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    Enables AI clients to use developer utilities like JSON formatting, JWT decoding, UUID generation, and more via MCP.
    12
    36 npm
    2
    MIT
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    Enables Claude to run structured software development pipelines by directing it through sequential phases, validating evidence before advancing, and persisting state in SQLite for resumption across sessions.
    7
    22 npm
    MIT
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    Godot 4 MCP server with: Test running (GUT/GdUnit4) with structured pass/fail results API docs search with 30+ Godot 3→4 migration mappings Script analysis detecting 10 common GDScript pitfalls Scene/resource file parsing with antipattern detection Viewport screenshot capture LSP diagnostics from Godot's language server TypeScript, cross-platform (macOS/Windows/Linux), published on npm
    8
    74 npm
    9
    MIT
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    Enables AI coding agents to run Foundry tests and builds and receive compact, structured failure reports with decoded reasons, fuzz counterexamples or invariant call sequences, logs, and short traces. It also distinguishes genuine test failures from cases where tests did not run, returning actionable errors instead of false zero-failure results.
    3
    422 npm
    MIT
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    Provides tools to retrieve deterministic prompts for rewriting any Node.js project to production-quality TypeScript, supporting incremental and single-pass workflows.
    5
    1
    MIT
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    The MCP server for AlphaForge — the agent-native quant CLI: write strategies in JSON, optimize with Optuna TPE, validate with walk-forward, export to TradingView Pine v6. This server lets your AI agent drive the whole pipeline over MCP.
    17
    1
    Apache 2.0
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    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    9
    212
    MIT
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    Enables AI agents to fully control the Forge Engine (Godot fork) by manipulating scene trees, modifying node properties, and managing game scripts. It allows agents to perform development tasks such as running projects, capturing screenshots, and executing GDScript through a WebSocket connection.
    21
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    Context Forge is a vendor-neutral continuity layer for AI tools. It stores project context in Markdown and JSON, retrieves task-scoped context, and leaves structured handoffs so another model can continue without being taught the project again.
    7
    Apache 2.0
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    Enables Claude, Codex, ChatGPT and other MCP clients to turn plain-language automation requests into real, lint-checked iOS Shortcuts (.shortcut) files that are signed automatically on a Mac and importable on iPhone. It also offers a browsable shortcut library, templates, inspection and publishing tools so those automations can be reviewed, versioned and shared.
    10
    25 PyPI
    1
    MIT
  • F
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    maintenance
    This server enables MCP clients to inspect and edit the currently open map in the Wulfram Forge desktop editor, including moving mirrored structures, shaping terrain, capturing views, validating placements, exporting copies, and undoing changes.
    10
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    A lightweight MCP server that acts as a secure proxy for AI assistants to run local Git operations and GitHub API macros simultaneously.
    1
    ISC
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    Enables Python developers to define MCP tools via decorators, auto-generate schemas and tests, and package compliant MCP servers with CLI scaffolding and JSON-RPC 2.0 stdio transport.
    2
    MIT
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    Not graded
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    A Model Context Protocol server for secure, sandboxed file operations and project scaffolding with built-in search and regex capabilities. It is optimized for Windows environments and features configurable access controls to restrict operations to specific directories.
    17
    8 npm
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  • F
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    Enables users to transform natural-language requirements into KiCad electronic projects, with tools to create workspaces, generate designs, validate them, and export manufacturing files when checks pass.
    2
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    Provides schematic/PCB analysis, authoring, and SPICE simulation through MCP, enabling direct KiCad file manipulation and verification without requiring KiCad for reading.
    18
    MIT
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    Enables coding agents to inspect and edit game project workspaces, plan and fulfill 2D/3D asset requirements, generate and export consistent art and models, and write assets into Godot, Unity, or Unreal projects with SHA-256 delivery receipts.
    30
    MIT