AI/ML Research Papers
AI/ML research papers from arXiv, DBLP, and HuggingFace
我该使用它吗
质量与安全性
A
基于对工具定义和协议合规性的自动分析。
上下文开销
~363token 数（工具定义）
~1.0 KB典型响应大小
对注意力的影响极小（占 128k 上下文窗口的 0.28%）
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"ai": {
"url": "https://ai.memoryapi.org/mcp"
}
}
}远程端点
https://ai.memoryapi.org/mcpstreamable-http它能做什么
工具清单
工具（3）
🟢 只读🟡 写入🔴 删除⚪ 未知
🟢get_ai_papers(type, q, date, limit)
Get trending or searched AI/ML research papers from HuggingFace Papers. Returns trending papers for a given date or search results by keyword.
输入模式
{
"type": "object",
"properties": {
"type": {
"type": "string",
"description": "trending or search (default: trending)",
"default": "trending"
},
"q": {
"type": "string",
"description": "Search query (for type=search)"
},
"date": {
"type": "string",
"description": "Date for trending papers (YYYY-MM-DD, default: yesterday)"
},
"limit": {
"type": "number",
"description": "Number of results (max 25)",
"default": 10
}
}
}🟢search_arxiv_ai(q, category, limit)
Search arXiv for AI/ML papers by keyword and category. Returns recent submissions sorted by date.
输入模式
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "Keyword search query",
"default": "large language model"
},
"category": {
"type": "string",
"description": "arXiv category: cs.AI, cs.LG, cs.CL, cs.CV, cs.RO, stat.ML (default: cs.LG)",
"default": "cs.LG"
},
"limit": {
"type": "number",
"description": "Number of results (max 20)",
"default": 10
}
}
}🟢search_dblp(q, author, limit)
Search DBLP computer science bibliography for publications or authors. Free, no key required.
输入模式
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "Publication search query",
"default": "transformer attention"
},
"author": {
"type": "string",
"description": "Search by author name instead of publication title"
},
"limit": {
"type": "number",
"description": "Number of results (max 25)",
"default": 10
}
}
}推荐提示词
search_research
Search for information about [topic] using AI/ML Research Papers
预期工具：
search_arxiv_aifind_specific
Find [specific item] using AI/ML Research Papers
预期工具：
search_arxiv_airetrieve_data
Get details about [item] from AI/ML Research Papers
预期工具：
get_ai_papersfetch_info
Fetch [information type] using AI/ML Research Papers
预期工具：
get_ai_papersresearch_workflow
Search for [topic], then get detailed information about the top results using AI/ML Research Papers
预期工具：
search_arxiv_aiget_ai_papers社区
证据
最近观测
已验证未记录版本3 个工具
已验证未记录版本3 个工具