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qualityC
maintenanceEnables AI coding assistants to query private academic paper collections via standard MCP tools, with hybrid retrieval, reranking, and inline citations.
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"Slack Bot with RAG Document Retrieval and Automated Response System" matching MCP servers:
- FlicenseAqualityBmaintenanceAI-powered research assistant MCP server for searching academic papers and answering research questions with DOI citations.3
- Alicense-qualityDmaintenanceLocal document intelligence for AI agents — extract text, detect tables, read metadata, analyze structure, search keywords, and detect language from PDF and DOCX files. No cloud API required, no API key needed.MIT
- Alicense-qualityDmaintenanceUniversal MCP server for extracting text from various document formats including PDF, Excel, Word, CSV, and more, with support for streaming, limits, and markdown conversion.3MIT
- AlicenseCqualityBmaintenanceMCP server that integrates a 1200-paper RAG database with six tools to support research workflows across stages like hypothesis, experiment, statistics, and writing. It routes requests to specialized skills and real-time frontier searches to provide evidence-grounded research mentoring.6Apache 2.0
- Alicense-qualityAmaintenanceDocument Comparison AI - MCP server providing AI-powered tools and automation by MEOK AI Labs9MIT
- Flicense-qualityBmaintenanceExposes hybrid document retrieval and evaluation tools from retrieval-lab via MCP, including search_documents, corpus_info, run_evaluation, and search_my_repos, with wire-level conformance tests.1
- Flicense-qualityBmaintenanceA local MCP server for evidence-safe academic citation workflows, including verified-reference retrieval, Zotero duplicate detection and import, and Word export via Pandoc with zotero.lua.
- Flicense-qualityCmaintenanceA production-quality multi-agent research system with an arXiv MCP server and LangGraph-based research agents, providing search, details, and cached summaries via SQLite.
- Flicense-qualityCmaintenanceEnables users to collect, search, and retrieve product feedback and full conversation threads directly from Slack channels. It supports filtering messages by specific stakeholders and time ranges to facilitate efficient feedback analysis.
- AlicenseAqualityDmaintenanceParses various document formats (PDF, Word, Excel, PowerPoint) into Markdown content using NiuTrans API, enabling extraction and reading of document text through natural language interactions.19MIT
- FlicenseBqualityDmaintenanceAn MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.32
- Alicense-qualityAmaintenanceA local-first paper RAG server that enables searching and managing academic PDFs via MCP tools, supporting metadata enrichment and citation graphs.1MIT
- AlicenseAqualityAmaintenanceEnables passage-level semantic search over a Zotero library by extracting, chunking, and embedding PDF text using Gemini and ChromaDB. It provides MCP tools to perform topical searches and retrieve specific document passages with surrounding context.49MIT
- FlicenseBqualityDmaintenanceEnables reading and analyzing Word documents with advanced features including table extraction, OCR image analysis, full-text search, and intelligent caching for optimized performance on large documents.7
- FlicenseBqualityCmaintenanceAn automated system that processes raw text through a three-stage pipeline to assess data quality, enhance information, and generate structured knowledge graphs. It provides tools for triple extraction with confidence scoring and creates interactive HTML visualizations of the resulting graph.15
- Flicense-qualityCmaintenanceMCP server for querying a cross-referenced directory of evidence-based therapies and interventions, enabling search by query, tier, problem, population, modality, and registry.
- Alicense-qualityCmaintenanceMCP server for alive-analysis. Query, search, and retrieve structured analysis history written with the ALIVE loop (Ask→Look→Investigate→Voice→Evolve), plus dashboard JSON export.41MIT
- Alicense-qualityCmaintenanceEnables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through MCP protocol.MIT
- Alicense-qualityBmaintenanceBilingual RAG for scientific literature with search-only MCP server. Enables hybrid retrieval and reranking over indexed textbooks/papers.MIT
