Education
73 connectors in this collection
Accelerator Acceptance Analytics MCP
Calculate acceptance probabilities and cohort composition for accelerator programs.
Accelerator Alumni Mentor Conversion MCP
Analyze alumni-to-mentor conversion rates and optimize mentor recruitment incentives.
Accelerator Curriculum Effectiveness MCP
Measure the impact and quality of accelerator training programs through multi-dimensional performance metrics.
Accelerator Graduation Metrics MCP
Calculates program completion, attrition, and graduation time metrics for accelerator cohorts.
Accelerator Instructor Effectiveness MCP
Calculate instructor performance scores, effectiveness trends, and get curriculum-based instructor recommendations.
Accelerator Peer Learning Value Engine MCP
Quantify the economic and structural value of startup accelerator networks.
Accelerator Program Satisfaction Engine MCP
Analyzes accelerator program success through satisfaction scores, NPS, and module performance.
Accelerator Session Effectiveness Evaluator MCP
Compares online vs offline session effectiveness and calculates optimal delivery mixes.
Acid-Base Neutralization Calculator MCP
Calculates equivalence points, pH levels, and excess reagents for acid-base reactions.
Bond Energy Calculator MCP
Calculate bond energies, reaction enthalpies, and bond dissociation energies.
Chengyu Tone & Pattern Validator MCP
Validates the phonetic structure and poetic meter of Chinese Chengyu.
Chess.com MCP
Access Chess.com player profiles, stats, games, puzzles, and leaderboards directly from any AI agent.
Chess.com Global Intelligence MCP
The definitive server for Chess.com — track player ratings, historical games, and daily puzzles via AI.
Chinese Zodiac Calculator MCP
Discover your Chinese zodiac animal, element, and astrological compatibility.
Circle of Fifths Navigator MCP
Navigate musical keys, identify tonal relationships, and plan modulations using the Circle of Fifverts framework.
Class Rank Estimator MCP
Estimate your class rank percentile using GPA, mean, and standard deviation.
Community Class Enrollment Plan MCP
Optimized enrollment strategies, schedules, and payment plans for community classes.
Community Mentor Match Plan MCP
Generates structured mentorship engagement plans by evaluating mentee goals against mentor profiles and safeguarding rul
Coordination Chemistry Calculator MCP
Calculate oxidation states, d-electron counts, and CFSE for coordination complexes.
Coordination Compound Nomenclature MCP
Generate IUPAC names, formulas, and geometries for coordination complexes.
Developmental Milestone Tracker MCP
Monitor child development by comparing milestones against standardized norms and adjusted age.
Electrochemical Cell Calculator MCP
Calculates cell potential and Gibbs free energy using the Nernst equation.
ENEM Score Calculator MCP
Calculate ENEM scores using simplified IRT, compute averages, and simulate university admission feasibility.
Equilibrium Constant Calculator MCP
Compute Kc, Kp, reaction quotients, and equilibrium concentrations.
Feldenkrais Lesson Planner MCP
Design specialized Awareness Through Movement (ATM) lessons based on functional goals and physical constraints.
Final Grade Needed Calculator MCP
Calculate the exact score needed on upcoming exams or assignments to reach your target course grade.
Global Scholarship Deadline Tracker MCP
Instantly calculate urgency and generate comprehensive document checklists for global scholarships (FUVEST, Erasmus+, DA
GPA Calculator MCP
Calculate weighted GPA for US (4.0) and Brazilian (10.0) scales, including honors classification.
GPA Converter MCP
Convert academic grades between different scales and calculate weighted averages.
GPA Cumulative Calculator MCP
Calculate and track semester and cumulative GPA using various grading scales.
Heat of Reaction Calculator MCP
Calculate enthalpy changes using Hess's Law, formation enthalpies, and bond energies.
IELTS Band Estimator MCP
Estimate your IELTS band score, CEFR proficiency level, and discover matching visa and university requirements.
Inorganic Nomenclature Calculator MCP
Converts chemical formulas into IUPAC systematic names, common names, and validated formulas.
Interval Calculator MCP
Calculate musical intervals, properties, and note frequencies.
Language Proficiency Mapper MCP
Translate raw exam scores (IELTS, TOEFL, DELF, etc.) into CEFR levels and check visa/university requirements.
Le Chatelier Prediction MCP
Predict chemical equilibrium shifts caused by changes in concentration, pressure, or temperature.
