Dify Kb MCP

dify kb mcp

Rust MCP读写服务器 迪菲 知识库。 露出6个工具 标准 （克劳德桌面，克劳德代码）或 可流式传输的HTTP （Claude Cowork，远程MCP客户端，任何支持HTTP的工具）。

工具

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安装

git clone https://github.com/prometheus-ags/dify-kb-mcp
cd dify-kb-mcp
cargo build --release
# Binary at: ./target/release/dify-kb-mcp

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配置

复制 config.toml.example 到 config.toml 并填写您的值：

[dify]
base_url = "https://dify-pro.prometheusags.ai"
api_key  = "dataset-xxxxxxxxxxxxxxxxxxxxxxxxxxxx"

[[knowledge_bases]]
name        = "vision-and-strategy"
dataset_id  = "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx"
description = "OpenClaw vision, brand OS, product strategy"

[[knowledge_bases]]
name        = "architecture-and-technical"
dataset_id  = "yyyyyyyy-yyyy-yyyy-yyyy-yyyyyyyyyyyy"
description = "Flint stack, UAR, digital twin architecture, research corpus"

[[knowledge_bases]]
name        = "content-pipeline"
dataset_id  = "zzzzzzzz-zzzz-zzzz-zzzz-zzzzzzzzzzzz"
description = "Published articles, drafts, audience feedback"

[[knowledge_bases]]
name        = "build-log"
dataset_id  = "aaaaaaaa-aaaa-aaaa-aaaa-aaaaaaaaaaaa"
description = "Decisions, experiment results, session exports"

API键也可以通过环境变量（覆盖config.toml）设置：

export DIFY_API_KEY="dataset-xxxxxxxxxxxxxxxxxxxxxxxxxxxx"
export DIFY_BASE_URL="https://dify-pro.prometheusags.ai"

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用法

stdio模式（克劳德桌面/克劳德代码）

./target/release/dify-kb-mcp

添加到克劳德桌面 claude_desktop_config.json:

{
  "mcpServers": {
    "dify-kb": {
      "command": "/path/to/dify-kb-mcp",
      "args": [],
      "env": {
        "DIFY_API_KEY": "dataset-xxxx",
        "DIFY_KB_MCP_CONFIG": "/path/to/config.toml"
      }
    }
  }
}

添加到克劳德代码 ~/.claude.json 在...之下 mcpServers:

{
  "dify-kb": {
    "command": "/path/to/dify-kb-mcp",
    "args": [],
    "env": {
      "DIFY_API_KEY": "dataset-xxxx"
    }
  }
}

HTTP模式（Claude Cowork/远程客户端）

# Default: 127.0.0.1:3456
./target/release/dify-kb-mcp --http

# Custom host/port
./target/release/dify-kb-mcp --http --host 0.0.0.0 --port 8080

# Via env vars
DIFY_MCP_HOST=0.0.0.0 DIFY_MCP_PORT=8080 ./target/release/dify-kb-mcp --http

终点：

• POST /mcp --流式HTTP MCP（初始化、工具调用等）
• GET /mcp --服务器发起的消息的SSE流（有状态模式）
• DELETE /mcp --终止会话
• GET /health --健康检查（退货 ok)

配置Claude Cowork以指向 http://localhost:3456/mcp.

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摄入对话导出

# Export a Claude Project conversation as markdown, then ingest it:
curl -X POST http://localhost:3456/mcp \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc": "2.0",
    "method": "tools/call",
    "params": {
      "name": "dify_add_document",
      "arguments": {
        "kb_name": "build-log",
        "name": "openclaw-vision-founding-2026-03.md",
        "text": "",
        "metadata": { "source": "claude-project", "date": "2026-03-26" }
      }
    },
    "id": 1
  }'

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项目

部分 普罗米修斯AGS 基础设施堆栈。 维护 @特拉维斯詹姆斯.