AgentoolRank
Search, compare and list 460+ open-source AI agent tools ranked by live GitHub activity.
我該用這個嗎
品質與安全性
發現項目（2）
- HIGHTool poisoning patterns detected
- LOWTool description contains role marker that could confuse chat models在 submit_tool 中
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"agent-tools": {
"url": "https://agentoolrank.com/api/mcp"
}
}
}遠端端點
https://agentoolrank.com/api/mcpstreamable-http它能做什麼
工具清單
工具（6）
🟢search_tools(query, limit)
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.
輸入結構描述
{
"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_tool(slug)
Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations, alternatives.
輸入結構描述
{
"type": "object",
"properties": {
"slug": {
"type": "string"
}
},
"required": [
"slug"
]
}🟢get_alternatives(slug)
List open-source alternatives to a tool, with GitHub stats for each, to compare options.
輸入結構描述
{
"type": "object",
"properties": {
"slug": {
"type": "string"
}
},
"required": [
"slug"
]
}🟡submit_tool(url, name, tagline, email, github_url, ...)
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.
輸入結構描述
{
"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"
]
}🟢get_submission_status(submission_id, status_token)
Check review status of a submission (pending/approved/rejected, queue position, listing URL).
輸入結構描述
{
"type": "object",
"properties": {
"submission_id": {
"type": "number"
},
"status_token": {
"type": "string"
}
},
"required": [
"submission_id",
"status_token"
]
}🟡recommend_directories(product_type, languages, open_source, key)
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.
輸入結構描述
{
"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"
]
}社群
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