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AgentoolRank MCP server

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AgentoolRank MCP server

Search and compare open-source AI agent tools from your AI assistant, ranked by live GitHub activity.

AgentoolRank tracks hundreds of open-source AI agent tools (frameworks, coding agents, memory, RAG, evals, MCP servers) and ranks them by GitHub activity: stars, star pace, commits, releases and package downloads, refreshed daily. This repository documents how to connect to its hosted MCP server and JSON API. The server runs on agentoolrank.com; there is nothing to install or self-host.

  • MCP endpoint: https://agentoolrank.com/api/mcp (Streamable HTTP, no auth required)

  • Official MCP Registry: com.agentoolrank/agent-tools

  • Optional API key: one click, no signup, at agentoolrank.com/api-key. Send it as Authorization: Bearer <key> to identify your agent.

Tools

Tool

What it does

search_tools(query, limit?)

Find tools for a job, ranked by relevance then GitHub activity.

get_tool(slug)

Stars, 30-day star growth, capabilities, limitations and who it is best for.

get_alternatives(slug)

Open-source alternatives to a tool, with their GitHub stats.

submit_tool(url, name, tagline, email, …)

List a tool. The response shows every pricing option up front, including the free one.

get_submission_status(submission_id, status_token)

Review status of a submission.

recommend_directories(product_type)

Launch directories our own products went through, with free-tier conditions and the steps only a person can do. The top 10 are free.

Related MCP server: MCP Toolkit Pro

Connect

Claude Code

claude mcp add --transport http agentoolrank https://agentoolrank.com/api/mcp

Cursor

Add to ~/.cursor/mcp.json (or .cursor/mcp.json in a project). See examples/cursor-mcp.json:

{
  "mcpServers": {
    "agentoolrank": { "url": "https://agentoolrank.com/api/mcp" }
  }
}

Claude Desktop

Add it under Settings → Connectors as a custom connector with the URL above. Or use the mcp-remote bridge in claude_desktop_config.json. See examples/claude_desktop_config.json.

Codex CLI

Add to ~/.codex/config.toml. See examples/codex-config.toml.

JSON API

The same data is also available without MCP. See examples/curl.sh.

GET  https://agentoolrank.com/api/v1/tools?q=rag&limit=10
GET  https://agentoolrank.com/api/v1/tools/{slug}
POST https://agentoolrank.com/api/v1/submissions

About

AgentoolRank is run by TENSO LLC. Questions or corrections: hello@agentoolrank.com. Privacy · Terms.

The contents of this repository (documentation and configuration examples) are MIT licensed. The AgentoolRank website, data and service are not part of this repository.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo issues

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