brain-in-the-fish

概述

Brain in the Fish是一个MCP服务器，通过将文档分解为OWL知识图谱来评估内容，每个声明都链接到精确的来源引用。它基于结构证据对内容进行评分，能识别出没有支持的声明和幻觉。服务器提供三种 verdict类型：CONFIRMED（证据匹配分数）、FLAGGED（分数超过证据）和REJECTED（无证据）。它支持通过来源文本检查和可选的网络搜索进行验证。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• evaluate

  Evaluate a document to get a score, knowledge graph, and verdict

  试试:Evaluate this policy document for evidence-backed claims试试:Assess the quality of this tender response methodology试试:Check this essay for circular reasoning and fabricated citations
• demo

  Run demonstrations showing REJECTED, CONFIRMED, and FLAGGED verdicts

  试试:Show me the demo with all three verdict types试试:Demonstrate how BITF evaluates different document types
• serve

  Start the MCP server for Claude integration

  试试:Start the brain-in-the-fish server试试:Run BITF as an MCP server

说明：Inferred tool names from CLI commands throughout the README, as no explicit MCP tools section was found. The MCP server appears to expose these core functions through an MCP interface.

可对比工具

安装

git clone https://github.com/fabio-rovai/brain-in-the-fish.git
cd brain-in-the-fish
cargo build --release

# 作为MCP服务器运行
brain-in-the-fish serve

{
  "mcpServers": {
    "brain-in-the-fish": {
      "command": "/path/to/brain-in-the-fish-mcp"
    }
  }
}

FAQ

支持什么文件格式？

系统主要支持PDF文档，但README也提到可以评估论文、政策文档和临床报告。

验证需要网络连接吗？

不需要，基本验证仅检查源文档。可选的网页验证可以通过--verify标志启用。

brain-in-the-fish 对比