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  • instinct

    WRG-11
    A
    license
    A
    quality
    A
    maintenance
    Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes — auto-promotes high-confidence patterns into behavioral rules. 22 tools, 2 prompts, SQLite-backed, zero config.
    23
    2
    MIT

  • Ratatosk

    garlicKim21
    A
    license
    A
    quality
    A
    maintenance
    CNCF release intelligence: typed, quoted facts (security fixes, breaking changes, deprecations) from every graduated/incubating project's release notes, updated daily. check_stack compares running versions locally — versions never leave your process.
    2
    7
    2
    Apache 2.0

  • Insurance Wiki MCP Server

    sluyasu
    A
    license
    A
    quality
    C
    maintenance
    A 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.
    10
    MIT

  • COA Goldfish MCP

    anortham
    A
    license
    A
    quality
    F
    maintenance
    A lightweight short-term memory MCP server that automatically stores and recalls working context, session state, and task progress for AI agents. Memories auto-expire after 24 hours and integrate seamlessly with workspace-aware storage across multiple projects.
    10
    MIT

  • Chisel Knowledge MCP

    teknologika
    A
    license
    B
    quality
    C
    maintenance
    Enables building and managing knowledge workspaces with tools for ingesting content from text, clipboard, or URLs and searching organized knowledge bases. Supports multiple configurable workspaces with separate inbox and knowledge directories for structured information management.
    11
    11
    MIT

  • Knowledge Base MCP Server

    halans
    F
    license
    B
    quality
    D
    maintenance
    A local MCP server that allows AI systems to search and retrieve information from a custom knowledge base generated from markdown files. It provides tools for natural language text search, category browsing, and specific content chunk retrieval.
    3

  • Confluence Communication

    KS-GEN-AI
    A
    license
    B
    quality
    D
    maintenance
    Enables querying and retrieving content from Confluence through CQL searches and page content fetching, allowing Claude to seamlessly access information stored in Confluence workspaces.
    3
    14
    MIT

  • RAGFlow MCP Server

    AITech-Team
    F
    license
    B
    quality
    D
    maintenance
    Enables interaction with the RAGFlow API to manage knowledge base datasets and conduct AI-driven chat sessions. Users can list datasets, create chat assistants, and retrieve or query information from specialized knowledge bases.
    4

  • Dify Knowledge MCP Server

    liiklin
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.
    2
    23
    5
    MIT

  • onyx-mcp-server

    lupuletic
    A
    license
    C
    quality
    D
    maintenance
    Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced semantic search and chat capabilities. Retrieve relevant context from your documents seamlessly, enabling powerful interactions and comprehensive answers. Streamline knowledge management and improve access to information acr
    2
    31
    28
    MIT

  • planka-mcp

    omnicoreos
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables Claude Code to control a Planka 2.x board via 15 MCP tools, with writes re-read and verified so reported success matches the board, plus an optional workflow that turns the board into durable agent memory.
    MIT
  • ontoloom by ExtensityAI

    ontoloomofficial

    ExtensityAI
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for building and exploring OWL 2 ontologies using AI agents, with tools for axiom management, structural pattern matching, and persistent selections.
    21
    BSD 3-Clause

  • brainMD

    mi4uu
    A
    license
    Not graded
    quality
    A
    maintenance
    Local-first markdown vault with a built-in MCP server (streamable HTTP). 16 tools and 2 resources for Claude Code / Desktop / Cursor: read/write/search plus context_for_query, find_orphans, weekly_digest, compare_notes, semantic_outline. Per-folder agent permissions, LanceDB vectors, local Xenova ONNX embedder swappable to Ollama. Single Bun binary. AGPL.
    31
    AGPL 3.0

  • DataDam Personal Data MCP

    KennethLeeJE8
    A
    license
    Not graded
    quality
    D
    maintenance
    A 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.
    3
    MIT

  • MCP Memory

    aiwithbenefits
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that gives AI assistants the ability to remember user information (preferences, behaviors) across conversations using vector search technology.
    11
    MIT