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Deep Research

Integrates multiple AI agents to conduct in-depth research on complex topics with customizable tones, providing detailed...

Created byApr 23, 2025

Deep Research MCP

This repository provides a multi-agent research framework using Python and MCP (Message Control Protocol). The default entrypoint is `mcp_server.py`, which sets up a FastMCP server named **Deep Research** and exposes a tool named `deep_research`.

Setup

  1. **Clone the Repository:** ```bash git clone https://github.com/yourusername/deep-research-mcp.git cd deep-research-mcp ```
  1. **Create/Populate Your `.env` File:** ```bash cp .env.example .env # Then edit the new .env file to fill in your secrets and environment variables # For example: # OPENAI_API_KEY=sk-123-yourkey # Additional environment variables can be placed here ```
  1. **Install Dependencies:** ```bash pip install -r multi_agents/requirements.txt ```
  1. Edit your `claude_desktop_config.json` file to include the following: ``` { "mcpServers": { "deep-research-mcp": { "command": "path/to/your/python/interpreter", "args": [ "/path/to/this/project/deep-research-mcp/mcp_server.py" ] } } } ```
  1. **Run the MCP Server:** ```bash python mcp_server.py ``` This starts the FastMCP tool server locally. From here, any MCP-compatible client or the CLI can invoke the `deep_research` tool.

Project Overview

  • **multi_agents** - **agents**: Contains the various AI agents (ResearchAgent, EditorAgent, etc.). - **memory**: Typed dictionaries to store research and draft states. - **main.py**: Core logic to load tasks and orchestrate agents. - **README.md**: Additional instructions on usage, file output settings, etc.
  • **mcp_server.py**: Main FastMCP server file (entrypoint).
  • **utils**: Shared functions and enums used across the codebase.
  • **.gitignore**, **requirements.txt**, etc.: Standard setup files.
Below is a copy of the `multi_agents/README.md` in a tree-like structure for reference: