A
licenseB
qualityF
maintenanceA persistent memory implementation using a local knowledge graph that lets Claude remember information about users across conversations.
Last updated
9
6
MIT
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"Information on Rag and Memory" matching MCP servers:
- Alicense-qualityDmaintenanceA shared memory and coordination server for multiple AI coding agents, built on the Model Context Protocol (MCP).Last updated5MIT
- Alicense-qualityDmaintenanceProvides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.Last updated2MIT
- Flicense-qualityDmaintenanceImplements a RAG workflow that integrates with any custom knowledge base and can be triggered directly from the Cursor IDE.Last updated
- Flicense-qualityCmaintenanceMCP server providing tools for entity extraction, query refinement, and relevance checking to build Agentic RAG applications.Last updated
- Flicense-qualityDmaintenanceConnects a RAG application to open-webui using Model Context Protocol (MCP), enabling server-to-client communication for context retrieval and tool usage in remote environments through Server-Sent Events (SSE).Last updated1
- FlicenseAqualityDmaintenanceA lightweight MCP server that records and reuses prompt gaps — essential context missing from initial instructions — so your AI assistant learns from every session using a plain JSONL file tracked by Git.Last updated42
- AlicenseAqualityCmaintenanceAn MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.Last updated188288MIT
Agentsetofficial
AlicenseAqualityCmaintenanceAn open-source platform for Retrieval-Augmented Generation (RAG). Upload documents and query them ⚡Last updated15230MIT- AlicenseAqualityFmaintenanceA multi-agent orchestration system that enables multiple Claude instances to collaborate through a centralized hub with a shared workspace and real-time communication. It features integrated task management, role assignment, and persistent memory to facilitate complex, synchronized agent workflows.Last updated12274MIT
- AlicenseBqualityDmaintenanceProvides a shared context layer for AI agent teams to improve token efficiency through context deduplication and incremental state sharing. It enables multiple agents to coordinate tasks, share real-time discoveries, and manage dependencies while significantly reducing redundant data transmission.Last updated1507MIT
- AlicenseBqualityCmaintenanceA server that enables Model Context Protocol (MCP) functionality on Cloudflare Workers with OAuth login, allowing applications like Claude Desktop to access custom tools through a standardized interface.Last updated229MIT
- FlicenseBqualityDmaintenanceA Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing clients like Claude Desktop to connect to it for tool-augmented AI interactions.Last updated122
- AlicenseBqualityDmaintenanceProvides comprehensive documentation about AWS AgentCore framework to GenAI tools, enabling users to build production-ready AI agents with enterprise-grade security, observability, and scalability. Offers guidance on identity management, API integration, monitoring, code execution, memory storage, and tool integration for AI agents.Last updated7Apache 2.0
- FlicenseCqualityBmaintenanceSelf-hosted, source-available AI workflow automation platform. Build multi-agent, RAG, and tool-using pipelines on a visual canvas and publish any workflow as an MCP server (stdio/SSE/Streamable HTTP). Also an MCP client via the agent node.Last updated2827
- Alicense-qualityCmaintenanceMCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) with LLM agents, enabling event ingestion, incident triage, approval workflows, and RAG-based knowledge retrieval.Last updatedMIT
Viaofficial
Alicense-qualityBmaintenanceEnables routing context and execution across AI tools like Claude, Cursor, Windsurf, and ChatGPT with a shared memory, task board, and context bus, plus local file conversion.Last updated328Apache 2.0- Alicense-qualityBmaintenanceEnables AI agents to interpret Form.io form schemas and automate structured data collection and agentic workflows through the Model Context Protocol.Last updated48512MIT
- Alicense-qualityCmaintenanceCoordination layer for AI coding agents working on the same codebase. Adds file locks, shared project memory, and cross-machine file sync so Claude Code, Cursor, Windsurf, and other MCP agents stop overwriting each other.Last updated50Apache 2.0
- Alicense-qualityDmaintenanceAn advanced contextual memory server for agent orchestration providing chronological history, semantic vector search via Redis Stack, and temporary scratchpad storage. It also enables context compression through history rollups and facilitates inter-agent communication using a Redis-based Pub/Sub system.Last updated33MIT
