“My agent burns tokens grepping and still misses the file”

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The problem

My agent burns tokens grepping and still misses the file.
Building and tuning my own RAG stack eats the product roadmap.
Agents forget; memory across sessions is unreliable.

With INDAGO

Agents retrieve what they need and skip the grep loops.
Agents see structure, call graph, findings.
Reproducible agent evidence.

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Agents retrieve what they need and skip the grep loops.

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INDAGO Code

Agents see structure, call graph, findings.

Get INDAGO Code About Code

Why your tools fall short.

Vector DBs need hosting and tuning.

Cloud retrieval breaks privacy promises.

MCP servers vary in quality.

EU AI Act Art. 4/ Art. 26 deployer duties

Your coding agent. Grounded in your code.

Claude Code, Codex, Cursor or a local model call INDAGO before they write — and cite file and line.

claude — ~/src/godot

> How does Godot dispatch input events to nodes?

⏺ indago · indago_find(query: "how are input events dispatched to nodes in the scene tree", mode: "code")

⎿ 6 results · ranked, with file and line

1. scene/main/scene_tree.cpp:1430-1443 SceneTree::_call_input_pause

2. scene/main/viewport.cpp:3642-3653 Viewport → _call_input_pause(unhandled_input)

3. scene/main/node.h:408-412 Node::_call_input · _call_shortcut_input · _call_unhandled_input

4. scene/main/viewport.cpp:3636-3640 Viewport → _call_input_pause(unhandled_key_input)

5. scene/main/viewport.cpp:3597-3624 Viewport → _call_input_pause(shortcut_input)

⏺ Input flows Viewport → SceneTree::_call_input_pause → Node::_call_input, in that order: input, shortcut, unhandled key, unhandled.

Real tool output · INDAGO on the open-source Godot engine; the agent's question and summary are shown for context.indago-mcp · INDAGO Code 0.7.9

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Terminal

claude mcp add indago -- "/Applications/INDAGO Code.app/Contents/MacOS/indago-mcp"

indago_find

Find

Ranked search over code, docs and past AI conversations.

indago_read

Read

Open the exact passage behind a result.

indago_code_graph

Call graph

Who calls this, and what does it call.

indago_findings

Findings

Security, quality and performance issues, ranked.

indago_brief

Brief

The shape of a codebase in one page.

indago_scan

Scan

Run checks on demand, export SARIF.

How INDAGO answers.

INDAGO Accelerate

Agents retrieve what they need and skip the grep loops.

INDAGO Code

Agents see structure, call graph, findings.

INDAGO Desktop

Reproducible agent evidence.

Software developers and vibe coders AI-agent builders Engineering teams onboarding

Find it in a blink.

Your documents stay on your Mac.

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macOS · Apple silicon · Signed and notarised