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licenseA
qualityD
maintenanceA research assistant server that enables saving, organizing, and retrieving research content with semantic search using ChromaDB and OpenAI embeddings.
5
MIT
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"A search assistant for performing deep web research" matching MCP servers:
- FlicenseAqualityBmaintenanceA version-aware cache for web research that stores and serves documentation references, preventing models from re-researching the same topics across sessions.7
- FlicenseNot gradedqualityDmaintenanceEnables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.
- AlicenseAqualityDmaintenance45-tool MCP server for video analysis, deep research, content extraction, web search, and Weaviate knowledge storage. Powered by Gemini 3.1 Pro.345322MIT
- AlicenseBqualityAmaintenanceAI-operable research workspace integrating Zotero, Obsidian, and NotebookLM. Search papers (arXiv/Semantic Scholar/PubMed/CrossRef), ingest into Zotero, sync per-paper notes to Obsidian, verify NotebookLM briefs. All three external tools optional.7646MIT
- AlicenseNot gradedqualityDmaintenanceA-MEM is a self-evolving memory system for coding agents that automatically organizes knowledge into a Zettelkasten-style graph with dynamic relationships, enabling semantic and structural search.34MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI-moderated interviews that become cited, searchable transcripts, with a repository Q&A tool that returns exact transcript quotes.MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.1MIT
- FlicenseNot gradedqualityCmaintenanceEnables Claude to act as a personal assistant in Telegram by providing tools to read new messages, send replies, and manage tasks/reminders/notes in a Supabase-backed memory.
- FlicenseNot gradedqualityCmaintenanceMCP server that connects Claude to a Telegram personal assistant, enabling message processing, task management, and responses via scheduled workflows.
- FlicenseNot gradedqualityCmaintenanceA custom MCP server providing semantic note memory (Qdrant + FastEmbed) and optional web search (Tavily) tools for a LangGraph ReAct agent.
- AlicenseAqualityAmaintenanceEmpowers coding agents for machine learning research by providing access to Lacuna's research map, including novel research proposals, research directions, papers, authors, venues, institutions, and hypotheses. It enables searching and retrieving context-aware research information through MCP tools.123MIT
- AlicenseBqualityNot gradedmaintenanceEnables AI-powered knowledge management and creative support by connecting Scrapbox data to Claude. Supports advanced search, relationship analysis between pages, theme extraction, and literary analysis of personal knowledge bases.32
- AlicenseBqualityAmaintenanceAn append-only research operations framework and read-only MCP that tracks research plans, approvals, observations, claims, failures, revisions, and contributions with source-grounded evidence, providing search, evidence fetch, and audit capabilities without direct ledger writes.28MIT
- AlicenseNot gradedqualityCmaintenanceEnables querying, listing, and summarizing personal knowledge base documents using RAG with hybrid search and LLM.MIT
- AlicenseNot gradedqualityAmaintenanceMCP server for Gramps Web. Gives AI agents structured, tool-based access to family trees through the Model Context Protocol. Built with .NET 8.9AGPL 3.0
- 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 gradedqualityCmaintenanceA local MCP server for RGPD-compliant document Q&A, enabling Claude Code to ingest, query, search, delete, and audit personal documents entirely on-device.MIT
- AlicenseNot gradedqualityCmaintenanceHybrid RAG pipeline that indexes documents and exposes them via an MCP server, enabling natural language queries to retrieve relevant context chunks for LLMs.MIT
- AlicenseNot gradedqualityDmaintenanceEnables semantic search across conversation archives via MCP, allowing AI clients to retrieve relevant past conversations using vector embeddings and text fallback.04ISC