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RAG, search & retrieval
RAG, search & retrieval inside AI.
Newest through the gate
- Adaptive Reservoiradaptiveips.comAdaptive Reservoir provides private, governed AI search over an organization’s knowledge base.
- ResearchZoshogithub.comResearchZosho is a local research librarian that stores, reads, and questions sources through a web inbox and MCP server.
- Omengithub.comOmen is an open-source tool for asking natural-language questions about structured data.
- Aether Developergithub.comAether Developer provides cited financial-document search through MCP, SDKs, and agent skills for developers and LLM applications.
- Better Code Review Graphgithub.comKnowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your…
- HQLookuphqlookup.comHQLookup provides secure RAG search across business documents for multi-branch organizations.
- rag-ratgithub.comrag-rat is a local repository intelligence tool for semantic code search, graph navigation, and MCP-based developer workflows.
- Girdergithub.comGirder is a Rust-based semantic code graph and MCP server that supplies coding agents with relevant code context.
- LeMapdatasong.appLeMap connects business processes to enterprise data so teams can find and query relevant information.
- FoxNosefoxnose.netFoxNose provides a managed knowledge API with hybrid search and MCP support for AI agents.
- grounded-rag-mcppypi.orggrounded-rag-mcp is an MCP server for cited document retrieval with hybrid search and reranking.
- robot_lab-document_storegithub.comrobot_lab-document_store provides embedding-based semantic document storage for RobotLab agents.
- Silica Coregithub.comSilica Core provides MCP-based file retrieval and coding-session tools for developers and coding agents.
- Suomiatlassuomiatlas.comSuomiatlas provides Finnish postal-area and municipal statistics through a web app and MCP server.
- Briffbriff.siteBriff summarizes long articles and documents into shareable links with executive summaries and key points.
- Goldseamweb.appGoldSeam is a free MCP service giving AI agents sourced answers about 6,255 industry certifications: issuers,…
- Daystructdaystruct.aiDaystruct provides current research and specialized capabilities that AI agents can call when needed.
- seojae-mcppypi.orgseojae-mcp is a local RAG MCP server for searching Korean documents with Claude.
- ask-web-searchgithub.comask-web-search provides web search and retrieval capabilities for developer applications.
- ask-web-search-mcpgithub.comask-web-search-mcp provides web search capabilities to AI agents through an MCP server.
- Kyrodata MCPkyrodata.comKyrodata MCP provides Brazilian trade, supply, climate, and commodity data to AI assistants.
- samyakpypi.orgSamyak provides AI engineering tools for building reliable retrieval-augmented generation applications.
- Juanjo Labs Semantic Related Postswordpress.orgJuanjo Labs Semantic Related Posts finds and displays semantically related WordPress articles using embeddings, categories, tags, or hybrid matching.
- CleanMarkdownusemy.cloudCleanMarkdown extracts webpages into clean Markdown for LLM, RAG, and AI agent pipelines.
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