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20 Best Stock Market MCP Servers: compared and ranked, November 2026Ranked from 3,463 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables AI assistants to connect to brokerage accounts in read-only mode so users can inspect balances, positions, and orders, and provides a local lab for backtesting strategies and simulated trading with pretend money.
    MIT
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    B
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    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.
    MIT
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    Enables LLMs to search and retrieve exam problems, solutions, and answers from the СДАМ ГИА educational platform across multiple subjects. It supports fuzzy text matching, catalog browsing, and structured data retrieval to assist with academic study and test preparation.
    7
    9 npm
    5
    MIT
  • A
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    Calculates Korean traditional Dangsaju 12 stars based on birth date and time, returning deterministic structured data with star attributes and period readings.
    2
    MIT
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    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.
    2
    12
    4,091 npm
    MIT
  • A
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    quality
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    Enables MCP-compatible clients to access Digiforma's GraphQL API for managing trainees, training sessions, and executing arbitrary GraphQL queries or schema introspection.
    5
    1
    MIT
  • F
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    A
    quality
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    maintenance
    Enables users to fetch a week's activities for a class from the Adalove academic platform as formatted markdown, with optional filters for week number, class, and detail level.
    1
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    Enables interaction with Zhejiang University's learning platform (学在浙大 / 智云课堂) via MCP tools, allowing natural language commands to check todos, view schedules, fetch lecture transcripts, and submit homework.
    7
    9
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  • A
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    A
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    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.
    7
    386 npm
    1
    MIT
  • A
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    A
    quality
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    maintenance
    Enables AI assistants to run free US money calculators for credit card payoff, debt consolidation, loan terms, crypto trading fees, and emergency funds, returning results with formulas, summaries, warnings, and pre-filled calculator links. It also lets agents list related educational guides.
    6
    16 PyPI
    MIT
  • A
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    quality
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    Enables agents to log into the pintia.cn practice and exam platform, browse unfinished exams and pull problems by type, submit answers in bulk, and check programming-judge results through five token-efficient tools. Sessions are persisted and automatically reused, with responses defaulting to compact summaries to minimize token consumption.
    5
    1
    MIT
  • A
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    A
    quality
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    maintenance
    Lets AI assistants browse a Brightspace-based course platform read-only: list courses, search modules for lecture slides, extract text from PDF/PowerPoint/Word files, and check upcoming deadlines, assignments, and announcements. Runs locally on the user's own machine with their own browser sign-in.
    10
    MIT
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    A
    quality
    B
    maintenance
    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.
    8
    984 npm
    MIT
  • F
    license
    A
    quality
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    maintenance
    An MCP server that enables Claude Code to create, manage, and search Anki flashcards directly from the terminal. It supports batch card creation, deck statistics retrieval, and synchronization with AnkiWeb for cross-platform review.
    8
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    Enables AI assistants to interact with the AeroEduVision platform, allowing exam generation, course management, knowledge graph queries, and student progress tracking through natural language commands.
    24
    MIT
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    A
    quality
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    maintenance
    Enables Claude to access the Danish school communication platform Aula.dk, allowing users to ask about their child's school day, upcoming events, messages, and more, with real-time data and automatic translation from Danish.
    10
    14
    6 npm
    1
    MIT
  • A
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    Analyzes codebases to suggest relevant learning projects and generate interactive slides with direct links to the Marble platform. It enables developers to create tailored learning experiences based on their specific technologies, patterns, and code context.
    3
    21 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI tools to read course materials, links, and deadlines from a student's university learning platform, and to download lecture slides into course folders for SlideMate and other MCP clients.
    8
    2
    MIT
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    Enables syncing messages and attachments from the Swedish school platform Admentum to local storage and serving them to a personal AI agent one item at a time for summarization, search, and digesting.
    12
    MIT