distillery logo
distillery
★ 25
vs
MemoryPilot logo
MemoryPilot
★ 18

distillery vs MemoryPilot

distillery: Distillery is a team knowledge base accessed through Claude Code skills. It captures, classifies, connects, and surfaces team knowledge using natural language commands. It stores knowledge as vector embeddings in DuckDB, running locally or as a hosted service.; MemoryPilot: MemoryPilot is a state-of-the-art MCP memory server that gives AI coding assistants persistent, searchable memory. It features hybrid search (BM25 + multilingual embeddings), temporal knowledge graph, GraphRAG, AAAK compression, and zero-shot auto-classification. It is 100% local, runs as a single binary, and achieves 99.1% R@5 on the LongMemEval benchmark.

01

TL;DR

distillery logo
distilleryRAG / Knowledge Base · ★ 25

Capture and retrieve team knowledge during development

MemoryPilot logo
MemoryPilotRAG / Knowledge Base · ★ 18

Persistent memory for AI coding assistants across sessions

02

Side-by-Side Comparison

Field
distillery logodistillery
MemoryPilot logoMemoryPilot
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 25
★ 18
License
NOASSERTION
NOASSERTION
Install Command
claude plugin marketplace add norrietaylor/distillery && claude plugin install distillery
git clone https://github.com/Soflutionltd/MemoryPilot.git && cd MemoryPilot && ./install.sh
Updated
2d ago
1d ago
Open Source
Yes
Yes
Tags
claude-code, duckdb, embeddings
ai, cursor, embeddings
03

Features

distillery logodistillery
01/distill - Capture session knowledge with dedup detection
02/recall - Semantic search with provenance
03/pour - Multi-entry synthesis with citations
04/bookmark - Store URLs with auto-generated summaries
05/digest - Team activity summary from internal entries
MemoryPilot logoMemoryPilot
01Hybrid search (BM25 + multilingual-e5-small RRF)
02Temporal knowledge graph with validity and confidence
03GraphRAG with auto entity extraction and combinatorial reranking
04AAAK compression (5-10x token savings)
05Zero-shot auto-classification of memories
04

Use Cases

distillery logodistillery
↳Capture and retrieve team knowledge during development
↳Record meeting minutes with append updates
↳Track technical decisions and architectural context
MemoryPilot logoMemoryPilot
↳Persistent memory for AI coding assistants across sessions
↳Automatic organization and retrieval of project knowledge
↳Cross-session context recall for bug fixes and architecture decisions
FAQ

FAQ

What is the difference between distillery and MemoryPilot?
Both distillery and MemoryPilot are in the RAG / Knowledge Base category. distillery has 25 stars, while MemoryPilot has 18 stars.
Which is better, distillery or MemoryPilot?
The best choice depends on your use case. Choose distillery if Capture and retrieve team knowledge during development, and MemoryPilot if Persistent memory for AI coding assistants across sessions.
Is distillery free or open source?
Yes, distillery is open source on GitHub (NOASSERTION).
Is MemoryPilot free or open source?
Yes, MemoryPilot is open source on GitHub (NOASSERTION).
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