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  • A
    license
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    maintenance
    An execution state machine MCP server that manages YAML-defined plans, enabling step-by-step execution with state tracking and token optimization.
    7 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes a local simulated two-arm robot to TUI agents through stateful, serialized MCP tools that start trials, return camera images and joint state, jog the arm or move joints within bounded limits, and finish runs with scored metrics and native Inspect log paths. Agents can therefore drive and record robotic manipulation rollouts in Chrome-visible MuJoCo physics without any robot hardware or policy weights.
    1
    AGPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that autonomously optimizes ONNX ML models for Arm64 deployment, providing tools to analyze models, apply real INT8 quantization, benchmark performance, and generate Arm64-optimized Docker deployment packages.
    Apache 2.0
  • F
    license
    C
    quality
    D
    maintenance
    An orchestration platform for deploying parallel swarms of tool-enabled AI agents to perform complex tasks like code generation, system monitoring, and multi-perspective analysis. It features a unique chunked write pattern that enables the creation of large-scale documents and code files by assembling parallel agent outputs.
    25
    7
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Codex or any MCP client to inspect and operate explicitly allowed browser tabs in paired Chromium profiles through a secure local-only bridge. Supports DOM snapshots with stable references, navigation, clicking, typing, scrolling, screenshots, and multiple sessions/profiles.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables web search for the pi coding agent using z.ai GLM native search with a DuckDuckGo fallback.
    25,611 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Presents multiple stdio backend tool servers to an MCP client as one aggregated server, sharing those backend processes across concurrent agent sessions through a background broker while namespacing and routing each tool call to the right backend. Servers can be run shared, per-session, or lazily, with automatic restart and request ID remapping so many sessions coexist without collisions.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Self-hosted MCP governance gateway that aggregates 150+ tools behind policy profiles (strict/balanced/dev) with a per-call audit trail. Python 3.12/FastAPI, Docker-deployable, built for regulated environments that need observability over agent tool calls.
    1
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Bridges Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) applications, allowing MCP clients such as Claude Desktop to discover and invoke ACP agents as tools and resources.
    36
    Apache 2.0
  • F
    license
    Not graded
    quality
    C
    maintenance
    Provides Claude agents with CRM contact lookup, action logging, and prompt cost auditing tools. Includes a Streamlit UI to demo the same tools without an MCP client.
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