Initial commit: MCP Agent Tools
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# Python
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__pycache__/
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*.py[cod]
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*.egg-info/
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dist/
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build/
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.venv/
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venv/
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env/
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.env
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# Data & runtime
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*.db
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*.sqlite3
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data/
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essays_data/
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knowledge_*
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# System files
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Thumbs.db
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.DS_Store
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desktop.ini
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MIT License
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Copyright (c) 2026 DVS (dvs-dvsxt)
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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# 🤖 MCP Agent Tools & Multimodal Support
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> A **FastAPI-based AI agent tool service** providing agent core tools, multimodal AI capabilities, TTS/OCR, knowledge base, essays, and utility APIs.
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This project contains two FastAPI services for AI agent assistance:
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1. **Main Agent Tools** — core agent tools: MCP endpoint, safe command execution, workspace switching, SSH session management, and permission dialogs.
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2. **Multimodal & Gadget Support** — multimodal AI (Qwen chat/ask/TTS/OCR), knowledge base management, essay recording/search, and utility APIs (WHOIS / IP / GitHub).
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---
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## 📦 Components
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### 🤖 Main Agent Tools (`agent_tools.py`)
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Agent core tools exposed via FastAPI:
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- **MCP endpoint** (`/mcp`)
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- **Safe command execution** (`execute_command_safe`)
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- **Workspace switching** (`/switch_workspace`, `/current_workspace`)
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- **SSH session management** (`/ssh/sessions`, `/ssh/cleanup`)
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- **Python runner** (`create_and_run_python`)
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- **Permission dialogs** (confirm / input) on Windows
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### 🧩 Multimodal & Gadget Support (`multimodal_gadget_support.py`)
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- **AI Chat / Ask** — Qwen (Flash / Pro) chat & ask endpoints
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- **TTS** — text-to-speech (Flash / Plus / Max)
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- **OCR** — text recognition (`/ocr`, `/ocr_advanced`)
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- **Knowledge Base** — add / query / search / manage knowledge points
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- **Essays** — record, search, view personal essays
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- **Utilities** — WHOIS, IP info, GitHub repo lookup
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- **Keyword split** — DeepSeek-based query segmentation
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---
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## 🚀 Quick Start
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### Prerequisites
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- Python 3.9+
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- `fastapi`, `uvicorn`, `pydantic`
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- Optional: `paramiko` (SSH), `openai` (AI), `pandas`, etc.
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### Run
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```bash
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pip install fastapi uvicorn pydantic
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# Run Agent Tools
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python agent_tools.py
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# Run Multimodal & Gadget Support (on another port)
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python multimodal_gadget_support.py
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```
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---
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## 📁 Project Structure
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```
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mcp/
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├── Main Agent Tools.py # 🤖 Agent core tools (FastAPI)
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├── Multimodal and Gadget Support.py # 🧩 Multimodal & gadget support (FastAPI)
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└── README.md # This document
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```
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---
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## 📄 License
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This project is licensed under the **MIT License**. See [LICENSE](LICENSE) for details.
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---
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## ⚠️ Security Note
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> This service executes **system commands** and exposes agent tools. **Run only in trusted environments.** All sensitive keys are configured via environment variables, not hardcoded.
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