Initial commit: MCP Agent Tools

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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
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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.
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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.