A
licenseA
qualityB
maintenanceA black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.
4
15
2
MIT
73,156 servers. Updated
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"Database Query and Information Retrieval" matching MCP servers:
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- Alicense-qualityCmaintenanceAn MCP server that analyzes SQL schemas, generates realistic test data, benchmarks queries, and provides optimization recommendations to improve database performance.MIT
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metoro-mcp-serverofficial
Alicense-qualityCmaintenanceQuery and interact with kubernetes environments monitored by Metoro. Look at APM, metrics, traces, profiling information with LLMs.51MIT- Alicense-qualityBmaintenanceExposes SereneDB server state as read-only MCP tools (status, storage, memory, activity, threads, profile, callgraph, host, config, and optional set_setting) so agents can query live database health and metrics with evidence-backed findings instead of viewing screenshots.5Apache 2.0
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