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Semantic search MCP server for Claude Code conversation sessions

Universal AI API Orchestrator — 1554 tools, 96 services, portable AI Brain bundles + machine-bound vault encryption + Application Engine. The most comprehensive

Knowledge graph plugin for Grackle — Neo4j, embeddings, and knowledge MCP tools

MCP server for BigQuery database operations

LibSQL-based persistent memory tool for MCP with optimized text search

MCP server for querying a ClickHouse event collection over HTTP

MCP server for comprehensive MongoDB integration: database operations, collections, aggregation, queries, connection management, monitoring

Agent-first file management — index local folders and S3 buckets, tag, search, and retrieve files via CLI + MCP

Database MCP server for SQL Server, PostgreSQL, and MySQL with profile-based auto resolution

Graph-based memory system for AI agents. Store people, places, organizations as nodes. Build semantic relationships (KNOWS, WORKS_AT, CREATED). Word-tokenized s

MCP Rag search of the customer related informations

Model Context Protocol server for PostgreSQL database operations