nogueiraguh 0f5c805601 feat: integrate MCP servers as tools in Chat Agent with function calling ...

Add MCP tool discovery (auto + manual), tool execution via MCP SDK,
and GenAI function calling loop (Cohere + Generic formats) so the
chat agent can invoke MCP server tools during conversations.

- Add mcp SDK dependency
- New endpoints: discover-tools, update tools
- Modify _call_genai to support tools/tool_results and return (text, tool_calls)
- Tool use loop in chat endpoint (max 5 iterations)
- Frontend: tools management in MCP cards, chat toggle, tools_used display
- Multi-table ADB vector search, enriched embeddings, preview chunks
- Orphaned report cleanup on container restart
- Nginx no-cache headers, searchable dropdowns, editable vector tables

2026-03-04 23:15:27 -03:00

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