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116,601 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,153 matching servers on stars, growth, downloads and maintenance. Updated .

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    A traceable Chinese-history MCP server that enables querying of nine classical Chinese texts (e.g., 史记, 汉书) with citations and honest status labels. It provides four tools to search events, persons, places, and qualities, all with provenance.
    4
    25 PyPI
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to plan and track McDonald's visits by locating stores, estimating commute calories, recommending nutrition-targeted menu combinations, monitoring orders, running spaced-repetition vocabulary practice during waits, and recording progress in a local dashboard.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables querying of a locally pinned snapshot of the Education-to-Workforce Indicator Framework — 99 indicators and 11.8M observations — to browse questions, describe metrics, resolve places, and fetch or rank data across national, state, county, and district levels.
    4
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides a beginner-friendly MCP server that exposes a safe arithmetic calculator tool and workshop documentation resources, letting AI agents discover and invoke tools and read resources over JSON-RPC. It also ships a deterministic mock LLM agent loop and examples so the full tool lifecycle can be explored without API keys.
    MIT
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    A
    quality
    B
    maintenance
    Exposes Bilibili learning videos to MCP clients, letting them search videos, read descriptions and video metadata, fetch timestamped subtitles, and view top comments for note-taking and Q&A. All summarization is left to the client model, with optional cookie-based login for subtitle access.
    4
    1
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    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.
    7
    -
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    Provides read-only access to Canvas LMS, enabling users to view active courses, grades, and upcoming assignments through natural language queries.
    2
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    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
    license
    A
    quality
    B
    maintenance
    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
  • F
    license
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    quality
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    Enables coding agents to discover unsolved Codeforces practice problems, analyze tag performance, and inspect submissions, profiles, rating history, and upcoming contests through MCP-compatible clients.
    6
    -
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    license
    A
    quality
    B
    maintenance
    Enables teachers, through AI assistants, to view courses, assignments, and student submissions, download submission files, and save grades with feedback after explicit confirmation via the Moodle REST API.
    7
    642 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables read-only search across EKKE course repositories, GitHub Discussions, and official university pages, returning source links and dates where available. Supports Hungarian-English query expansion and configurable response labels without restricting searches to one language.
    2
    0
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides read-only access to a university's Moodle virtual campus, letting an AI assistant browse courses, sections and files, check upcoming deadlines, view assignment status and grades, and read forum announcements and threads. Authentication uses a Moodle token stored locally, with support for both undergraduate and postgraduate campus URLs.
    8
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Turns a candidate's real project history into evidence-backed interview preparation, matching job requirements to cited GitHub evidence and generating traceable STAR outlines, interview questions, and gap analyses for MCP clients.
    11
    MIT
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    license
    A
    quality
    C
    maintenance
    Enables students to locally archive and read their own course assignments, deadlines, original and graded PDFs, rubric feedback, comments, and submission history through a read-only MCP connection. Supports course and assignment summaries, document reading with OCR, change tracking, and scheduled syncs.
    12
    MIT
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    license
    A
    quality
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    maintenance
    Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal registrations, view menus, and track billing. It supports conversational commands for tasks like cancelling meals, estimating nutrition, and checking account balances.
    45
    5
    AGPL 3.0
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    license
    A
    quality
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    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
    14
    MIT