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公明
2025-11-17 02:43:36 +08:00
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![Preview](./img/外部MCP接入.png)
## Changelog
- 2025.11.15 Added attack chain visualization feature: automatically build attack chains from conversations using AI analysis, visualize tool execution flows, vulnerability discovery paths, and relationships between nodes, support interactive graph exploration with risk scoring
- 2025.11.15 Added large result pagination feature: when tool execution results exceed the threshold (default 200KB), automatically save to file and return execution ID, support paginated queries, keyword search, conditional filtering, and regex matching through query_execution_result tool, effectively solving the problem of overly long single responses and improving large file processing capabilities
- 2025.11.15 Added external MCP integration feature: support for integrating external MCP servers to extend tool capabilities, supports both stdio and HTTP transport modes, tool-level enable/disable control, complete configuration guide and management APIs
- 2025.11.14 Performance optimizations: optimized tool lookup from O(n) to O(1) using index map, added automatic cleanup mechanism for execution records to prevent memory leaks, and added pagination support for database queries
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- 📊 **Conversation History Management** - Complete conversation history records, supports viewing, deletion, and management
- ⚙️ **Visual Configuration Management** - Web interface for system settings, supports real-time loading and saving configurations with required field validation
- 📄 **Large Result Pagination** - When tool execution results exceed the threshold, automatically save to file, support paginated queries, keyword search, conditional filtering, and regex matching, effectively solving the problem of overly long single responses, with examples for various tools (head, tail, grep, sed, etc.) for segmented reading
- 🔗 **Attack Chain Visualization** - Automatically build and visualize attack chains from conversations, showing tool execution flows, vulnerability discovery paths, and relationships between targets, tools, vulnerabilities, and discoveries, with AI-powered analysis and interactive graph exploration
### Tool Integration
- 🔌 **MCP Protocol Support** - Complete MCP protocol implementation, supports tool registration, invocation, and monitoring