kodit
Active·★ 126·Apache-2.0·Updated 2026-10-20
Kodit is an MCP server designed to connect AI coding assistants to external codebases, providing accurate and up-to-date code snippets. It helps engineers reduce LLM hallucinations and errors by offering relevant, canonical examples directly from indexed code.
#AI Coding Assistant#Code Indexing#MCP Server#Semantic Search#LLM Integration#Code Snippets#Codebase Analysis#Developer Tools
01
Features
01Index local and public codebases supporting over 20 programming languages.
02Integrate seamlessly with AI coding assistants via an MCP server to provide relevant code snippets.
03Perform hybrid searches combining BM25 keyword search with semantic search for enhanced accuracy.
04Advanced code analysis with dependency tracking and call graph generation.
05Enterprise-ready with support for various databases and LLM providers for scalable and secure deployments.
02
Compatibility
Python
Runtime
Verified via docs
SQLite
Database
Verified via docs
Vectorchord
Database
Verified via docs
OpenAI
LLM Provider
Verified via docs
Helix
LLM Provider
Verified via docs
Docker Compose
Deployment
Verified via docs
03
Quick start
1
$ pip install kodit
04
Use cases
↳Enhance AI coding assistant accuracy by feeding it canonical code examples directly from source.
↳Index and make internal or private company codebases searchable by AI development tools.
↳Reduce LLM hallucinations and errors by providing relevant and up-to-date code snippets for specific tasks.
↳Integrate with any OpenAI-compatible or custom API/model to extend AI coding capabilities.
05
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