A
licenseB
qualityA
maintenanceA production-grade MCP server for integrating RAG into AI agents, supporting multiple vector databases with enterprise security and dynamic tool selection.
2
15
MIT
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"A server for handling vector memory operations" matching MCP servers:
- AlicenseBqualityBmaintenanceEnables comprehensive Windows system management through Claude Desktop, including PowerShell/CMD execution, file operations, archive handling, Git tools, network testing, and system monitoring. Provides a complete toolkit for Windows automation and administration tasks.173MIT
- AlicenseAqualityAmaintenanceLocal, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates37Apache 2.0
- AlicenseAqualityCmaintenanceMCP server for memory management with process inspection and cleanup tools.5MIT
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- AlicenseAqualityAmaintenanceEnables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.5327Apache 2.0
- AlicenseAqualityDmaintenancePersistent, searchable per-project memory for Claude Code using DuckDB and vector search, with rule enforcement and a management UI.37MIT
- AlicenseAqualityBmaintenanceAn MCP server that gives AI models a persistent notebook backed by a folder of Markdown files, with tools to discover, read, write, edit, and delete notes.9MIT
- AlicenseAqualityAmaintenanceGoverned cross-agent memory for coding agents with hybrid retrieval, provenance tracking, and cross-machine sync.916MIT
- AlicenseAqualityCmaintenanceMCP server that bridges Ableton Live with AI models, enabling real-time project inspection and control such as track overview, device parameters, and audio analysis.12MIT
- AlicenseBqualityAmaintenanceProvides a persistent "second brain" for Claude featuring zero-latency hot caching, semantic cold storage, and automatic pattern mining from activity logs. It enables users to store, search, and automatically extract project facts and code patterns for enhanced contextual recall.567MIT
- FlicenseBqualityAmaintenancemcp-agent-ops is a local stdio MCP server for deterministic agent-development operations that otherwise cause repeated shell and generated Python calls.25
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- AlicenseCqualityAmaintenanceA vendor-agnostic cognitive persistence layer for AI agents. Eliminate the "repetition tax" by transporting your context, preferences, and history across sessions. Features an auto-adaptation engine that syncs global instructions to ensure operational cohesion and optimize token usage across any LLM or multi-agent workflow.16376Apache 2.0
- AlicenseAqualityBmaintenanceAn MCP server that lets AI assistants like Claude read LinkedIn data through your own logged-in browser session. Access profiles and companies, search for jobs, or get job details.19Apache 2.0
- AlicenseAqualityCmaintenanceAn MCP server that lets AI assistants like Claude read LinkedIn data through your own logged-in browser session. Access profiles and companies, search for jobs, or get job details.17Apache 2.0
- FlicenseBqualityCmaintenanceA MongoDB MCP Server that allows AI agents and MCP clients to interact with MongoDB databases through standardized tools for CRUD operations, schema discovery, and collection management.8
- AlicenseAqualityDmaintenancePersistent memory management for AI assistants like Claude, enabling creation, search, and retrieval of memories with tagging and triggers.10MIT
- AlicenseAqualityCmaintenanceEnables genomic sequence analysis through the Evo 2 model, supporting DNA sequence scoring, embedding, generation, and variant effect prediction with multiple model checkpoints (7B, 40B, 1B parameters).62LGPL 3.0
- AlicenseAqualityCmaintenancePersistent local semantic memory for MCP tools, enabling storing and searching notes by meaning using local embeddings and SQLite.3MIT