code-recall
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@code-recallremind me of our previous decisions on database sharding"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Semantic memory for AI coding agents
Give your AI assistant persistent memory that learns from your project's history.
Packages
This monorepo contains two independent packages:
code-recall - MCP Server
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-recallclaude mcp add code-recall -- bunx code-recallcode-recall-tui - Terminal UI
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-tuicode-recall-tuiRelated MCP server: MCP Vector Memory
Quick Start
Install the MCP server and add it to your AI coding agent
Start coding -- the agent will automatically store decisions, patterns, warnings, and learnings
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.
Fork the repository
Create your feature branch (
git checkout -b feature/amazing-feature)Commit your changes (
git commit -m 'Add amazing feature')Push to the branch (
git push origin feature/amazing-feature)Open a Pull Request
License
MIT License - see LICENSE for details.
This server cannot be deployed
Maintenance
Related MCP Connectors
Local-first memory and continuity for AI coding agents. No cloud backend; optional hosted lane.
Persistent memory for AI agents. Search, store, and recall across sessions.
Persistent memory for AI agents. Search and store durable facts, preferences and decisions.
Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceProvides AI agents with persistent, searchable memory using a knowledge graph stored in SQLite. Features semantic search, temporal awareness, and workflow-aware prompts for development projects.5 npmMIT
- AlicenseNot gradedqualityNot gradedmaintenanceProvides AI coding agents with persistent, long-term memory through local semantic search and SQLite storage. It enables agents to save and retrieve architectural decisions or project context across different conversation sessions without requiring cloud services.MIT
- AlicenseNot gradedqualityDmaintenanceProvides 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.3 npmApache 2.0
- AlicenseNot gradedqualityAmaintenanceProvides long-term memory for LLMs via local SQLite storage with hybrid search (BM25, vectors, recency decay), enabling AI coding agents to persist and recall memories across sessions without cloud or API keys.53MIT