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    license
    Not graded
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    maintenance
    Enables AI agents to manage n8n workflow automation instances through tools for workflow CRUD operations, execution monitoring, and webhook triggering. It facilitates programmatic interaction with n8n instances via the n8n API with AI-optimized descriptions and error handling.
    62
    MIT
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    Not graded
    quality
    B
    maintenance
    A durable MCP server manager for DeepSeek Harness that provides a settings page and model tools to add, list, enable/disable, restart, import/export MCP servers while surviving DSH restarts and upgrades.
    591 npm
    23
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    A server that serves reusable markdown skills (instructions, playbooks, references) to agents, with a web UI for editing and organizing skills, profiles, and both HTTP and stdio transports.
    -
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    license
    A
    quality
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    maintenance
    Comprehensive documentation lifecycle management powered by an MCP server. Automates documentation creation, maintenance, quality assessment, and synchronization for software projects.
    8
    6
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables LLM agents to perform CRUD operations across multiple databases including PostgreSQL, MySQL, and SQL Server using SQLAlchemy. It features configurable permission management and secure connection handling with automatic password redaction.
    4
    -
  • A
    license
    A
    quality
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    maintenance
    MCP server that exposes tools to route natural language queries to typed IDs, describe catalog entries, and list repository verification commands for the m-dev-tools organization.
    3
    24 PyPI
    1
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables Claude to manage multiple SSH connections, execute remote commands, and transfer files across servers. Supports secure authentication, default directories, sudo operations, and deployment automation with profiles for different project types.
    37
    2,979 npm
    525
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables efficient code navigation and retrieval through natural language search, BM25 ranking, and fuzzy matching across multiple programming languages. It drastically reduces token usage by allowing Claude to query specific code symbols and logic instead of reading entire files.
    13
    137 npm
    13
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables AI assistants to manage Python versions through pyenv, including listing installed and available versions, installing new ones, and setting global or local Python versions.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to pay per call for live package-safety and GitHub merge-readiness trust signals via the x402 protocol.
    3
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables local file management through natural language interactions using the Gemini API, with tools for listing, reading, writing, deleting, and updating files.
    5
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Inventory local Codex plugins and Skills, inspect recorded usage, and identify potential redundancy to support user-directed cleanup. Includes a local MCP service, dashboard, and companion Skills; requires Windows and a local Codex environment.
    13
    1
    Apache 2.0
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    license
    A
    quality
    B
    maintenance
    A local-first persistent memory server for AI coding agents, enabling project context to be shared across different MCP clients. It stores curated memories, task states, decisions, and handoffs as plain files under ~/.agent-memory.
    16
    18 npm
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    MCP Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
    15
    325 npm
    2,148
    TypeScript
    MIT
  • A
    license
    B
    quality
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    maintenance
    Exposes AWS Palace finite-element electromagnetic simulation as a set of JSON-in/JSON-out tools, so an agent can build geometry and meshes, generate and lint configs, estimate cost, guard and launch runs, and read back S-parameters, eigenmodes, Q and energy results. Results return as JSON text plus structured content over a dependency-free stdio JSON-RPC connection.
    13
    1
    Apache 2.0