"Understanding Requirement Analysis" matching MCP servers:

Analyzes timing and tempo accuracy of percussion practice recordings via onset detection, reporting per-gap deviations and consistency stats to MCP clients.

Enables classical test theory analysis, differential item functioning, local item dependence detection, and standard setting through MCP tools.

Enables deep Bible study through tools for original language lexicons, morphological analysis, cross-references, and contextual notes.

An MCP server that enables MCP clients to directly access and process arXiv papers by fetching the LaTeX source, improving mathematical content understanding.

Deterministic music-theory MCP server and API for AI agents — analyze chords, run Roman-numeral analysis, generate voicings, and reharmonize progressions. Computed from music theory, not hallucinated.

MCP server for Cantonese lyric writing, offering Jyutping romanization, tonal pattern analysis, and rhyming character lookup.

An AI-powered MCP server for EdTech teams that automates support triage, re-engagement outreach, feedback analysis, progress reporting, and course design using Gemini.

Korean Saju (Four Pillars / 사주명리) birth-chart analysis — 5 free tools: chart, five elements, gyeokguk, yin-yang/climate balance, and classical yongshin candidates. Local stdio server via npx, no API key required.

Local electronics tools for MCP-capable assistants, enabling static analysis of CRUMB save files and Logisim-evolution projects, including net tracing, BOM building, electrical rule checks, and optional truth table generation.

Enables AI agents to perform structured root cause analysis from clinical incidents and construct learner-ready lesson plans for medical education.

Enables AI assistants to guide users through MBTI personality tests with two modes (28-question simplified or 48-question cognitive functions), track progress, and provide detailed personality type analysis and results.

MCP server that turns Claude into an EVE Online mentor, providing tools for loss analysis, system intel, market prices, skill training, and career guidance for new players.

Integrates AI assistants with the Universidad Siglo 21 Canvas LMS, enabling consultation of courses, grades, assignments, schedules, readings, and PDF content, plus interactive exam simulations and academic status analysis.

MCP server for structured civil service exam question solving based on Huasheng's methodology, providing question routing, method retrieval, and guided analysis prompts.

Enables academic paper search and analysis through the AMiner API. Supports keyword, author, and venue-based searches with advanced filtering and citation data for research assistance.

Connects Claude Desktop to Anki, allowing retrieval and analysis of leech-tagged cards and adding review tags through natural language requests.

An interactive learning assistant that helps developers understand AI-generated code changes through quizzes and blocking learning sessions. It tracks and searches debugging experiences using RAG to ensure users build long-term technical understanding rather than just copy-pasting solutions.

A multi-interface music analysis server providing MCP, HTTP, CLI, and Python interfaces for music21-based analysis.

MCP server and agent skills for Tough Tongue AI, enabling handling tough conversations through voice agents, scenario creation, and session analysis.

An MCP server for working with the Võro language: local dictionary and corpus lookup, GiellaLT-backed analysis/spellcheck/grammar tools, and Neurotõlge translation.