Browse MCP servers
MCP Harbor, an MCP Server Registry, Directory, and Tower to Buzz.
6 matching
Showing 1–6 of 6 servers
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GoldenPipe
streamable-httpio.github.benseverndev-oss/goldenpipe
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match.
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GoldenFlow
streamable-httpio.github.benseverndev-oss/goldenflow
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
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GoldenAnalysis
stdioio.github.benseverndev-oss/goldenanalysis
Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.
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GoldenCheck
streamable-httpio.github.benseverndev-oss/goldencheck
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
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InferMap
streamable-httpio.github.benseverndev-oss/infermap
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.
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GoldenMatch
streamable-httpio.github.benseverndev-oss/goldenmatch
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
official
Search this catalogue from your agent
The registry is itself an MCP server. Add it once and your agent runs these same searches, with no account and no key.
claude mcp add --transport http mcp-registry-search https://ai.mcpharbor.dev/mcp