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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
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    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.
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    422 npm
    MIT
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    Enables AI agents to generate images on a local Stable Diffusion Forge Neo instance, automatically inferring prompt style and sampling parameters from the user's setup and past generations, and providing tools for LoRA search, model management, and module checks.
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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.
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    MIT
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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.
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    MIT
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    15 AI-powered UML diagram tools for coding agents. Generates class, sequence, state, ER, threat model, deployment and architecture diagrams in Mermaid syntax. Works in Claude Code, Cursor and Windsurf.
    15
    MIT
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    Official Codna MCP server with Mojo-powered risk simulation. Maps repos with zero LLM tokens. 5 stdio tools: triage, root-cause analysis and fix plans (optional PRs), SARIF reachability proof, on-device code memory and bug reporting. Introspection needs no credentials; execution requires a one-time free codna login. Source: cli/codna/mcp_server.py. Registry: io.github.thyn-ai/codna.
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    273 PyPI
    Apache 2.0
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    MCP server for design kits and brand workflows. Coding agents can browse and apply design systems, create brand projects, and research names, domains, and EUIPO marks.
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    77 npm
    MIT
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    Enables Claude, Cursor, and other MCP clients to search Spanish BOE/BORME gazettes, open and forthcoming EU funding calls, and TED public procurement notices through read-only tools that return live JSON with source links.
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    Portable agent tools with typed schemas (diff, cron, units, JSON→TS, outdoor helpers, prompts). Free to try—no account required.
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    MIT
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    Enables AI assistants to audit brand reputation, social-listening signals, and multi-model GEO visibility; measure share of model across ChatGPT, Gemini, and Perplexity; query tenant intelligence; forge AI-crawler shields; and remediate inaccurate AI claims.
    5
    MIT
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    It lets any MCP-capable AI agent operate a real Siemens TIA Portal project — configuring hardware and networks, creating blocks, writing SCL, compiling, simulating via PLCSIM Advanced, and reading results back for verification. It runs locally alongside TIA Portal through Openness, so agents work with live projects rather than code snippets.
    88 npm
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    MIT
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    Enables real-time robotic manipulation safety through shear-to-normal ratio tracking, micro-vibration onset detection, and dynamic grasp force adaptation over MCP.
    7
    MIT