forge.service.research-core

prompted365/forge.service.research-core

3.2

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Cupcake MCP for Deep Research is a minimal example of a Model Context Protocol server designed for searching and fetching cupcake orders, with potential applications in broader research contexts.

Cupcake MCP for Deep Research

This is a minimal example of a Deep Research style MCP server for searching and fetching cupcake orders.

Set up & run

Python setup:

python -m venv env
source env/bin/activate
pip install -r requirements.txt

Run the cupcake demo server:

python sample_mcp.py

For a more generic research server, run:

python general_mcp.py

Funder research example

python funder_mcp.py

The server will start on http://127.0.0.1:8000 using SSE transport.

Files

  • sample_mcp.py: Cupcake-specific example server
  • general_mcp.py: Generic research server built on research_base
  • research_base.py: Provides configuration and pluggable search strategies
  • records.json: Example data file (must be present in the same directory)
  • funder_mcp.py: Example using traversal packets for funder configs