Yes, Goldenmatch is free to use.

How do I install Goldenmatch?

Goldenmatch supports both local and remote installation. For local use, install it via pip (uvx) and add the configuration to your AI app. For remote access, add the server URL to your MCP configuration.

Is Goldenmatch safe to use?

Yes. Goldenmatch passed MCP Marketplace's automated security scan with a score of 9.7/10 (low risk). Every server on MCP Marketplace is security-scanned before it's listed; see the full security report on this page for the findings and permissions.

What AI apps work with Goldenmatch?

Goldenmatch uses the Model Context Protocol (MCP) and works with any MCP-compatible AI app, including Claude, ChatGPT / Codex, Gemini, Copilot, Cursor, and more.

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Goldenmatch MCP Server

by benzsevern

Developer ToolsLow Risk9.7LocalRemote

Free

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

About

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

Remote endpoints: streamable-http: https://goldenmatch-mcp-production.up.railway.app/mcp/

Security Report

9.7

Low Risk9.7Low Risk

Valid MCP server (1 strong, 1 medium validity signals). No known CVEs in dependencies. ⚠️ Package registry links to a different repository than scanned source. Imported from the Official MCP Registry. 1 finding(s) downgraded by scanner intelligence.

Endpoint verified · Requires authentication · 2 issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Required

This plugin requests these system permissions. Most are normal for its category.

HTTP Network Access

Connects to external APIs or services over the internet.

How to Install & Connect

Available as Local & Remote

This plugin can run on your machine or connect to a hosted endpoint. during install.

Getting Started

Once installed, try these example prompts and explore these capabilities:

1"Find duplicates in my customer list"
2"Match these two supplier files and show me the overlaps"
3"Explain why these two records were matched"
4"Create golden records from the duplicate clusters"
5"Set up privacy-preserving matching for cross-org deduplication"
6Tool: agent_deduplicate — Run full ER pipeline with confidence gating and reasoning
7Tool: agent_match_sources — Match two files with intelligent strategy selection
8Tool: agent_explain_pair — Natural language explanation for why two records match
9Tool: analyze_data — Profile data, detect domain, recommend ER strategy
10Tool: auto_configure — Generate optimal matching config from data analysis
11Tool: get_golden_record — Get the merged canonical record for a duplicate cluster
12Tool: pprl_link — Privacy-preserving record linkage using bloom filters
13Tool: agent_review_queue — Get borderline pairs awaiting human approval