benseverndev-oss/goldenmatch — Zero-config entity resolution.

Description and use

benseverndev-oss/goldenmatch: benseverndev-oss/goldenmatch helps connect AI assistants to real tools and data through a standard protocol.. Use it for connect AI agents to tools; ship Model Context Protocol servers. High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Problem

benseverndev-oss/goldenmatch helps connect AI assistants to real tools and data through a standard protocol.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

Zero-config entity resolution. The zero-tuning Fellegi-Sunter path beats hand-rolled Splink head-to-head; scales from a CSV to a verified 100M-row dedupe in 9.2 min on Ray. Fuzzy/exact/probabilistic + PPRL + LLM, identity graph. Python + edge-safe TypeScript (optional WASM), SQL-native in Postgres & DuckDB, MCP/REST + dbt/Airflow.

Source