"Guidance on Dependency Checks and Latest Best Practices" matching MCP servers:

Read-only MCP connector that serves the Run It on AI book. The index and Implementation Blocks are free; full chapters and playbooks unlock with a license key included with the book.

Enables AI agents to read MoyKlass CRM data through natural language, providing 16 tools for accessing users, groups, lessons, tasks, and more.

Provides educational tools for developers to learn programming concepts, review code, get best practices, compare approaches, generate learning paths, debug, explain code, and quiz themselves.

MCP server for roadmap.sh providing developer roadmaps, best practices, interview questions, project ideas, videos, and local progress tracking.

Enables Claude and ChatGPT to share a single study-progress database for interview prep, coursework, and spaced repetition, with per-user data isolation and server-side SM-2 scheduling for due reviews and study plans.

A server for querying, practicing, and analyzing exam questions from Taiwan's national examinations, offering 20 tools including search, statute lookup, weak topic review, and readiness assessment.

Enables Alexa+ to run spoken mock technical interviews by parsing a candidate's resume and target job description, generating tailored questions, and scoring each answer against Bar Raiser rubrics via Amazon Bedrock. It also produces a session report with score breakdowns, weak topics, and a concrete practice plan.

A set of tools enabling AI agents to interact with Canvas LMS, allowing users to find relevant resources, get course information, and navigate modules through natural language queries.

Enables bidirectional lookup of Mi'kmaq and English words with definitions and examples, and provides tools for learning and dictionary statistics, integrating seamlessly with AI-powered IDEs.

Enables MCP clients to search and read the free AI School curriculum, including 550+ tracks on AI engineering, governance, security, and applied AI by profession.

Calculates Korean traditional Dangsaju 12 stars based on birth date and time, returning deterministic structured data with star attributes and period readings.

Enables read-only consultation of the latest published content on AI applied to medicine—articles, news, podcasts, lessons, events, conferences and repositories—through tools to list recent items, search by topic, and open item summaries with links.

Local MCP voice coach that provides English pronunciation, grammar, and fluency feedback from microphone recordings. It supports free-form voice conversation, focused practice drills, phoneme-level feedback, prosody hints, and learner-profile guidance.

Enables LLM clients to perform arithmetic and advanced calculations through MCP tools, access math constants and session calculation history, and receive step-by-step guidance for solving equations.

Enables AI assistants to connect to D2L Brightspace and retrieve grades, assignments, announcements, and course content on demand via natural language, working across clients like Claude, ChatGPT, Cursor, and Windsurf.

MCP server providing U.S. college ROI data (30-year NPV, major ROI, best-value rankings, and out-of-state tuition penalty) by wrapping a free, keyless API.

Enables MCP clients to teach on a view-only local browser chalkboard by drawing equations, plots, molecules, diagrams, and science illustrations step by step, with snapshots and saved lessons.

Enables local, offline analysis of essay drafts — word and page counts, readability scores, style flags like passive voice and filler words, and word-limit checks — with no account, API key, or network calls.

MCP server providing AI agents with access to classical yoga texts and a daily sādhana practice for ethical alignment based on the Yogic Alignment Framework.

Provides philosophical thinking frameworks and tools based on Stoic, cognitive, mindfulness, and strategic traditions to assist with decision-making and perspective. It enables AI models to apply structured wisdom from 2,500 years of tested frameworks to user problems.

Enables AI assistants to compute a child's Four Pillars of Destiny and provide innate temperament, learning style, and parenting guidance entirely locally without API keys or network calls.

Enables counting only the Chinese characters in a piece of text, ignoring punctuation, whitespace, Latin letters, digits, and emoji, while also returning a per-category breakdown and Chinese-to-total ratio. It can additionally batch-count up to 500 texts at once and extract just the Chinese characters from any given text, making it useful for copy length checks, homework word counts, and title limits.

Offline, bias-aware academic integrity checker exposed over MCP: plagiarism, AI-text detection, Crossref citation verification and publisher-style guideline checks.

Enables AI apps to compute GPAs from courses and credits, convert between letter and percentage grades, determine the score needed on a final exam, analyze weighted course grades, and plan the GPA required for a target cumulative result.

MCP server for Science Tokyo LMS, enabling course material download, assignment deadline checks, and more via tools like list_courses and get_upcoming_deadlines.

A portable local MCP server enabling Canvas reads and safely gated content authoring (pages, modules, assignments, discussions, quizzes) with multi-layer safety checks.

Enables Claude to draw, simulate, and verify Logisim-evolution 5 circuits directly from natural-language descriptions, without opening the GUI — it lays out components, routes wires, and returns images of the resulting .circ files. It also synthesizes circuits from formulas or truth tables (minimizing to MDNF/MKNF and converting to NAND/NOR bases), detects wiring faults, and checks behavior against expected outputs or clock sequences.

Personal AI tutor MCP that automatically generates structured coding practice materials based on coding context and local files.

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.

A multi-account MCP server for NotebookLM that maintains sticky account and notebook per session. It uses the internal RPC to avoid logout issues and adds tools for account switching, notebook selection, and health checks.