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20 Best Web Search MCP Servers: compared and ranked, November 2026Ranked from 2,120 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
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    maintenance
    Enables zero-dependency quantum circuit simulation with qubit state-vector evolution, Hadamard/Pauli/CNOT gates, Born-rule measurement, Bell state generation, and Grover amplitude amplification via MCP.
    7
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server exposing a university course catalog with tools for searching courses, looking up prerequisites and instructors, and generating prerequisite graphs, plus resources and a prompt template for AI academic advisors.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Korean Saju and Chinese BaZi (Four Pillars) computed by the CAFE engine: natal chart with Day Master and Ten Gods, Five Elements balance, chart structure (格局), yin-yang and climate, favorable-element candidates, and a manseryeok calendar with exact solar-term times. 6 read-only tools, no API key. Remote: https://mcp.24plus.ai.kr/mcp or npx -y @dangamsoft/cafe-mcp
    6
    63 npm
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    This MCP server connects Claude with Anki, allowing users to create flashcards conversationally and automatically deduplicates, classifies, and uploads them without manual copying and pasting. It runs locally with Ollama for embeddings and classification, ensuring privacy.
    13
    -
  • F
    license
    B
    quality
    B
    maintenance
    Provides AI agents with deterministic symbolic math capabilities through 21 tools for algebra, calculus, transforms, and DSP, preventing hallucinations by delegating computations to a SymPy engine.
    21
    -
  • A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to act as a state-driven tutoring engine over MCP, with server-side mastery estimation, prerequisite checks, evidence-based assessment, and FSRS spaced review scheduling.
    58
    1
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    Enables an AI host to perform bounded Stockfish engine analysis, whole-game review, opening-knowledge lookup, tactical puzzles, and persistent position-specific tutoring sessions. It also supports graduated hints, spaced review, speech plans, and optional local synthesis or board-screenshot recognition over stdio or HTTP transports.
    58
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Hands esca's chess answers to an LLM as JSON: the full state of a position, whether a move is legal and every reason it is not, the named facts, the ECO name, opening-book moves, and PGN read and written. It carries no engine and does no search, so it supplies facts rather than evaluations.
    62 PyPI
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude to run a structured learning program by selecting topics, delivering lectures to a local site, reading and grading answers, tracking progress, and closing completed topics. It also serves a localhost website for viewing the curriculum and progress.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables students and educators to connect ChatGPT, Claude, or another MCP client to the Skyward account they are already authorized to use, through a self-hosted deployment they control. It exposes read-only tools for report cards, gradebooks, academic history, attendance, schedules, test scores, fees, and graduation requirements.
    9 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that lets Claude send documents, drills, and choices to an e-reader (Kindle, Kobo, etc.) in real time via a Cloudflare Worker, supporting anonymous and OAuth-authenticated access.
    19 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Hosts self-contained HTML pages deployed through MCP, giving each page a stable URL for sharing in wikis, PDFs, or presentations.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to connect over Streamable HTTP at /mcp and call a tool that returns the first 16 lowercase hex characters of a SHA-256 hash computed from a supplied exam challenge header.
    GPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    A deliberately tiny, risk-free MCP server for learning how MCP directory listings work. Three tools, no API calls, no user data, no network calls.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to query university class schedules and teacher timetables and to find free classrooms by campus, date and time without logging in. With a local browser-based login it also exposes personal data such as the Pulse feed, BRS grade book and SDO courses, and it can be self-hosted or driven from a CLI.
    MIT