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MCP servers tagged hybrid-retrieval
17 live MCP servers tagged "hybrid-retrieval", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with hybrid-retrieval.
Scope Recall Hermes
Local long-term memory for Hermes, Codex, Claude Code, WorkBuddy and dsh agents: one SQLite store, source-backed recall, and tools to inspect, correct or delete what is remembered.
Kimi Core
个人用的 agent memory OS——记忆系统 + self-drive 自主情感，内置对抗式自审 harness。内在过程需要外在标准。
Cortrix
Semantic storage for AI agents. Active pre-release.
VOTR
[ANON for Submission]
Rag LLM Wiki Knowledge Base
Self-hosted RAG x LLM Wiki knowledge base framework: document parsing/chunking/vectorization, knowledge graph, hybrid retrieval (vector + graph), multi-tenant API-key isolation, s…
Obsidian Chromadb Self Evolving Kb
面向 Markdown 知识库的自进化 RAG 检索引擎：BGE 向量 + BM25 + RRF 融合检索，两阶段 Rerank，反馈驱动 BGE 微调闭环（离线闸门保障安全上线）。开箱自证检索质量，支持 Obsidian 同步与 FastAPI/MCP 服务。
Ican Digital Human Agent
数字人 Agent 底座：Spring Boot 认证网关 + FastAPI/LangGraph 编排 + 混合检索 RAG + MCP 工具 + 实时语音，含离线评测与可观测性
udjin-labs/mnemostack
hosted with Qdrant backend. 82.5% strict accuracy on LoCoMo benchmark. `pip install 'mnemostack[mcp]'`
Ragclaw Lite
Private-deploy AI agent platform with hybrid retrieval, code sandbox, and shared skill system. RAG + BM25 parallel search, safe execution, and multi-user workspace.
Repository Mind
A desktop tool that turns GitHub repositories into evidence-based project reports and AI-readable indexes.
Irishpulse
Multi-agent EU AI Act compliance system for Irish SMEs. LangGraph orchestrator routes queries across 3 specialist agents (ReAct, RAG, Tree-of-Thought). ChromaDB + BM25 hybrid retr…
Aina Veris
Domain-aware RAG framework with A2A agents, MCP server/client support, multi-domain retrieval, tool-assisted inference, and grounded citations.
Kb Rag
个人知识库引擎：PDF/Word/EPUB → LLM 实体关系图谱 + 混合检索（向量+BM25+RRF 融合）+ 0.92 语义缓存 + Obsidian 实体隔离导出 + MCP（Claude/Cursor 直连）。智能 PDF 分类器（公式密度≥2% 自动 MinerU），懒初始化 + 生产级异步鲁棒性。欢迎贡献示例与 benchmark。
SentinelRAG
A policy-aware hybrid RAG agent for secure question answering over code repositories and documentation, with BM25/FAISS retrieval, MCP-style tool routing, and multi-model evaluati…
Knowledge Service
Reusable MCP-based knowledge retrieval service with ingestion, Hybrid Retrieval, citations, and collection-based isolation.
Nexus Rag
Hybrid RAG system with MCP server — 0.90 RAGAS faithfulness, 0.96 context precision, 91 tests
Memory LanceDB Pro
Full memory-lancedb-pro memory enhancement system for Claude Code via MCP protocol — hybrid retrieval, smart extraction, auto-capture, intelligent forgetting, multi-scope isolatio…