tdai-memory-mcp: A Local-First Memory Server for Coding Agents
Current_Law_6339 · reddit · 2026-08-10
An open-source project called tdai-memory-mcp offers a local-first memory solution for coding agents. It requires no API keys or cloud services, relying entirely on SQLite, FTS5, and sqlite-vec locally.
Key Features & Tools:
- Provides 6 MCP tools including hybrid search (BM25 + vector), capturing decisions/errors, structured context handoff, and Architecture Decision Records (ADR).
- Supports a 30-day half-life memory decay mechanism and content-hash deduplication.
- Allows exporting memory as JSON to the repository for team sharing.
- Features lifecycle hooks for auto-recalling on session start and reminding for handoff on stop.
The project is compatible with Devin CLI, Claude Code, Cursor, and includes a web viewer and Docker support.
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