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119,195 servers. Updated
19 Best Docker MCP Servers: compared and ranked, November 2026Ranked from 1,677 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    C
    maintenance
    Connects any MCP client to a deterministic in-browser Docker simulation so a user's own AI can teach by inspecting and mutating world state, rewinding and comparing events, running 27 "what-if" experiments, tracing concept relationships, and quizzing the learner. It exposes 14 typed tools over Streamable HTTP with bearer-token auth, needing no hosted AI or server-side lab state.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to look up Bible verses, perform semantic search, and access original-language word study through a local Concord instance, providing accurate citations and honesty about uncertainty.
    10
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables natural-language querying of course, teacher, and assignment information stored in a SQLite database, including fuzzy course search, teacher lookups, weekly schedules, and assignment deadlines.
    5
    1
    -
  • F
    license
    A
    quality
    C
    maintenance
    Enables read-only interaction with CMU Student Information Online data, including student context, schedules, grades, enrollment, account activity, and campus life through MCP tools.
    8
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to search and describe API routes, retrieve people, admissions, academics, and billing records, download exports, and optionally make changes against a school information system, read-only by default.
    6
    928 npm
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables local Seventh-day Adventist Bible study, answering questions about Adventist beliefs and connecting topics to Scripture, church doctrine, and Ellen G. White writings with citations.
    9
    -
  • A
    license
    A
    quality
    D
    maintenance
    Provides an MCP interface for accessing YOKATLAS (Turkish Higher Education Council Atlas) data, enabling LLM applications like Claude to search and retrieve details about undergraduate and associate degree programs in Turkey.
    4
    73
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Connects AI assistants and agents to Finland's school system, enabling retrieval of schedules, homework, exams, grades, messages, absences, and related school information for all of a family's children across multiple accounts. It runs locally, logs in only to the school service, and cannot send messages or change data.
    2
    20
    83
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables users to ask plain-language linguistic questions about the Hebrew Bible and receive the corresponding MQL query and results from the BHSA database, with the query always visible for verification and citation.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    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
    653 npm
    12
    ISC
  • A
    license
    A
    quality
    C
    maintenance
    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
  • F
    license
    A
    quality
    C
    maintenance
    Enables read-only access to a Librus Portal account, letting users list linked Synergia accounts and retrieve grades, attendance, timetable, homework, notices, and school information.
    3
    -
  • A
    license
    A
    quality
    D
    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
    10 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to access Librus Synergia school data, including grades, attendance, timetables, homework, calendar, announcements, messages, formative assessments, school-year history, class-free days, and student information. Supports multiple logins and self-hosted HTTP access for agents on other machines.
    31
    410 PyPI
    15
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to search California Virtual Campus course IDs and retrieve detailed course, section, seat, instructor, tuition, and zero-textbook-cost information from California community colleges.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables students to read their TUMonline identity, calendar, registered courses, grades, exams, tuition status, and person directory, plus public course catalogues, exam dates, and NavigaTUM room information. It does not perform course or exam registration, enrollment certificate downloads, room bookings, Moodle access, or TUM single sign-on.
    19
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    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
  • F
    license
    A
    quality
    D
    maintenance
    Enables natural language queries about grades, GPA, attendance, and schedules by connecting Claude to StudentVue school dashboards. Includes analytical tools for grade simulation, what-if scenarios, and academic performance tracking based on live school data.
    19
    -
  • A
    license
    A
    quality
    B
    maintenance
    Turns your own coding agent into a step-by-step coding tutor. The agent writes roadmaps, lessons and exercises through Codemm's tools, each exercise is accepted only if its tests catch deliberately broken variants, and learner code is graded in a network-off Docker sandbox.
    12
    15
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Connects AI assistants to Masaryk University's Information System so they can access courses, syllabi, study materials, timetables, grades, homework vaults, email, and other academic records.
    21
    MIT