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Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.
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Memory and context Official MCP Registry · PyPI Local
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Connect AI assistants to Outline for document search, reading, and management
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Office documents and spreadsheets Official MCP Registry · PyPI Local
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95 typed Typesense operations for AI agents through an MCP server that is read-only by default.
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Search and retrieval (RAG) Official MCP Registry Local
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MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.
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Communication and chat Official MCP Registry Local
AD
Astra DB io.github.erichare/astra-mcp Astra DB tools for agents: schema, find, vector search, guarded writes, and interactive views.
100% up · 30 days
Search and retrieval (RAG) Official MCP Registry Local Remote
QD
Qt4 Doc io.github.jztan/qt4-doc-mcp-server Offline MCP server for local Qt 4.8, Qt 5, and Qt 6 documentation with full-text search.
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Docs and knowledge bases Official MCP Registry · PyPI Remote
RE
Reverie io.github.knowall-ai/reverie Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search
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Memory and context Official MCP Registry Local
LY
Lynx io.github.lorenzo-cambiaghi/lynx LynxMCP: 100% local MCP server for the code questions grep can't answer: call graph, hybrid search
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Search and retrieval (RAG) Official MCP Registry · PyPI Local
OP
Openlex io.github.malkreide/openlex-mcp Canton Zurich legislation via ZH-Lex with full-text search and article extraction
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Search and retrieval (RAG) Official MCP Registry · PyPI Local
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Search indexes, manage documents, check health and stats.
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Search and retrieval (RAG) Official MCP Registry Local
IG
IT Glue io.github.selic/mcp-itglue IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
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Office documents and spreadsheets Official MCP Registry Local
EN
Engram io.github.HBarefoot/engram Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.
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Memory and context Official MCP Registry · npm Local 56 a week MIT
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Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
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Search and retrieval (RAG) Official MCP Registry · npm Local 25 a week MIT
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95 typed Typesense operations for AI agents through an MCP server that is read-only by default.
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Search and retrieval (RAG) Official MCP Registry · npm Local 52 a week MIT
WE
Weaviate io.github.mrfentmen/weaviate-mcp MCP server for Weaviate: collections, objects, GraphQL search. Works with any instance.
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Search and retrieval (RAG) Official MCP Registry · npm Local 50 a week MIT
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Full-text financial reports (US, China, Japan, Korea, Taiwan, UK) as clean Markdown for RAG agents.
100% up · 30 days
Office documents and spreadsheets Official MCP Registry · npm Local Remote 49 a week MIT
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Read-only repo navigation and progressive disclosure; BM25 locator with registered evidence.
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Git and code hosting Official MCP Registry · npm Local 48 a week APACHE-2.0
LR
Local Rag io.github.damoqiongqiu/mcp-local-rag Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.
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Search and retrieval (RAG) Official MCP Registry · npm Local 47 a week MIT
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Local semantic search over your Obsidian vault - always fresh, never reindex.
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Docs and knowledge bases Official MCP Registry · npm Local 46 a week MIT
DE
Delinea io.github.mrfentmen/delinea-mcp Delinea Secret Server API: secrets search and retrieval.
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Security Official MCP Registry · npm Local 46 a week MIT