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20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,297 matching servers on stars, growth, downloads and maintenance. Updated .

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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
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    A local MCP server that helps you maintain a personal Japanese learning knowledge base, including vocabulary, confusion relations, mistakes, and spaced-repetition reviews. It provides tools and prompts for managing and reviewing your Japanese learning data without calling external LLM APIs.
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    Enables natural-language querying of the British Columbia K-12 curriculum, including Big Ideas, Curricular Competencies, Content standards, grade progressions, and cross-subject connections, grounded in official BC Ministry of Education data.
    8
    40 npm
    MIT
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    Enables users to search XJTLU past exam papers by course code, read details such as academic year, semester, and regular versus resit type, and save the chosen PDFs to local folders after logging in with their own school account. Runs as a local stdio MCP server for Codex and DeepSeek Harness, returning metadata and file paths only.
    5
    39 npm
    MIT
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    MCP server for exploring Texas public school data through conversational interfaces, enabling campus search, district details, geospatial lookup, comparisons, and transfer insights using TEA data.
    16
    1
    Apache 2.0
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    Enables an AI assistant to browse a signed-in school-communication account's classes, chats and message streams, inspect and adjust notification preferences and delivery devices, and send messages to a chat or class. Write actions require explicit user confirmation, and a read-only GraphQL tool allows arbitrary queries for anything the built-in tools don't cover.
    10
    704 npm
    MIT
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    Enables AI clients to fetch public chessvox.com chess data — the daily puzzle for any past day, batches of 20 mate-in-1 training puzzles, and starter opening repertoires with UCI preview lines — over read-only, key-free requests. Results are cached in memory and returned as structured FEN/UCI payloads, so assistants can quiz tactics or walk through openings without an account.
    3
    MIT
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    Enables AI agents to search for information and files in the UTN virtual classroom (aula virtual) by logging in with institutional credentials. Currently exposes tools to list courses and retrieve site information, with more planned.
    13
    602 npm
    11
    ISC
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    Provides read-only access to BIT101 community posts, course reviews, personal schedules, grades, and Lexue calendar events, enabling natural language queries for Beijing Institute of Technology students.
    10
    1
    MIT
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    Provides eight deterministic, source-grounded tools for exploring the Beautiful Solutions toolbox, enabling organizers and educators to search, compare, map, and build discussion guides around liberation-focused values, principles, solutions, and stories without runtime LLM or network calls.
    8
    1
    MIT
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    Enables LLM interaction with the Macau University of Science and Technology (M.U.S.T.) campus system, including automated login to Wemust and Moodle, retrieving class schedules, checking assignments and deadlines, downloading course materials, and managing course content.
    7
    3
    MIT
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    Enables searching and reading Tipitaka texts with Pali alongside translations, comparing translators, exploring parallels, looking up Pali words, and retrieving Access to Insight pages with source citations.
    32
    MIT
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    A shared memory MCP server for the Senegalese MOHEBS teaching and learning materials pipeline that ensures AI-generated documents remain consistent in characters, terminology, and concept coverage while varying example domains, operating across grade and subject via Firebase storage.
    17
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    Enables an assistant to retrieve Quranic verses in Uthmani Arabic with any of hundreds of translations, look up and search ten major hadith collections, and compute prayer times offline from the sun's position. Every quotation comes back with its exact reference so answers can be verified rather than paraphrased from memory.
    7
    MIT
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    MCP server for StudioMeyer Academy that connects Claude Code, Cursor, or Claude Desktop to track learning progress in the Memory-First AI Operator curriculum. It enables users to view lessons, complete quizzes, earn certificates, and run spaced-repetition reviews directly in chat.
    29
    259 npm
    1
    MIT