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Top 20 MCP servers in the search category based on star ratings MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

19,837 servers. Last updated 2026-03-21 18:29

Matching MCP tools:

"Top 20 MCP servers in the search category based on star ratings" matching MCP servers:

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    Enables discovery and querying of available MCP servers from the official repository. Supports searching by name, description, features, categories, and provides random server suggestions for exploration.
    Last updated 9 months ago
    12
    2
    MIT
  • A
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    A fully functional constellation MCP (Model Context Protocol) service, providing functions such as constellation information query, fortune analysis, and matching test.
    Last updated 2 months ago
    7
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    Apache 2.0
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    Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.
    Last updated a month ago
    10
    2
    MIT

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