AgentRank

superlowburn/agentrank

You're working with Claude and need to find the right MCP server or tool for a specific task, but don't want to manually search through catalogs. This server acts as a search engine specifically for AI agents, letting Claude query a scored database of over 25,000 MCP servers and tools in real time. Think of it as programmatic discovery: instead of you browsing directories, your agent can search for "file system access" or "database connectors" and get ranked results. Reach for this when you're building workflows where Claude needs to dynamically discover and reason about what integrations are available, or when you want your agent to suggest relevant tools based on user requests.

tools: 5
transport: STDIO, HTTP
last updated: Sep 8, 2026

View on GitHub

Install

From registry metadata

$ npx add-mcp https://agentrank-ai.com/mcp --name agentrank

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http agentrank https://agentrank-ai.com/mcp

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 5 tools

Verified live against the running server on Nov 6, 2026.

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.3 params

Search 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.

Parameters* required

limitnumber

Number of results (default 10, max 50)

query*string

Search terms, e.g. "database", "playwright", "slack mcp"

typestring

Filter to tools (GitHub repos) or skills (registry entries). Omit for both.one of tool · skill

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.1 params

Check 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.

Parameters* required

github_url*string

GitHub repository URL, e.g. "https://github.com/owner/repo"

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.1 params

Deep 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.

Parameters* required

tool*string

Tool identifier — GitHub URL (https://github.com/owner/repo), owner/repo string, or tool slug from a previous search result

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?").2 params

Get 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?").

Parameters* required

limitnumber

Number of recommendations (default 5)

use_case*string

What the user needs, e.g. "database", "web scraping", "slack integration", "vector search"

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?".2 params

Find 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?".

Parameters* required

limitnumber

Number of alternatives (default 5)

tool_name*string

Name or description of the tool to find alternatives for, e.g. "playwright-mcp" or "browser automation"

Readme

Details

Repository: github.com/superlowburn/agentrank
Website: agentrank-ai.com/integrations
Categories: AI & LLM Tools, Search & Web Crawling
Package: agentrank-mcp-server
Transport: STDIO, HTTP
Registry: MCP registry, active
Tools verified: Nov 6, 2026

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AgentRank

Install

Tools

Readme

Details

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