GoldenMatch
by benzseverncommunityv1.4.7
30
5
GoldenMatch is a tool for finding duplicate records quickly without the need for configuration or training. It supports various matching methods and integrates with multiple data sources.
From the registry: Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
Install & configure
Prerequisites
- requiredInstall goldenmatch[mcp]Install from PyPI with the MCP extra
https://pypi.org/project/goldenmatch/$ pip install 'goldenmatch[mcp]'
Install in your client
Paste into the AI you're chatting with — it will figure out the rest
Please install the `goldenmatch` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Install goldenmatch[mcp]** — Install from PyPI with the MCP extra Run: `pip install 'goldenmatch[mcp]'` (https://pypi.org/project/goldenmatch/)
Canonical MCP server config (stdio transport):
- command: `goldenmatch`
- args: ["mcp-serve"]
- optional environment variables:
- `OPENAI_API_KEY`: Optional OpenAI API key for LLM scorer (example: `<your-openai-api-key>`)
Note: Also available as a hosted remote MCP on Smithery (https://smithery.ai/servers/benzsevern/goldenmatch).
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.Note: Also available as a hosted remote MCP on Smithery (https://smithery.ai/servers/benzsevern/goldenmatch).
Tools (1)
goldenmatch
Core tool for deduplicating records from CSV files.
Environment variables
API_KEYSrequiredAPI keys for LLM boost and database sync.Prerequisites
- • Python 3.11+
Packages
goldenmatch
pypiv1.4.5transport: stdio
Remote Endpoints
https://goldenmatch-mcp-production.up.railway.app/mcp/
type: streamable-http
Details
- Language
- Python
- License
- MIT
- Released
- Apr 10, 2026
- Last commit
- Apr 10, 2026
- Registry name
- io.github.benzsevern/goldenmatch