Initial commit: MCP Agent Tools

.gitignore

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+# Python
+__pycache__/
+*.py[cod]
+*.egg-info/
+dist/
+build/
+.venv/
+venv/
+env/
+.env
+
+# Data & runtime
+*.db
+*.sqlite3
+data/
+essays_data/
+knowledge_*
+
+# System files
+Thumbs.db
+.DS_Store
+desktop.ini

LICENSE

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+MIT License
+
+Copyright (c) 2026 DVS (dvs-dvsxt)
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

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+# 🤖 MCP Agent Tools & Multimodal Support
+
+> A **FastAPI-based AI agent tool service** providing agent core tools, multimodal AI capabilities, TTS/OCR, knowledge base, essays, and utility APIs.
+
+This project contains two FastAPI services for AI agent assistance:
+
+1. **Main Agent Tools** — core agent tools: MCP endpoint, safe command execution, workspace switching, SSH session management, and permission dialogs.
+2. **Multimodal & Gadget Support** — multimodal AI (Qwen chat/ask/TTS/OCR), knowledge base management, essay recording/search, and utility APIs (WHOIS / IP / GitHub).
+
+---
+
+## 📦 Components
+
+### 🤖 Main Agent Tools (`agent_tools.py`)
+Agent core tools exposed via FastAPI:
+- **MCP endpoint** (`/mcp`)
+- **Safe command execution** (`execute_command_safe`)
+- **Workspace switching** (`/switch_workspace`, `/current_workspace`)
+- **SSH session management** (`/ssh/sessions`, `/ssh/cleanup`)
+- **Python runner** (`create_and_run_python`)
+- **Permission dialogs** (confirm / input) on Windows
+
+### 🧩 Multimodal & Gadget Support (`multimodal_gadget_support.py`)
+- **AI Chat / Ask** — Qwen (Flash / Pro) chat & ask endpoints
+- **TTS** — text-to-speech (Flash / Plus / Max)
+- **OCR** — text recognition (`/ocr`, `/ocr_advanced`)
+- **Knowledge Base** — add / query / search / manage knowledge points
+- **Essays** — record, search, view personal essays
+- **Utilities** — WHOIS, IP info, GitHub repo lookup
+- **Keyword split** — DeepSeek-based query segmentation
+
+---
+
+## 🚀 Quick Start
+
+### Prerequisites
+- Python 3.9+
+- `fastapi`, `uvicorn`, `pydantic`
+- Optional: `paramiko` (SSH), `openai` (AI), `pandas`, etc.
+
+### Run
+
+```bash
+pip install fastapi uvicorn pydantic
+
+# Run Agent Tools
+python agent_tools.py
+
+# Run Multimodal & Gadget Support (on another port)
+python multimodal_gadget_support.py
+```
+
+---
+
+## 📁 Project Structure
+
+```
+mcp/
+├── Main Agent Tools.py              # 🤖 Agent core tools (FastAPI)
+├── Multimodal and Gadget Support.py # 🧩 Multimodal & gadget support (FastAPI)
+└── README.md                        # This document
+```
+
+---
+
+## 📄 License
+
+This project is licensed under the **MIT License**. See [LICENSE](LICENSE) for details.
+
+---
+
+## ⚠️ Security Note
+
+> This service executes **system commands** and exposes agent tools. **Run only in trusted environments.** All sensitive keys are configured via environment variables, not hardcoded.