AgentoolRank

Search open-source AI agent tools (frameworks, coding agents, memory, RAG, observability, MCP servers...) ranked by GitHub activity. Returns stars, 30-day star growth, capabilities and alternatives.

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "What you need, e.g. 'multi-agent framework in TypeScript' or 'RAG'"
    },
    "limit": {
      "type": "number",
      "description": "Max results (1-20, default 10)"
    }
  },
  "required": [
    "query"
  ]
}

Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations, alternatives.

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}

List open-source alternatives to a tool, with GitHub stats for each, to compare options.

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}

List an AI agent tool (framework, coding agent, MCP server, memory/RAG, evals, browser agent...) on AgentoolRank for free. The free listing is queued; the response lists every paid option (price, days to go live, checkout_url for your human to pay) and recommends the cheapest one that fits max_budget_usd / deadline_days. Returns submission_id + status_token for get_submission_status, and message_for_human: a summary to forward to your human.

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "description": "Product website (https://...)"
    },
    "name": {
      "type": "string"
    },
    "tagline": {
      "type": "string",
      "description": "One sentence, max 160 chars"
    },
    "email": {
      "type": "string",
      "description": "Maker's email, used only to say when the listing is live"
    },
    "github_url": {
      "type": "string",
      "description": "https://github.com/owner/repo if open source"
    },
    "max_budget_usd": {
      "type": "number",
      "description": "Optional: the most your human will pay"
    },
    "deadline_days": {
      "type": "number",
      "description": "Optional: must be live within this many days"
    },
    "want_featured": {
      "type": "boolean",
      "description": "Optional: wants homepage placement"
    }
  },
  "required": [
    "url",
    "name",
    "tagline",
    "email"
  ]
}

Check review status of a submission (pending/approved/rejected, queue position, listing URL).

{
  "type": "object",
  "properties": {
    "submission_id": {
      "type": "number"
    },
    "status_token": {
      "type": "string"
    }
  },
  "required": [
    "submission_id",
    "status_token"
  ]
}

Which launch directories should a product be submitted to? Returns sites our own products actually went through, each tagged auto / manual (needs one human step) with free-tier conditions, measured link type, login, human-only steps, form tips and the success signal to look for, plus one checklist of the human steps. Free: top 10. With a Submit Kit key ($29 one-time): 30 sites plus a "don't submit" list with reasons. No automated submission, no captcha bypass, no traffic or ranking promised.

{
  "type": "object",
  "properties": {
    "product_type": {
      "type": "string",
      "enum": [
        "ai_tool",
        "mcp_server",
        "dev_tool",
        "saas",
        "other"
      ]
    },
    "languages": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Directory languages to include, default ['en'] (also: zh, fr)"
    },
    "open_source": {
      "type": "boolean",
      "description": "Include directories that only list open-source projects"
    },
    "key": {
      "type": "string",
      "description": "Submit Kit key for the full list (optional)"
    }
  },
  "required": [
    "product_type"
  ]
}