Codebase Memory MCP
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AI Tool
Distill
Persistent, deduplicated memory for LLM agents, with no LLM calls.
Day 43 since launch · Launched 25 August 2026
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What is Distill?
Distill is a context layer for LLM agents that remembers across sessions with write-time deduplication, sensitivity tagging, conflict detection and hierarchical decay. It is deterministic, adds about 12 milliseconds of overhead and makes no LLM calls.
Pros
- Agents keep what matters between sessions
- Flags conflicting information before it causes mistakes
- Fast, deterministic and MIT licensed
Cons
- Aimed at developers building agent systems
- Takes some context-engineering know-how to set up
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