Last updated
March 16, 2026
MCP profile
Github ChesterHsu Flyto Indexer
Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
Developer ToolsPackagePythonOpen SourceExternal
Visibility
Public
ByRegistry
About This MCP Server
Flyto Indexer
Know what breaks before you change it.
MCP server that gives AI assistants impact analysis, cross-project reference tracking, and code health scoring. Zero dependencies. Pure Python. 100% local.
1. Parse — AST (Python) or regex (others) extracts every function, class, and import 2. Graph — Builds dependency graph + reverse index (caller → callee) 3. Serve — MCP server answers queries from the graph in memory 4. Incremental — Re-scans only changed files (content hash tracking)
Tools & Endpoints3
Known Limitations
- Static analysis only — dynamic imports and metaprogramming not tracked
- No type inference — complex TypeScript generics simplified
- Cross-project tracking requires all projects indexed together
Specifications
Status
live
Industry
Developer Tools
Category
General
Server type
Package
Language
Python
License
Open Source
Verified
Yes
Requirements
- That's it. One command does everything: 1. Scans your project and builds the code index 2. Writes CLAUDE.md with tool usage instructions 3. Configures Claude Code MCP settings (~/.claude/settings.json)
- Restart Claude Code and start using it. Works with any MCP client — Claude Code, Cursor, Windsurf, etc.
- <summary>Manual setup (other MCP clients)</summary>
- If your MCP client doesn't use ~/.claude/settings.json, add this to your MCP config:
- Then scan and set up CLAUDE.md separately:
- <summary>Run from source</summary>
- <summary>Uninstall</summary>
Hosting
Hosting Options
- Package
API
Integrate this server into your application. Choose a connection method below.
1
Install
Install command
Python
pip install flyto-indexerPerformance
Usage
Quick Reference
- Name
- Github ChesterHsu Flyto Indexer
- Function
- Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
- Available Tools
- 5 smart tools. Each one auto-enriches results with related data — no need to pick between dozens of granular tools., <summary>What each tool replaces</summary>, All legacy tools remain available in dispatch for backward compatibility and execution plan steps.
- Transport
- Package
- Language
- Python
- Install
- pip install flyto-indexer
- Source
- External (Registry)
- License
- Open Source
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