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io.github.infoinlet-marketplace/mcp-postgres-nl-query
RLS/tenant-aware Postgres for AI agents — schema, read-only SQL, NL→SQL with safety rails.
Databases
v0.1.1
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MongoDB MCP vs Redis MCP: Which Fits Agent Memory?
MongoDB and Redis both ship official MCP servers, but they solve different problems for AI agents. Here's a data-backed comparison of auth models, tool coverage, and which one fits agent memory versus persistent storage.
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Qdrant MCP Server Setup: Local Vector Search for AI Agents
A step-by-step guide to running Qdrant's official MCP server for local vector search, including how it compares to the other 602 database servers MCPFind tracks and what the directory listing gets wrong.
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ClickHouse MCP Server Guide for Analytics and OLAP
ClickHouse ships a first-party MCP server that queries both ClickHouse Cloud and self-hosted instances, read-only by default, with writes gated behind explicit env vars. This guide covers install, auth, tool names, and where it fits next to Snowflake.
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