{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_feelautom-tia-connect","slug":"feelautom-tia-connect","name":"tia-connect","type":"mcp","url":"https://smithery.ai/servers/feelautom/tia-connect","page_url":"https://unfragile.ai/feelautom-tia-connect","categories":["mcp-servers"],"tags":["mcp","model-context-protocol","smithery:feelautom/tia-connect"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_feelautom-tia-connect__cap_0","uri":"capability://code.generation.editing.ai.assisted.plc.programming","name":"ai-assisted plc programming","description":"This capability leverages AI models to assist in programming PLCs and HMIs using Structured Control Language (SCL) and Ladder Logic (LAD). It integrates directly with Siemens TIA Portal versions 17 to 21, utilizing a model-context-protocol (MCP) architecture that allows for real-time code suggestions and optimizations based on user input and existing code context. This unique integration with TIA Portal enables seamless interaction between AI suggestions and the programming environment, enhancing productivity for industrial automation tasks.","intents":["How can I speed up my PLC programming process?","Can I get AI suggestions while coding in TIA Portal?","What are the best practices for using AI in HMI programming?"],"best_for":["industrial automation engineers using Siemens TIA Portal"],"limitations":["Limited to Siemens TIA Portal versions 17-21; no support for earlier versions or other platforms","AI suggestions may not cover all edge cases in complex logic"],"requires":["Siemens TIA Portal V17-V21 installed"],"input_types":["code","text"],"output_types":["code","structured data"],"categories":["code-generation-editing","industrial-automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_feelautom-tia-connect__cap_1","uri":"capability://code.generation.editing.context.aware.code.suggestions","name":"context-aware code suggestions","description":"This capability provides context-aware code suggestions by analyzing the existing codebase within the TIA Portal environment. It employs a model-context-protocol (MCP) that captures the state of the project and uses this information to generate relevant code snippets and recommendations. This approach ensures that the suggestions are not only syntactically correct but also semantically relevant to the specific automation task at hand.","intents":["How can I get relevant code snippets while programming?","Can the AI suggest improvements based on my current code?","What code patterns should I follow for better performance?"],"best_for":["automation developers looking for efficient coding practices"],"limitations":["Suggestions may not always align with proprietary coding standards","Performance may vary based on the complexity of the existing code"],"requires":["Siemens TIA Portal V17-V21 installed"],"input_types":["code"],"output_types":["code"],"categories":["code-generation-editing","automation-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_feelautom-tia-connect__cap_2","uri":"capability://code.generation.editing.real.time.error.detection","name":"real-time error detection","description":"This capability enables real-time error detection during the PLC programming process by continuously analyzing the code as it is written. It uses a combination of static analysis and AI-driven insights to identify potential issues and suggest corrections before the code is compiled. This proactive approach helps in reducing debugging time and enhances code quality.","intents":["How can I identify errors in my PLC code before compiling?","Can the AI help me fix syntax errors in real-time?","What common mistakes should I avoid while programming in SCL?"],"best_for":["engineers focused on maintaining high code quality in automation projects"],"limitations":["Error detection is limited to known patterns; complex logical errors may not be caught","Requires a stable internet connection for AI model updates"],"requires":["Siemens TIA Portal V17-V21 installed"],"input_types":["code"],"output_types":["code","error reports"],"categories":["code-generation-editing","quality-assurance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_feelautom-tia-connect__cap_3","uri":"capability://text.generation.language.automated.documentation.generation","name":"automated documentation generation","description":"This capability automatically generates documentation for PLC and HMI projects based on the code and comments provided by the user. It utilizes natural language processing to interpret the code structure and generates clear, concise documentation that aligns with industry standards. This feature helps in maintaining comprehensive project records without the manual overhead typically associated with documentation.","intents":["How can I automate the documentation process for my PLC projects?","Can the AI generate user-friendly documentation from my code?","What tools can help me keep my project documentation up to date?"],"best_for":["project managers and engineers needing to maintain clear documentation"],"limitations":["Documentation quality depends on the clarity of comments in the code","May not support all documentation formats required by specific industries"],"requires":["Siemens TIA Portal V17-V21 installed"],"input_types":["code","comments"],"output_types":["text","structured documentation"],"categories":["text-generation-language","documentation-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_feelautom-tia-connect__cap_4","uri":"capability://code.generation.editing.multi.language.programming.support","name":"multi-language programming support","description":"This capability supports programming in multiple languages, including SCL and LAD, allowing users to switch between languages as needed within the TIA Portal environment. It uses a language detection algorithm to identify the current programming language context and adjusts the AI suggestions accordingly, facilitating a smoother workflow for developers who work with different programming paradigms.","intents":["How can I switch between SCL and LAD while coding?","Can the AI help me with different programming languages in TIA Portal?","What are the advantages of using multiple programming languages in automation?"],"best_for":["developers working in diverse programming environments"],"limitations":["Language support is limited to SCL and LAD; other languages are not supported","Switching languages may introduce context-switching overhead"],"requires":["Siemens TIA Portal V17-V21 installed"],"input_types":["code"],"output_types":["code"],"categories":["code-generation-editing","multi-language-support"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":28,"verified":false,"data_access_risk":"moderate","permissions":["Siemens TIA Portal V17-V21 installed"],"failure_modes":["Limited to Siemens TIA Portal versions 17-21; no support for earlier versions or other platforms","AI suggestions may not cover all edge cases in complex logic","Suggestions may not always align with proprietary coding standards","Performance may vary based on the complexity of the existing code","Error detection is limited to known patterns; complex logical errors may not be caught","Requires a stable internet connection for AI model updates","Documentation quality depends on the clarity of comments in the code","May not support all documentation formats required by specific industries","Language support is limited to SCL and LAD; other languages are not supported","Switching languages may introduce context-switching overhead","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.35,"ecosystem":0.38999999999999996,"match_graph":0.25,"freshness":0.5,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:26.346Z","last_scraped_at":"2026-05-03T15:19:44.684Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=feelautom-tia-connect","compare_url":"https://unfragile.ai/compare?artifact=feelautom-tia-connect"}},"signature":"7Om2qN7DZaNE5CW58xmGRNrnt2hRP53esIpFslGQ81MS/DincveEADYylbH/oNNUWMLp+PpEEJz/nTzoqyzqAg==","signedAt":"2026-06-21T03:11:59.539Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/feelautom-tia-connect","artifact":"https://unfragile.ai/feelautom-tia-connect","verify":"https://unfragile.ai/api/v1/verify?slug=feelautom-tia-connect","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}