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context-sherpa
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context-sherpa

Active·★ 27·MIT·Updated 2026-03-26

Context Sherpa is a platform for Context Engineering that enhances AI coding agents by providing precise symbolic signals from codebases. It uses SCIP-based indexing and structural analysis to reduce token consumption by up to 90% while improving accuracy. The tool offers both a GUI Code Atlas Explorer and a headless MCP server for integration with tools like Cursor and Cline.

#ai#mcp#mcp-server#mcp-servers
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Guides
$ cd frontend && npm install && npm run build && cd .. && go install github.com/wailsapp/wails/v2/cmd/wails@latest && wails build
↗ Visit site★ GitHub
01

Features

01Code Atlas Explorer for visualizing codebase relationships
02Agent Rule Management using ast-grep and natural language
03Integrated Local Reasoning with Ollama/LM Studio
04Universal MCP Server for headless integration
05SCIP-based indexing for precise symbolic analysis
02

Compatibility

Windows
Windows
Verified via docs
macOS
macOS
Verified via docs
Linux
Linux
Verified via docs
03

Quick start

1
$ cd frontend
2
$ npm install
3
$ npm run build
4
$ cd ..
5
$ go install github.com/wailsapp/wails/v2/cmd/wails@latest
6
$ wails build
04

Use cases

↳Enhancing AI coding agents with precise codebase signals
↳Reducing token consumption for large codebase tasks
↳Integrating with tools like Cursor and Cline via MCP
05

Alternatives

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hackafterdark /
context-sherpa
↗

Context Sherpa MCP server provides code mapping, deterministic feedback loops, and tiered inference for AI coding agents to increase accuracy and optimize token usage.

27MIT
Last commit7mo ago
StatusActive
CategoryLLM Infra
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
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