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PowerPoint (.pptx) MCP server: editable vector diagrams, tables, budgeted reads, render-to-verify
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Office documents and spreadsheets Official MCP Registry Local
LO
Loom io.github.KlossKarl/loom Local-first personal knowledge base. Cited answers from your vault via vector + graph retrieval.
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Docs and knowledge bases Official MCP Registry Local
KA
karst io.github.Moin105/karst Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
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Search and retrieval (RAG) Official MCP Registry Local
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Local hybrid-search memory for AI agents over plain Markdown. Multi-tenant, offline, no LLM.
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Office documents and spreadsheets Official MCP Registry Local
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Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search via MCP.
0% up · 30 days
Utilities Official MCP Registry · PyPI Local Remote
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rmbr io.github.SRock44/rmbr Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.
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Databases Official MCP Registry Local
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Locus io.github.SylphxAI/locus Locus — the exact code chunk for the job: local BM25 search for agents.
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Search and retrieval (RAG) Official MCP Registry Local
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MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.
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Search and retrieval (RAG) Official MCP Registry Local
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Token-light local memory with SQLite hybrid retrieval for MCP agents.
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Databases Official MCP Registry Local
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Cortex io.github.VBlackJack/cortex Local multi-client RAG server over the Model Context Protocol.
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Search and retrieval (RAG) Official MCP Registry Local
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NVIDIA NemoClaw knowledge graph — 55 nodes, F1 0.576 (+269% vs RAG), 11x fewer tokens. MCP-native.
100% up · 30 days
Memory and context Official MCP Registry Local Remote
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FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.
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Search and retrieval (RAG) Official MCP Registry Local
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The full Qdrant API as 58 MCP tools: plain-text semantic/BM25/hybrid search and a search advisor.
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Search and retrieval (RAG) Official MCP Registry · PyPI Local
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Vectora io.github.brunosrz/vectora AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
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Files and storage Official MCP Registry Local
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Local-first web research for AI agents with SearXNG search and SSRF-safe page retrieval.
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Web search and scraping Official MCP Registry Local
FL
FlexOrch io.github.dev-flexorch/flexorch-mcp Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.
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Science and research Official MCP Registry · PyPI Local
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Code intelligence MCP server — impact analysis, semantic search, dependency graphs
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Developer tools Official MCP Registry Local
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Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
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Search and retrieval (RAG) Official MCP Registry Local
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SEC 10-K/10-Q/8-K search, RAG Q&A, comparison, and anomaly detection with citations.
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Search and retrieval (RAG) Official MCP Registry · PyPI Local
RA
Rag io.github.jaimenbell/rag-mcp Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
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Search and retrieval (RAG) Official MCP Registry · PyPI Local