AgentIndex icon
AgentIndex
rekal logo
rekal
★ 53
vs
distillery logo
distillery
★ 25

rekal vs distillery

rekal: rekal provides long-term memory for LLMs via an MCP server. It stores memories in a local SQLite file and retrieves them using hybrid search (BM25 keywords + vector semantics + recency decay). It works with any MCP-capable agent like Claude Code, Codex CLI, and OpenCode.; 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.

01

TL;DR

rekal logo
rekalRAG / Knowledge Base · ★ 53

Persistent memory for coding agents across sessions to remember user preferences and decisions

Read rekal full review →
distillery logo
distilleryRAG / Knowledge Base · ★ 25

Capture and retrieve team knowledge during development

Read distillery full review →
02

Side-by-Side Comparison

Field
rekal logorekal
distillery logodistillery
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 53
★ 25
License
MIT
NOASSERTION
Install Command
pip install rekal
claude plugin marketplace add norrietaylor/distillery && claude plugin install distillery
Updated
1mo ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
llm, mcp, mcp-server
claude-code, duckdb, embeddings
03

Features

rekal logorekal
01Local SQLite storage, no cloud or API keys
02Hybrid search combining BM25 keywords, vector semantics, and recency decay
03MCP server compatible with various coding agents
04Comprehensive tool-based memory management (store, search, update, delete, prune)
05Smart write operations with supersede and linking for knowledge evolution
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
04

Use Cases

rekal logorekal
↳Persistent memory for coding agents across sessions to remember user preferences and decisions
↳Storing project-specific knowledge and conventions without external services
↳Maintaining a searchable history of agent interactions and decisions
distillery logodistillery
↳Capture and retrieve team knowledge during development
↳Record meeting minutes with append updates
↳Track technical decisions and architectural context
FAQ

FAQ

What is the difference between rekal and distillery?
Both rekal and distillery are in the RAG / Knowledge Base category. rekal has 53 stars, while distillery has 25 stars.
Which is better, rekal or distillery?
The best choice depends on your use case. Choose rekal if Persistent memory for coding agents across sessions to remember user preferences and decisions, and distillery if Capture and retrieve team knowledge during development.
Is rekal free or open source?
Yes, rekal is open source on GitHub (MIT).
Is distillery free or open source?
Yes, distillery is open source on GitHub (NOASSERTION).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to rekal →Alternatives to distillery →rekal details →distillery details →