# Sport-Specific Fitness Testing MCP for AI Agents AI Agent Connect > Sport-Specific Fitness Testing MCP provides standardized physical testing protocols, athletic benchmarks, and composite fitness scores for various sports. It turns raw athletic data into structured performance metrics for sports like soccer, basketball, and CrossFit. ## Overview - **Category:** fitness - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_Jkc0oXz77hKJzn8itYfT5CYMoVF8RExYRslaeNem/ai-agent-connect - **Tags:** fitness, sports-science, athletic-performance, training-protocols, benchmarking ## Description This Connector handles the heavy lifting of quantifying athletic performance for specific sports. Instead of guessing how a soccer player compares to an elite standard, you can pull exact protocols and benchmarks to see where they actually stand. It handles the math behind fitness scores, taking individual metrics like speed or agility and turning them into a unified proficiency rating. You can use it to build out training regimens or evaluate athletes across different positions and skill levels. It's a core part of the Vinkius catalog, making it easy to plug into your existing agent workflow to get consistent, data-driven sports science results without manual calculations. When you connect this to your agent, you stop wasting time searching for drill variations or trying to remember the specific equipment needed for a swimming endurance test. You can simply ask for a soccer speed test, and your agent will provide the necessary drills and equipment lists. It takes the guesswork out of sports science by providing a standardized way to measure speed, agility, strength, power, and endurance. Whether you're managing a high school team or a professional club, you get a reliable way to turn raw test results into actionable insights. It gives you a single way to see if an athlete is ready for competition, ensuring that every training session is based on real data rather than a hunch. The system supports a wide range of sports, including Soccer, Basketball, Tennis, Swimming, Athletics, and CrossFit. This means you can maintain a consistent testing standard across multiple programs. You can move from evaluating a basketball guard's agility to a swimmer's endurance test without switching tools or changing your methodology. It's about getting professional-grade sports science into your daily workflow, making it easier to identify strengths and weaknesses in any athlete's physical profile. ## Tools ### get_performance_benchmarks Retrieve reference benchmarks for an athlete. This lets you see how a player compares to elite standards for their specific sport. ### calculate_fitness_score Calculate a unified fitness score based on test results. It turns raw metrics like speed and agility into a single proficiency rating. ### get_sport_protocol Retrieve testing instructions and equipment for a sport component. Use this to get specific drills for soccer, basketball, or other sports. ## Prompt Examples **Prompt:** ``` What equipment do I need for a soccer speed test? ``` **Response:** ``` For a standardized soccer speed test, you will need the following equipment: * **Cones** (for marking the course) * **Stopwatch** (for timing) * **Flat running surface** Would you like me to pull the specific drill instructions for this test as well? ``` **Prompt:** ``` What is the target time for an elite basketball guard in agility? ``` **Response:** ``` For an **elite basketball guard**, the target benchmark for agility is **12.5 seconds**. This benchmark is used to evaluate high-level performance in specific positions. Would you like to see the benchmarks for other positions? ``` **Prompt:** ``` Calculate the fitness score for a professional soccer forward with these results: {"speed": 10, "agility": 8, "strength": 7}. ``` **Response:** ``` Based on the results provided, here is the fitness profile for the professional soccer forward: | Metric | Score | | :--- | :--- | | **Speed** | 10/10 | | **Agility** | 8/10 | | **Strength** | 7/10 | | **Unified Fitness Score** | **8.5** | **Summary:** This score indicates a high level of physical readiness with particularly strong performance in speed and agility. ``` ## Capabilities ### Get specific drill instructions Retrieve exact equipment lists and drill details for any sport component. ### Pull elite athletic benchmarks Compare athlete performance against established norms for different sports and positions. ### Calculate unified fitness scores Turn raw test results into a single proficiency rating. ### Access sport-specific protocols Get standardized testing batteries for soccer, basketball, tennis, swimming, athletics, and CrossFit. ### Compare athlete performance See how an athlete stacks up against elite standards for their specific sport. ## Use Cases ### Recruit Evaluation A soccer coach wants to see if a new recruit meets the speed requirements for a winger position. The agent pulls the soccer speed test protocol and compares the results to elite benchmarks. ### Training Program Design A basketball trainer needs to build a 4-week agility program. The agent retrieves specific drill details and equipment lists for basketball components. ### Member Progress Tracking A CrossFit gym owner wants to create a fitness score for their members. The agent takes raw scores for speed and strength to calculate a unified proficiency rating. ### Endurance Testing A swimming coach needs to know what equipment is needed for a specific endurance test. The agent provides the full protocol including necessary gear. ## Benefits - Get exact drill instructions for any sport component to ensure training is accurate and safe. - Pull elite benchmarks to see how athletes stack up against the best in their specific positions. - Turn raw data into a single number to track progress over time easily with unified scoring. - Access sport-specific protocols for 6 major sports including soccer, basketball, and CrossFit. - Remove the guesswork from athletic evaluation by using standardized sports science metrics. ## How It Works The bottom line is your agent handles the data so you can focus on the coaching. 1. Tell your agent which sport or specific component you want to test. 2. Input the raw results from the athlete's physical test. 3. Get a formatted fitness score and a benchmark comparison for that specific sport. ## Frequently Asked Questions **Does Sport-Specific Fitness Testing MCP support soccer?** Yes, it includes specific protocols for soccer, including speed and agility drills tailored to the sport. **Can I use Sport-Specific Fitness Testing MCP to compare my athletes to pro levels?** Yes, it pulls benchmarks for various athletic levels, including elite standards for specific sports and positions. **How does Sport-Specific Fitness Testing MCP calculate scores?** It takes multiple metrics like speed, agility, and strength and combines them into a single proficiency score for easy tracking. **Can I get equipment lists from Sport-Specific Fitness Testing MCP?** Yes, the protocol tools provide specific equipment needs for different sport components so you know exactly what to bring to a test. **Does Sport-Specific Fitness Testing MCP work for CrossFit?** Yes, it supports CrossFit along with several other major sports like basketball, swimming, and tennis. **Is Sport-Specific Fitness Testing MCP good for high school sports?** Yes, it works for any level. You can use it to standardize testing for high school teams or professional clubs by pulling the same reliable data. **Which sports are supported by this server?** The server currently supports Soccer, Basketball, Tennis, Swimming, Athletics, and CrossFit. **How can I get a specific training drill?** You can use the `get_sport_protocol` tool by providing the sport name and the physical component you want to measure, such as 'speed' or 'agility'. **Can I calculate an overall fitness score for an athlete?** Yes, by using the `calculate_fitness_score` tool. You provide the sport, position, level, and a JSON object containing the raw results from various physical tests.