crawlforge vs octa

Open source alternative to Screaming Frog SEO Spider — LLM-native, MCP server included, 269 rules, DuckDB+Parquet storage, MIT licensed.

Fast native desktop app for exploring 20+ data formats like Parquet, DuckDB, SQLite, Excel, Arrow, GeoJSON, Jupyter and more, plus connections to Postgres, Snowflake, BigQuery, GCS, S3 and more. DuckDB SQL, charts, schema diffs, and an MCP server so AI agents query the same data.

MCP Servers

MCP Servers

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16

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