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licenseNot graded
qualityA
maintenanceTurns GitHub repository history into a cited maintainer skill for coding agents, providing tools to collect evidence, query the knowledge graph, and inspect bundles.
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MIT
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"How to Retrieve Data from Weaviate" matching MCP servers:
- AlicenseAqualityAmaintenanceProvides a single-writer MCP server for a governance-grade knowledge base of markdown documents with version control and query capabilities.918Apache 2.0
- AlicenseAqualityCmaintenanceTurn Obsidian notes into agent-ready context, preview-only plans, and safe repo handoffs.13143MIT
- AlicenseNot gradedqualityAmaintenanceLook up countries, timezones, periodic table elements, physical constants, units, HTTP status codes, and MIME types via MCP. STDIO or Streamable HTTP.2051Apache 2.0
- FlicenseBqualityDmaintenanceProvides personalized Data Engineering learning updates by fetching recent news about DE concepts, patterns, and technologies, while tracking user knowledge to present only new information relevant to their learning journey.3
- AlicenseNot gradedqualityDmaintenanceA persistent memory layer for AI tools that decouples personal data from AI's unstable memory, enabling you to mention information once and have it remembered forever across all conversations.3MIT
- AlicenseNot gradedqualityDmaintenanceMCP server that connects AI agents to Google NotebookLM, enabling natural language interaction with notebooks, including Q&A, source ingestion, and audio overview generation.2,330MIT
- AlicenseNot gradedqualityDmaintenanceIndexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic search. Provides both CLI and MCP server interfaces so Claude Desktop can search and read your local documents.MIT
- AlicenseNot gradedqualityBmaintenanceEnables local-first knowledge management for Codex, providing tools for guided discussions, contextual recall, review, and daily topics.MIT
- FlicenseNot gradedqualityCmaintenanceBuilds a searchable memory bank from persona-specific PDF content and exposes it as an MCP tool for querying.
- FlicenseNot gradedqualityDmaintenanceProvides comprehensive CRUD access to Anki flashcard data via MCP, enabling Claude to analyze decks, manage cards, create and update flashcards, organize tags, and perform advanced spaced repetition analysis through 18 data management tools.
- FlicenseNot gradedqualityDmaintenanceMCP server for enabling data extraction and context retrieval for agents, storing information in a knowledge graph using Amazon Neptune or FalkorDB.
Tribalofficial
FlicenseAqualityAmaintenanceSemantic memory for AI builders: capture the tacit engineering know-how that never reaches your docs, recall it the moment it applies. Built in Rust on Postgres and pgvector.109- AlicenseAqualityCmaintenanceProvides read-only access to the buildingSMART Data Dictionary (bSDD), enabling AI assistants to search and retrieve construction classifications, classes, properties, and relations through natural language.123MIT
- AlicenseAqualityCmaintenanceEnables agents to check and retrieve concept-structured YouTube video summaries from the oratilo library via lookup and full-text search tools, avoiding redundant summarization work.2MIT
Copus MCP Serverofficial
AlicenseAqualityDmaintenanceAn MCP server that allows AI assistants to search and retrieve human-curated content recommendations from Copus.250MIT- AlicenseAqualityCmaintenanceA read-only MCP server providing tools to search and retrieve insurance product information, coverage details, and compare policies from a pre-built knowledge graph of Belgian insurance products, with verbatim citations from source PDFs.10MIT
- AlicenseAqualityBmaintenanceEnables MCP clients like Claude Desktop to browse, search, and retrieve archived topics from a private knowledge planet via a secure API.4MIT
- AlicenseAqualityDmaintenance45-tool MCP server for video analysis, deep research, content extraction, web search, and Weaviate knowledge storage. Powered by Gemini 3.1 Pro.345322MIT
Chroma MCP Serverofficial
AlicenseAqualityDmaintenanceA server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.13585Apache 2.0