openrouter-deep-research-mcp

概述

OpenRouter Agents MCP 服务器是一个生产就绪的平台，它协调异步 AI 代理网络进行基于共识的研究。该服务器使用 WebAssembly 构建索引化的 PGlite 数据库，提供混合搜索能力、SQL 执行和复杂的代理通信协议。它支持 HTTP 和 STDIO 传输模式，并包括基于嵌入的模型路由、会话管理和知识图谱探索等高级功能。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• research

  Async research that returns a job ID

  试试:Research the impact of AI on climate change试试:Conduct research on quantum computing advancements
• conduct_research

  Synchronous research with streaming results

  试试:Research latest developments in renewable energy试试:Analyze market trends in electric vehicles
• batch_research

  Parallel batch queries for multiple research topics

  试试:Research AI, blockchain, and IoT simultaneously试试:Run parallel research on three different medical conditions
• search

  Hybrid BM25+vector search across the knowledge base

  试试:Search for information about machine learning试试:Find articles about sustainable agriculture
• retrieve

  Retrieve data from index or perform SQL query

  试试:Retrieve all documents about climate change试试:Get recent research reports
• query

  SQL SELECT query with parameters

  试试:Query all reports published after January 2023试试:Find research with confidence score above 0.8
• graph_traverse

  Explore the knowledge graph connections

  试试:Traverse connections from AI research试试:Explore relationships between climate studies
• graph_clusters

  Find node clusters in the knowledge graph

  试试:Find clusters related to AI ethics试试:Identify research communities on renewable energy
• list_rails

  List rails, tunnels, routes, and consensus sessions

  试试:Show all active research tunnels试试:List available research rails
• ping

  Health check for the server

  试试:Check if the research server is online试试:Ping the server
• get_server_status

  Get full server diagnostics and status

  试试:Provide server status report试试:Show system diagnostics
• list_tools

  List all available tools on the server

  试试:What tools are available?试试:Show me all research capabilities

可对比工具

安装

npx @terminals-tech/openrouter-agents --stdio

{
  "mcpServers": {
    "openrouter-agents": {
      "command": "npx",
      "args": ["@terminals-tech/openrouter-agents"],
      "env": {
        "OPENROUTER_API_KEY": "sk-or-..."
      }
    }
  }
}

FAQ

支持哪些模型？

支持高价模型（Claude、GPT-5、Gemini 3）和低价模型（Gemini Flash、Claude Haiku），使用基于嵌入的路由进行优化选择。

多智能体研究如何工作？

系统将复杂查询分解为子查询，分配给专业代理，并通过基于共识的协议和正确引用合成结果。

openrouter-deep-research-mcp 对比