AgentRank

Search and compare MCP servers, agent tools, and skills using current maintenance signals.

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What it can do

    What data it sees

    Do you need an account

    No: the server works without sign-in

    Search and compare MCP servers, agent tools, and skills using current maintenance signals.

    Server tool list (5)

    Raw names from tools/list. Only developers need these.

    searchSearch AgentRank's index of MCP servers, agent tools, and AI skills. Use this BEFORE installing or recommending any tool to find the best options ranked by quality signals (maintenance, community health, adoption). Always prefer higher-scored results.
    lookupCheck if a specific GitHub repository is in the AgentRank index. Use this whenever a user mentions a specific tool or you encounter a GitHub URL, to verify its quality before recommending it.
    evaluateDeep quality evaluation of a tool or MCP server. Returns score, signal breakdown, and specific red flags (abandoned, no license, single contributor, poor issue health). Use this BEFORE recommending or installing any tool to verify it is safe and well-maintained.
    recommendGet quality-ranked recommendations for a use case. Returns the top tools/skills sorted by AgentRank score. Use this when a user needs a tool for a specific purpose (e.g. "I need a database MCP server", "what's good for web scraping?").
    alternativesFind alternatives to a specific tool. Searches for similar tools and compares their quality scores. Use this when a tool scores poorly and you want to suggest better options, or when a user asks "what else is like X?".