{"id":"cdatasoftware-apache-hadoop-hive-mcp-server-by-cdata","name":"apache-hadoop-hive-mcp-server-by-cdata","af_score":42.2,"security_score":34.8,"reliability_score":12.5,"what_it_does":"Provides a local, read-only Model Context Protocol (MCP) server that exposes Apache Hadoop Hive data via CData JDBC Driver as MCP tools (get tables, get columns, run SELECT queries), so local LLM clients (e.g., Claude Desktop) can query live Hive data without writing SQL.","best_when":"You have Hive connectivity via the CData JDBC Driver, and you want a local MCP bridge for an on-device desktop LLM client to run read-only queries.","avoid_when":"You need robust production-grade API semantics (auth scopes, rate-limit headers, pagination contracts, structured error codes) or remote multi-tenant access.","last_evaluated":"2026-04-04T19:49:14.688133+00:00","has_mcp":true,"has_api":false,"auth_methods":["CData JDBC Driver licensing (java -jar cdata.jdbc... --license)","Underlying CData JDBC connection credentials (may include OAuth depending on the JDBC driver configuration)"],"has_free_tier":false,"known_gotchas":["Server uses stdio; it must run on the same machine as the MCP client.","README lists run_query as SELECT; agents should avoid attempting non-SELECT/CRUD operations since the project is positioned as read-only.","Large result sets may be returned as CSV without documented limits/pagination, which can overwhelm client context."],"error_quality":0.0}