AgentIndex icon
AgentIndex
codesearch logo
codesearch
★ 93
vs
distillery logo
distillery
★ 25

codesearch vs distillery

codesearch: codesearch is a token-efficient MCP server for AI agents that enables local semantic code search. It integrates with OpenCode, Claude Code and other AI assistants to perform intelligent code searches with minimal token usage, all running locally with no external API calls.; 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

codesearch logo
codesearchRAG / Knowledge Base · ★ 93

AI-assisted code understanding through natural language queries

Read codesearch 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
codesearch logocodesearch
distillery logodistillery
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 93
★ 25
License
Apache-2.0
NOASSERTION
Install Command
git clone https://github.com/flupkede/codesearch.git && cd codesearch && cargo build --release && sudo cp target/release/codesearch /usr/local/bin/
claude plugin marketplace add norrietaylor/distillery && claude plugin install distillery
Updated
2d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
claude-code, code-search, embeddings
claude-code, duckdb, embeddings
03

Features

codesearch logocodesearch
01Token-efficient AI integration with compact responses
02Semantic, hybrid, and neural reranking search modes
03Incremental indexing with three-layer embedding cache
04Git-aware automatic index placement and branch detection
05Privacy-first local processing with no external calls
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

codesearch logocodesearch
↳AI-assisted code understanding through natural language queries
↳Codebase navigation and reference discovery
↳Integration with AI coding assistants like OpenCode and Claude Code
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 codesearch and distillery?
Both codesearch and distillery are in the RAG / Knowledge Base category. codesearch has 93 stars, while distillery has 25 stars.
Which is better, codesearch or distillery?
The best choice depends on your use case. Choose codesearch if AI-assisted code understanding through natural language queries, and distillery if Capture and retrieve team knowledge during development.
Is codesearch free or open source?
Yes, codesearch is open source on GitHub (Apache-2.0).
Is distillery free or open source?
Yes, distillery is open source on GitHub (NOASSERTION).
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Related

Alternatives to codesearch →Alternatives to distillery →codesearch details →distillery details →