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maintenanceEnables natural language search of local photo archives using AI-powered semantic understanding, with integration into Claude Desktop via the Model Context Protocol.
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"semantic-release" matching MCP servers:
- AlicenseAqualityAmaintenanceLocal semantic recall MCP server for citation-integrity workflows. Enables semantic search over a text corpus, returning file paths and page numbers for verification, with 100% local processing using ONNX embeddings and LanceDB.21MIT
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- AlicenseAqualityAmaintenanceProvides direct access to 200M+ academic papers from Semantic Scholar, enabling paper search with advanced filters, author discovery, citation analysis, and AI-powered paper recommendations through natural language.1413MIT
- FlicenseAqualityBmaintenanceEnables semantic search over local markdown specs, RFCs, and docs using Ollama and LanceDB, allowing AI agents to find relevant information by meaning rather than exact keywords.3
- AlicenseAqualityCmaintenanceProvides tools to search, retrieve, and explore over 200M academic papers, authors, citations, and full-text snippets via the Semantic Scholar API.1666MIT
- AlicenseAqualityAmaintenanceA read-only PostgreSQL MCP server for AI coding agents that exposes database schema and sample data as tools, with LLM-powered semantic search enriched by a user-authored semantic layer.4MIT
- AlicenseAqualityDmaintenanceProvides semantic code search over codebases using local embeddings with natural language queries. Supports hybrid search, file watching, and respects .gitignore.115MIT
- AlicenseAqualityDmaintenanceIndexes codebases using semantic embeddings for natural language search, enabling developers to find code with queries like 'how does authentication work'.81MIT
- AlicenseAqualityBmaintenanceRead-only semantic retrieval for agents that need to find the right Obsidian note without write access.4350MIT
- AlicenseAqualityDmaintenanceEnables access to the Semantic Scholar Academic Graph API for searching and retrieving detailed information about academic papers, authors, citations, and references.113MIT
- AlicenseAqualityBmaintenanceA self-hosted semantic code retrieval MCP server that enables natural language queries to find relevant code snippets using Tree-sitter AST parsing, embedding, and hybrid search with reranking.12MIT
- FlicenseAqualityDmaintenanceAn MCP server that provides access to Semantic Scholar's academic paper database, enabling paper search, detailed retrieval, author info, and citation export.410
- AlicenseAqualityBmaintenanceA persistent memory layer for Claude Desktop that enables semantic search across your entire Obsidian vault using local embeddings and PostgreSQL + pgvector.111Apache 2.0
- AlicenseAqualityDmaintenanceEnables searching academic papers on Semantic Scholar and downloading their PDFs, with support for multiple publishers.22GPL 3.0
- AlicenseCqualityCmaintenanceSemantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.16163MIT
- FlicenseDqualityDmaintenanceEnables AI agents to perform semantic search over codebases by converting natural language queries into efficient search patterns like grep and ripgrep. It utilizes LLMs to verify relevance and find code snippets that traditional keyword-based searches might miss.1
- AlicenseNot gradedqualityFmaintenanceEnables comprehensive academic research through the Semantic Scholar API, including paper search, author discovery, citation network analysis, and full-text access from arXiv and Wiley sources.3327ISC
- AlicenseNot gradedqualityBmaintenanceEnables fully local semantic search over a Roam Research graph via MCP, providing tools for hybrid retrieval, index refresh, and stats while keeping all content on-machine.1MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI coding agents to perform semantic code search locally, finding code by meaning rather than exact keywords.3MIT