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goldenmatch

MCP Server

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

135
Why nowMoving now

Last commit November 1, 2026, 10 days ago.

DecisionWorth testing this week

135 GitHub stars and 0 Honeystax upvotes. Copy the install, test the workflow, then decide if it earns a permanent slot.

Trial costFast eval

You can test this quickly and remove it cleanly if it misses.

Risk14/100

Starts at 6. Added: no security policy +8.

What You Are Adopting

AI Agent

Universal

Model

Multiple

Test This In Your Stack

One command inClean rollbackLow commitment
settingsRegistryAdds a named entry to Claude config. One command to remove.

Fastest way to find out if goldenmatch belongs in your setup.

Copy the install command, run a real test, and back it out cleanly if it slows you down.

Try now
claude mcp add goldenmatch -- npx goldenmatch

Run this first. You will know quickly if the workflow earns a permanent slot.

Back out
claude mcp remove goldenmatch

No messy cleanup loop. If it misses, remove it and keep moving.

Install Location

~/  └─ .claude.json    └─ mcp_servers/      └─ goldenmatch ← registers here

About

goldenmatch is listed on Honeystax as a MCP Server for Universal, since July 22, 2026. Its code is at github.com/benseverndev-oss/goldenmatch, with 135 GitHub stars and 18 open issues. Last commit November 1, 2026, 10 days ago. GitHub's community health check gives it 87 out of 100.

Source & freshness

Source: GitHub repository

Source check: November 1, 2026

Upstream commit: November 1, 2026

Repository state: Not marked archived

Honeystax upvotes are community interest signals, not star ratings. GitHub stars and repository health are source measurements; editorial risk and trial-cost notes are Honeystax analysis.

Open Live ProjectAudit Repo

Reviews0

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ActiveLast commit 10d ago
bug_report18open issues
Submitted July 22, 2026

auto_awesomeYour strongest next moves after goldenmatch