karst

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Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.

Description

karst 0.2.9 · Code context for AI dev tools — graph-grounded, pack-scoped retrieval over MCP. 60% fewer tokens, audit-grade citations. · Quickstart (CLI) · Use it from your IDE (MCP)

Installation

pypi:karst
Not sure where to start — ask an assistant to walk you through:

Specs

Type MCP server
SectionMCP servers
Pricing free
Platform Command line
Systems cli, api
Hostinglocal
Installmcp
Who forкоманды и бизнес
Protocolsmcp
Site languageen
GitHubMoin105/upgraded-garbanzo
Launched2026-06-23

Can do

agents api workflow-automation offline self-hosted RAG embeddings

Integrations

claude teams GitHub openai anthropic

Platforms

api cli

Protocols

mcp

Tags

agents api workflow-automation embeddings offline RAG self-hosted

Social

GitHub

Source code

Moin105/upgraded-garbanzo

Found in sources

mcp-registry

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