# Concurso Score Calculator MCP for AI Agents AI Agent Connect > Concurso Score Calculator helps you automate the scoring, ranking, and qualification logic for competitive civil service exams. It calculates weighted scores, verifies minimum passing requirements, and handles tiebreakers based on your specific rules. It also predicts where candidates stand relative to available job vacancies. ## Overview - **Category:** productivity - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_cEvUTCFoKRPpsQiSP3WjjR3EacJ0CWLigmpq34JP/ai-agent-connect - **Tags:** scoring, ranking, exams, automation, civil-service ## Description Concurso Score Calculator takes the logistical nightmare out of large-scale recruitment. You are usually stuck drowning in spreadsheets, trying to manually multiply scores by different weights for every exam phase while making sure nobody falls below the minimum passing mark. It is a recipe for human error and a massive time sink that keeps you from doing actual high-level work. This Connector takes that manual labor off your plate. Instead of you doing the math, your AI client can handle the heavy lifting. You can ask it to calculate a final score based on a set of weights, check if a person actually qualified for the next round, or figure out who wins when two people have the exact same score. It even looks at the competition to tell you if a candidate actually has a shot at a vacancy. By connecting this to your workflow through Vinkius, you move from manual data entry to just reviewing the final results. You get to focus on the big picture while the logic stays consistent across every single applicant. This means you can process thousands of candidates with the same level of precision as a small group, ensuring the hiring process is fair and mathematically sound every time. ## Tools ### predict_ranking_position The `predict_ranking_position` tool estimates where a candidate stands in the overall competition. It helps you see if they actually have a shot at the available job openings. ### calculate_weighted_score The `calculate_weighted_score` tool calculates a final score based on how much each exam stage matters. It is perfect for handling exams with different weights for written and oral parts. ### resolve_tiebreaker The `resolve_tiebreaker` tool picks a winner when two people have the exact same score. It follows your specific priority rules to ensure the process stays fair. ### verify_stage_thresholds The `verify_stage_thresholds` tool checks if a candidate met the minimum requirements for every phase. It automatically filters out anyone who did not pass the mandatory marks. ## Prompt Examples **Prompt:** ``` A candidate got 85 on the written test (60% weight) and 70 on the oral (40% weight). What's their final score? ``` **Response:** ``` Based on the weights provided, here is the calculation for the candidate: | Exam Phase | Score | Weight | Weighted Score | | :--- | :--- | :--- | :--- | | Written | 85 | 0.60 | 51.0 | | Oral | 70 | 0.40 | 28.0 | | **Total** | | **1.0** | **79.0** | The candidate's final weighted score is **79.0**. ``` **Prompt:** ``` Can you check if anyone is disqualified? The minimums are 60 for written and 50 for oral. Here are the scores: [Written: 55, Oral: 70; Written: 70, Oral: 40]. ``` **Response:** ``` I have checked the scores against your minimum requirements: * **Candidate 1 (Written: 55, Oral: 70):** **Disqualified** (Failed Written minimum of 60). * **Candidate 2 (Written: 70, Oral: 40):** **Disqualified** (Failed Oral minimum of 50). Neither candidate met the requirements to remain in the competition. ``` **Prompt:** ``` I have 2 vacancies. A candidate has an 88 score. The other scores are 90, 88, 85, 82. What's their rank? ``` **Response:** ``` Here is the current ranking based on the scores provided: 1. **90** (Qualified) 2. **88** (Qualified) 3. **85** (Waitlisted) 4. **82** (Waitlisted) With **2 vacancies** available, the candidate with the score of **88** is currently in **2nd place** and is within the vacancy limit. ``` ## Capabilities ### Calculate final weighted scores Let your agent calculate total scores based on specific weights for each exam phase. ### Check minimum passing requirements Automatically verify if candidates meet the mandatory marks to stay in the competition. ### Break ties between identical scores Apply a consistent priority hierarchy to decide winners when scores are equal. ### Estimate job vacancy rankings See where a candidate stands in the overall competition relative to open jobs. ### Automate exam phase progression Move candidates through multiple stages of testing without manual recalculations. ## Use Cases ### Massive government hiring A government agency has 5,000 applicants for 50 jobs. A coordinator asks the agent to find everyone who passed the written and oral exams with a score over 70. ### Resolving high-stakes ties Two candidates have the exact same score in a high-stakes exam. The user asks the agent to determine the winner based on their previous experience score. ### Predicting vacancy fits A recruiter needs to know if a specific candidate is likely to get a job. The agent uses the ranking tool to see where they land in the current list. ### Multi-stage exam scoring An HR lead wants to see the final scores for a multi-stage exam where the written part is 60% and the oral part is 40%. ## Benefits - Stop manually multiplying scores. Use `calculate_weighted_score` to let your agent do the math for every exam phase instantly. - Eliminate human error in qualification. `verify_stage_thresholds` ensures no one moves forward without hitting the mandatory minimums. - Handle ties without headaches. Use `resolve_tiebreaker` to apply a consistent priority hierarchy to identical scores every time. - Get a clear view of the field. `predict_ranking_position` tells you exactly where a candidate sits relative to the number of open jobs. - Save hours of spreadsheet work. Your AI client can process batches of candidates and give you a clean, ranked list in seconds. ## How It Works The bottom line is you get an automated way to process thousands of exam results without manual math errors. 1. Connect your AI client to the Connector through the Vinkius marketplace. 2. Provide the specific scoring weights and minimum thresholds for your exam. 3. Ask your agent to process candidate data and get back a ranked list of qualified applicants. ## Frequently Asked Questions **What is the Concurso Score Calculator MCP for?** It is designed to automate the complex scoring and ranking logic for competitive exams, such as civil service hiring. It handles the math for you so you can focus on the results. **How does it help with civil service exams?** It ensures that every candidate is scored exactly the same way by applying your specific weights and thresholds. This removes human bias and manual errors from the hiring process. **Can it handle different weights for different exam stages?** Yes, you can define custom weights for every phase of an exam. The Connector will then calculate the total score based on those specific values. **Does it help with tie-breaking?** Yes, it includes a tool to resolve ties. You can set a priority hierarchy to determine who wins when two candidates have identical final scores. **How do I know if a candidate is actually qualified?** The Connector checks every candidate against your minimum requirements for each phase. It will tell you immediately if someone failed to meet a mandatory mark. **Can I use it for private sector hiring too?** Absolutely. While it is great for civil service exams, any organization with a multi-stage, weighted scoring process can use it to automate their recruitment. **How does the weighted score calculation work?** The `calculate_weighted_score` tool multiplies each stage's achieved score by its assigned weight. The sum of all weights must equal exactly 1.0 for a valid calculation. **What happens if a candidate fails a minimum threshold?** Using `verify_stage_thresholds`, the system checks every stage. If any score is below the required minimum, the candidate is marked as disqualified. **How are ties resolved between candidates?** The `resolve_tiebreaker` tool uses a pre-defined hierarchy of stages. It compares scores stage-by-stage, starting with the most important stage, until a difference is found.