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maintenancePersistent memory and pattern learning for AI coding assistants via MCP.
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"Resources or tools for conducting in-depth research" matching MCP servers:
- 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
- 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 gradedqualityBmaintenanceEnables AI-moderated interviews that become cited, searchable transcripts, with a repository Q&A tool that returns exact transcript quotes.MIT
- AlicenseAqualityDmaintenance45-tool MCP server for video analysis, deep research, content extraction, web search, and Weaviate knowledge storage. Powered by Gemini 3.1 Pro.345322MIT
- AlicenseAqualityDmaintenanceA research assistant server that enables saving, organizing, and retrieving research content with semantic search using ChromaDB and OpenAI embeddings.5MIT
- FlicenseAqualityBmaintenanceA version-aware cache for web research that stores and serves documentation references, preventing models from re-researching the same topics across sessions.7
- 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
Roam MCPofficial
FlicenseNot gradedqualityBmaintenanceMCP server for Roam Research that enables AI assistants like Claude and Cursor to read, write, search, and query your Roam graph with full write access.54- AlicenseNot gradedqualityBmaintenanceEnables searching, reading, and appending change notes in an Obsidian vault through local MCP tools.1BSD Zero Clause
- AlicenseNot gradedqualityAmaintenancePersists Claude Code sessions to Notion as team memory, enabling queryable recall of decisions, work state, and project architecture.MIT
- AlicenseNot gradedqualityBmaintenanceAn MCP server that provides controlled read/write tools for managing local-first research memory in an Obsidian vault, enabling AI agents to maintain project context across sessions.51MIT
- 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.
- FlicenseNot gradedqualityDmaintenanceEnables natural language interaction with Obsidian vaults through an MCP server, providing hybrid search, file management, and AI-powered analysis.2
- FlicenseAqualityBmaintenanceProvides MSP support tools (ticket search, draft response, KB search, update) with a deterministic security guardrail that refuses to draft responses for security tickets based on content scanning, even if mislabeled.5
- AlicenseAqualityDmaintenanceA multi-agent research system using a shared blackboard (belief store) for agents to collaborate, exposed as MCP tools for use with Claude Desktop or other MCP hosts.8MIT
- AlicenseBqualityDmaintenanceProvides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.201120MIT
- AlicenseBqualityDmaintenanceA MongoDB Atlas-based Notion-style knowledge base management MCP server that supports user workspaces, project management, page CRUD with tree structure, and text search.3031MIT
- AlicenseNot gradedqualityNot gradedmaintenanceEnables semantic search across Apple Mail, Messages, Calendar, and Contacts on macOS using natural language queries. All processing happens locally with privacy-first vector indexing for fast similarity search.
- AlicenseNot gradedqualityAmaintenanceA collection of MCP servers for Apple macOS apps (Mail, Contacts, Notes, Memory, Messages, Calendar, Reminders) enabling AI assistants to read, search, create, and update data via JXA, SQLite, and EventKit.12MIT