Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"flyto-indexer": {
"args": [
"-m",
"flyto_indexer.mcp_server"
],
"command": "python3"
}
}
}Are you the author?
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MCP server that gives AI assistants impact analysis, cross-project reference tracking, and code health scoring. Zero dependencies. Pure Python. 100% local.
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
uvx 'flyto-indexer' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
Checked flyto-indexer against OSV.dev.
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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.
You: "Rename validateOrder to validate_order"
AI: *renames the function*
*greps for "validateOrder"*
*finds 3 matches in the same project*
*misses 4 callers in the frontend repo*
*misses the API endpoint that routes to it*
*pushes broken code*
You: "Rename validateOrder to validate_order"
AI: → impact(target="validateOrder", change_type="rename")
⚠️ 7 call sites across 3 projects:
backend/checkout.py:42 — calls validateOrder()
backend/api/orders.py:18 — imports validateOrder
frontend/Cart.vue:55 — calls via useCheckout()
frontend/QuickBuy.vue:23 — calls via useCheckout()
mobile/OrderScreen.tsx:67 — API call to /api/validate
tests/test_orders.py:12 — unit test
tests/test_api.py:88 — integration test
Risk: HIGH — 3 projects affected
Test file: tests/test_orders.py
Cross-project: 2 other repos affected
*renames all 7 call sites, updates tests, pushes clean code*
That's the difference. grep finds text. This finds dependencies.
pip install flyto-indexer
flyto-index setup .
That's it. One command does everything:
CLAUDE.md with tool usage instructions~/.claude/settings.json)Restart Claude Code and start using it. Works with any MCP client — Claude Code, Cursor, Windsurf, etc.
If your MCP client doesn't use ~/.claude/settings.json, add this to your MCP config:
{
"mcpServers": {
"flyto-indexer": {
"command": "python3",
"args": ["-m", "flyto_indexer.mcp_server"]
}
}
}
Then scan and set up CLAUDE.md separately:
flyto-index scan .
flyto-index setup-claude .
git clone https://github.com/flytohub/flyto-indexer.git
cd flyto-indexer && pip install -e .
flyto-index setup .
flyto-index setup . --remove
pip uninstall flyto-indexer
Every tool an AI already has (grep, file read, glob) finds text. None of them answer "what depends on this?"
One call gives you everything — references, blast radius, cross-project impact, and test files:
→ impact(target="useAuth")
References: 12 across 4 projects
flyto-cloud: LoginPage.vue, RegisterPage.vue, AuthGuard.ts, api.ts
flyto-pro: vscode_agent/tools.py, middleware/auth.py
... [View full README on GitHub](https://github.com/flytohub/flyto-indexer#readme)