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"Creating a Graph on Vector Knowledge Base Using CozoDB" matching MCP servers:

  • MemoryGraph

    memory-graph
    A
    license
    -
    quality
    A
    maintenance
    A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that traditional vector stores often miss.
    Last updated
    218
    MIT

  • DPS-Superskills-MCP

    Eilodon
    A
    license
    A
    quality
    B
    maintenance
    Exposes 31 high-assurance agentic coding skills as MCP tools and resources, enabling AI agents to invoke structured workflows across DISCIPLINE, TECHNIQUE, KNOWLEDGE LAYER, and REFERENCE registers.
    Last updated
    5
    Apache 2.0

  • CommonTrace MCP Server

    commontrace
    A
    license
    A
    quality
    B
    maintenance
    Connects AI coding agents to a shared knowledge base by allowing them to search, retrieve, and contribute coding traces. It acts as a protocol adapter for the CommonTrace API, facilitating collaborative knowledge sharing through natural language queries and tool-based interactions.
    Last updated
    6
    1
    Apache 2.0

  • Think Tool MCP Server

    PhillipRt
    A
    license
    A
    quality
    D
    maintenance
    Official implementation of Anthropic's 'think' tool that provides Claude with a dedicated space for structured reasoning, improving performance by up to 54% on complex tasks requiring multi-step problem solving.
    Last updated
    1
    38
    126
    MIT

  • simplifier-mcp

    simplifier-ag
    A
    license
    A
    quality
    B
    maintenance
    An MCP (Model Context Protocol) server that enables integration with the Simplifier Low Code Platform. This server provides tools and capabilities for creating and managing Simplifier Connectors and BusinessObjects through the platform's REST API.
    Last updated
    17
    152
    5
    MIT

  • M8 Codex MCP

    lipeng9401222
    A
    license
    A
    quality
    D
    maintenance
    An AI-powered toolkit for the M8 mobile development framework that enables automated generation of Vue pages, low-code components, and mock data. It provides real-time code standard validation and a comprehensive UI component knowledge base to streamline development in AI editors.
    Last updated
    4
    103
    MIT

  • Agent-hive

    kelvinyuefanli
    A
    license
    A
    quality
    C
    maintenance
    Shared knowledge graph for AI coding agents. Search, create, and link verified technical knowledge across 12 node types with trust scoring, demand signals, and auto-provisioning. Install: npx agent-hive-mcp
    Last updated
    10
    16
    MIT

  • cc-delegate

    EtienneLescot
    A
    license
    A
    quality
    A
    maintenance
    Delegates heavy development tasks from a supervisor to an autonomous worker on a cheaper model via MCP, with isolated git worktrees and provider-agnostic support.
    Last updated
    3
    MIT

  • Serena MCP Server

    lin2000wl
    A
    license
    B
    quality
    C
    maintenance
    A coding agent toolkit that transforms LLMs into coding assistants capable of working directly on your codebase with semantic code retrieval and editing tools, providing IDE-like capabilities without requiring API subscriptions.
    Last updated
    33
    1
    MIT

  • Codehelper

    VeyrForge
    F
    license
    B
    quality
    A
    maintenance
    Local-first code intelligence for AI coding assistants: MCP tools, symbol graph search, impact analysis, and auto-index watch for Cursor, Claude Code, and Codex.
    Last updated
    62
    2

  • Flux

    asrvd
    A
    license
    D
    quality
    D
    maintenance
    An AI-powered MCP server that enables natural language interaction with AO (Arweave Operating system) for creating, running, and testing code and handlers without manual coding.
    Last updated
    14
    1,400,106
    3
    BSD 3-Clause
  • oxcode by oxgraph

    oxcodeofficial

    oxgraph
    A
    license
    -
    quality
    A
    maintenance
    Enables coding agents to navigate and query source code by providing context, symbols, and call graph information through a graph index.
    Last updated
    3
    MIT

  • Agent Collab MCP

    Nathan-Z01
    A
    license
    -
    quality
    B
    maintenance
    Enables multiple AI coding agents to collaborate on a project by coordinating tasks, file leases, and messages through a shared hub, preventing conflicts and enabling parallel development.
    Last updated
    MIT

  • AI Code Toolkit

    AgiFlow
    A
    license
    -
    quality
    C
    maintenance
    Enables AI coding agents to generate standardized code using scaffolding templates, enforce architectural patterns, and validate outputs programmatically. Supports creating projects from boilerplates and adding features to existing codebases while maintaining team conventions.
    Last updated
    160
    AGPL 3.0