent, semantic memory. It stores observations, decisions, and learnings in a local SQLite database with vector search, full-text search, and a rules engine.

bun install -g code-recall
claude mcp add code-recall -- bunx code-recall

code-recall-tui - Terminal UI

npm

A terminal UI for browsing and exploring your code-recall database. View memories, rules, code entities, and search through everything your AI agent has learned.

bun install -g code-recall-tui
code-recall-tui

Related MCP server: Thoth-Mem

Quick Start

  1. Install the MCP server and add it to your AI coding agent

  2. Start coding -- the agent will automatically store decisions, patterns, warnings, and learnings

  3. Browse your data with the TUI to see what your agent has learned

All data stays local on your machine. No cloud, no telemetry, fully private.


Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

  1. Fork the repository

  2. Create your feature branch (git checkout -b feature/amazing-feature)

  3. Commit your changes (git commit -m 'Add amazing feature')

  4. Push to the branch (git push origin feature/amazing-feature)

  5. Open a Pull Request

License

MIT License - see LICENSE for details.

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  • A
    license
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    D
    maintenance
    Provides AI coding assistants with persistent project memory to retain architectural decisions, code patterns, and domain knowledge across sessions. It stores data locally in a SQLite database, allowing agents to remember, recall, and manage project-specific context using full-text search.
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  • A
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    Persistent memory for AI coding agents, storing learned architecture decisions, patterns, and bug fixes in a local SQLite database with full-text search, enabling agents to recall information across sessions.
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  • F
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    A
    maintenance
    Gives AI coding agents a local-first persistent memory they can read and write directly during sessions, storing decisions, preferences, error patterns, and guidelines in per-project and global SQLite stores. Enables semantic and keyword retrieval of relevant context across sessions so agents start work already knowing a codebase's conventions and history.
    -