Limiting Reagent Yield Calculator MCP
A precision stoichiometry engine for determining limiting reactants, theoretical yields, and efficiency metrics.
London Schools: Estate, Distances & Cross-Border Mobility MCP
Keyless London school data: the 2016 school estate (URN, phase, status, local authority, coordinates), per-school travel
Lunchbox Portion Calculator MCP
Calculate total meal portions needed for school weeks based on child attendance.
Main Group Chemistry Predictor MCP
Predict reactivity, stability, and reaction outcomes for main group elements.
Mode Calculator MCP
Derive and explore the seven musical modes from any major or minor parent scale.
Moscow Schools, Kindergartens & Universities MCP
Keyless Moscow education: schools, kindergartens, universities and colleges, language and driving schools, plus the Russ
Nature Center Visit Planner MCP
Optimizes nature center visits by matching interests, accessibility needs, and group dynamics.
Numerology Name Calculator MCP
Calculate Expression, Soul Urge, and Personality numbers using Pythagorean numerology.
NYC Schools & Education MCP
Keyless NYC DOE education data: School Quality Report metrics, chronic absenteeism by school and citywide, enrollment ca
Organic Compound Nomenclature MCP
Precise IUPAC naming and chemical property analysis for organic molecules.
Oxidation State Calculator MCP
Determine oxidation states, redox behavior, and chemical nomenclature.
Paris Schools: Elementary Schools & Catchment Sectors MCP
Keyless Paris elementary-school data: the school census (name, address, arrondissement, school year, 2020–2027) and the
Periodic Trend Analyzer MCP
Analyzes periodic trends and elemental properties, accounting for atomic structure anomalies.
pH & pOH Calculator MCP
Calculate pH, pOH, and ion concentrations for strong/weak electrolytes and buffers.
Poetic Meter Analyzer MCP
Deterministic poetic meter and syllable analysis for English poetry.
Quiz Average Analytics MCP
Calculate and analyze student quiz performance metrics.
Redox Reaction Balancer MCP
Balance redox reactions and identify chemical agents.
Redox Reaction Predictor MCP
Predict spontaneous redox reactions, calculate cell potentials, and identify reaction products.
Relative & Parallel Key Finder MCP
Instantly discover relative, parallel, and related musical keys based on any input key.
School Contact Update Letter Generator MCP
Generates formal school notification letters for student contact updates.
School Snack Planner MCP
Plan nutritious snack distributions for students while managing budgets and dietary restrictions.
School Supplies Distribution Planner MCP
Optimizes school supply allocation using reuse-first logic and budget tracking.
School Uniform Procurement Planner MCP
Sequences uniform orders, optimizes budgets, and generates operational checklists.
Solubility Product Calculator MCP
Calculate Ksp, molar solubility, and predict precipitation in chemical solutions.
Stanford bioRxiv MCP
Search and retrieve preprint research papers in biology and life sciences from the bioRxiv open access repository.
Stanford CrossRef MCP
Query scholarly metadata for millions of academic publications with DOI resolution, citation tracking, and publisher dat
Stanford OpenAlex MCP
Explore the global research landscape with open access to scholarly works, authors, institutions, and citation graphs.
Stanford PubMed MCP
Search biomedical literature from the world largest database of life science and medical research publications.
Stanford Semantic Scholar MCP
Discover academic papers with AI-powered search that understands research context, finds citations, and recommends relat
Stoichiometry Calculator MCP
Perform precise chemical stoichiometry calculations including limiting reagents and theoretical yields.
Structural Isomer Counter MCP
Identify and count constitutional isomers for organic molecular formulas.
Study Abroad Cost Estimator MCP
Calculates a comprehensive budget for international studies in USD, EUR, and BRL.
Surf Coaching Certification Pathway Mapper MCP
Maps professional development roadmaps for surf coaches by analyzing credentials and career goals.
Surf School Curriculum Designer MCP
Generates structured surf lesson plans, skill progression paths, and assessment rubrics.
Tarot Spread Structure Generator MCP
Provides deterministic structural blueprints for tarot spreads, including positions and reading sequences.
Transition Metal Chemistry Predictor MCP
Predict electronic, magnetic, and optical properties of transition metal complexes.
Verb Conjugation Engine MCP
Deterministic morphological engine for Romance language verb conjugation.