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  • A
    license
    Not graded
    quality
    D
    maintenance
    Injects structured professional domain expertise into AI agents, providing access to decision frameworks, workflows, terminology, and regulatory context across 24 professional domains.
    23 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A local MCP server that accumulates the business-domain knowledge of a software project — flows, integrations, decisions, nuances — and makes it available to any MCP-compatible agent (Claude Code, Cursor, Copilot, Gemini, OpenCode). The goal is to capture the why behind the code: the stuff a new developer would need six months from now to understand why a thing is built the way it is. The what is
    4
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    A Compact Knowledge Graph MCP server providing pre-structured domain knowledge as a routing layer for agent stacks, enabling efficient structural queries (e.g., prerequisites, dependency chains) without hallucinations.
    4
    88 PyPI
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Persistent semantic memory for your SQL databases. The name is ironic — it remembers everything.
    12
    80 PyPI
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Universal MCP knowledge server for LLM agents, powered by local RAG, providing domain-specific best practices and playbooks across software engineering, marketing, video editing, and other knowledge areas.
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides persistent identity and memory for AI agents across MCP-compatible harnesses, enabling agents to retain their name, values, and episodic memories between sessions regardless of the client or model.
    32
    2 npm
    1
    AGPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.
    19
    43
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that ingests semiconductor PDFs into a Neo4j knowledge graph, enabling AI agents to query domain knowledge, verify claims against source text, and record design reasoning.
    35
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Config-driven MCP server for cross-domain full-text search across agent session logs, meeting transcripts, and notification files.
    7
    1
    MIT