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maintenanceThe MCP server provides tools for entity extraction, query refinement, and relevance checking to enhance RAG applications by integrating with OpenAI and Gemini.
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"A server with memory capabilities for MCP" matching MCP servers:
- Alicense-qualityCmaintenanceA generic MCP memory service that provides AI clients with long-term memory capabilities, including semantic search, categorization, and priority management. Supports both local JSON and cloud PostgreSQL storage.9AGPL 3.0
- Alicense-qualityCmaintenanceEnables AI-to-AI consultation for critical thinking and complex reasoning via OpenRouter, allowing one AI to delegate tasks to another AI model.10MIT
- Alicense-qualityBmaintenanceA persistent semantic memory layer for AI coding agents, enabling storage and retrieval of text with vector embeddings via MCP tools.MIT
- Flicense-qualityBmaintenanceA persistent, conflict-aware memory MCP server for AI coding assistants (Cursor, Claude Code).
- AlicenseAqualityDmaintenanceEnables LLM agents to use associative memory with key/value graph-based retrieval, supporting multi-hop traversal and human-like associative leaps beyond embedding similarity.10MIT
- AlicenseAqualityCmaintenanceSmart memory for AI agents. Solves the Karpathy problem: memories decay, topics are frequency-weighted, one-time questions don't become obsessions. 7 tools. Zero deps.4162MIT
- AlicenseAqualityBmaintenanceTwo-layer memory for AI agents. Episodes compress into identity. The only MCP memory server with an immune system. Patterns earn permanence through evidence, false knowledge gets caught and demoted, and stale information fades — so your agent's memory gets smarter over time, not just bigger. Zero dependencies. 5 tools. Works with any MCP client.1610MIT
- AlicenseAqualityAmaintenanceProvides vision capabilities to Reasonix, enabling analysis of images/videos, OCR, and comparisons via OpenAI-compatible vision models.47MIT
- AlicenseAqualityBmaintenanceA Model Context Protocol server providing durable, cross-session memory for AI agents, powered by Qwen on Alibaba Cloud. Enables agents to write, search, recall, and forget memories with semantic ranking.4MIT
- AlicenseAqualityDmaintenanceProvides persistent memory for AI assistants via MCP, enabling them to store and recall facts, preferences, and tasks across conversations using either local file storage or a cloud backend with semantic search.514MIT
- AlicenseAqualityAmaintenanceCognitive memory engine for AI agents with 5,100+ knowledge modules, circadian rhythm awareness, emotional state tracking (PAD model), and hybrid semantic search. Supports persistent per-user memory, project-scoped contexts, and multi-protocol access.2622Apache 2.0
- AlicenseAqualityDmaintenanceEnables AI agents with persistent semantic memory, including semantic recall, knowledge graphs, and instant domain expertise via pre-built Intelligence Packs.1050MIT
- AlicenseAqualityCmaintenancePersistent memory MCP server for AI agents, using SQLite with hybrid keyword and semantic search for long-term memory storage.5Do What The F*ck You Want To Public
- AlicenseBqualityBmaintenanceProvides AI agents with associative long-term memory using Sparse Distributed Memory, enabling recall from vague cues and interference detection.41AGPL 3.0
- AlicenseBqualityBmaintenanceA fully local persistent memory layer for LLM coding agents (Claude Code, Codex, Gemini CLI, OpenCode). A shell wrapper intercepts tool invocations, fires hooks on every tool call, then runs a 3-layer pipeline (extract → compress to ≤500-token digest → merge into project memory doc) at session end. The next session gets prior context injected automatically.620MIT
- AlicenseCqualityAmaintenancePersistent project memory for AI models and coding agents. Memory MCP stores architecture, decisions, tasks, warnings, preferences, and session state in Supabase so OpenCode, Claude Code CLI, Qwen Code, Codex, or any MCP-compatible client can resume work without losing context.221MIT
- FlicenseCqualityCmaintenanceAn MCP server that gives AI assistants persistent memory using an OpenAI vector store, enabling saving and semantic searching of text memories across sessions.2
- Alicense-qualityAmaintenancePersistent cognitive memory for AI agents. Sub-millisecond recall, fully offline, encrypted. 8 tools: recall, recall_structured, store, store_code, store_decision, search, insights, consolidate.73MIT
- Alicense-qualityCmaintenanceProvides persistent long-term memory for AI agents with semantic search and activation-based decay. Enables AI systems to remember across sessions through layered memory architecture and automatic context-aware retrieval.26MIT