> ## Documentation Index
> Fetch the complete documentation index at: https://docs.chromaflow.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Autonomous Research (MCP)

> A Manus AI–inspired, Claude-powered research workflow: search proactively, curate a persistent knowledge base, then build with references.

# Autonomous Research

Research like a senior engineer: proactively, continuously, with a durable memory.

## Workflow

1. Detect topics requiring fresh intel (frameworks, APIs, performance).
2. Use omnisearch MCP to fan out queries; crawl adjacent topics.
3. Store findings in filesystem MCP as a persistent repo knowledge base.
4. Summarize and cite sources; surface unobtrusively in UI (indicators).
5. Generate outlines, then code; include references in explanations.
6. Maintain environment compatibility with MCP→OpenAPI proxy when needed.

## Models

* Claude 3.7 Sonnet for high-quality reasoning and tool use.
* Streaming results integrated into chat and workbench.

## Visibility

* Non-intrusive indicators during research
* Findings panel with actionable insights and citations

See also: [Workflows](workflows), [API Reference](api-reference).