Integrates with Supabase to enable natural language-driven database schema exploration, management, and read-only SQL query execution.

Manage Supabase projects end to end across database, auth, storage, and realtime. Automate migrations and schema sync, generate types and CRUD APIs, and handle roles, policies, and secrets safely. Monitor performance and security with real-time metrics, logs, and health checks.

Manage Supabase projects end to end across database, auth, storage, realtime, and migrations. Monitor performance with real-time metrics and logs, and strengthen security with audits and RLS policy helpers. Automate backups, schema sync, CRUD generation, and safe SQL execution from one place.

MCP server for Supabase CRUD operations

Same functionality while using only 1/20 of the context window tokens. Never suffer from the supabase_mcp disconnected error again! MCP initialization is now over 20× faster! Additionally, use execution queries to access your database in a strictly linear, one-dimensional manner!

MCP server for PostgREST

MCP server for interacting with Supabase

MCP Server for SupaCloud – AI-native Supabase infrastructure management

🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Build powerful Model Context Protocol integrations for databases (PostgreSQL, MSSQL) with FastAPI backend, React dashboard, and token-based auth. Perfect for multi-tenant apps and AI assistants.

Integrates with Apache Superset to enable data visualization, SQL query execution, dashboard management, and analytics workflows through authenticated API calls without leaving your conversational interface.

# **Suppr MCP - README.md** ```markdown # Suppr MCP <div align="center"> [](cursor://anysphere.cursor-deeplink/mcp/install?name=suppr&config=ewogICJjb21tYW5kIjogIm5weCIsCiAgImFyZ3MiOiBbIi15IiwgInN1cHByLW1jcCJdLAogICJlbnYiOiB7CiAgICAiU1VQUFJfQVBJX0tFWSI6ICIiCiAgfQp9) [](https://www.npmjs.com/package/suppr-mcp) [](LICENSE) AI-powered document translation and academic literature search service for MCP-compatible clients. [Features](#features) • [Quick Start](#quick-start) • [Installation](#installation) • [Tools](#tools) • [Support](#support) </div> --- ## Overview **Suppr MCP** is a Model Context Protocol (MCP) server that provides professional document translation and academic literature search capabilities. Built by the [WildData](https://wilddata.cn) team, it enables AI assistants to translate documents across 11 languages and search PubMed literature databases seamlessly. ## Features ### 📄 **Intelligent Document Translation** - **Multi-format support**: PDF, DOCX, PPTX, XLSX, HTML, TXT, EPUB - **11 languages**: English, Chinese, Japanese, Korean, French, German, Spanish, Russian, Arabic, Portuguese, Italian - **Mathematical formula optimization**: Special handling for academic papers with complex equations - **Batch processing**: Asynchronous task queue for multiple documents - **Translation history**: Track and manage all translation tasks ### 🔍 **Academic Literature Search** - **AI-driven search**: Semantic understanding for precise literature discovery - **PubMed integration**: Direct access to biomedical research database - **Rich metadata**: Returns title, abstract, authors, DOI, PMID, publication info - **Smart filtering**: Auto-select most relevant results --- ## Quick Start ### One-Click Install (Cursor) Click the button below to install Suppr MCP in Cursor: [](cursor://anysphere.cursor-deeplink/mcp/install?name=suppr&config=ewogICJjb21tYW5kIjogIm5weCIsCiAgImFyZ3MiOiBbIi15IiwgInN1cHByLW1jcCJdLAogICJlbnYiOiB7CiAgICAiU1VQUFJfQVBJX0tFWSI6ICIiCiAgfQp9) After installation: 1. Get your API key from [https://suppr.wilddata.cn/api-keys](https://suppr.wilddata.cn/api-keys) 2. Open Cursor Settings → **MCP** → Find **"suppr"** → Add your API key to `SUPPR_API_KEY` --- ## Installation ### Prerequisites - Node.js >= 18.0.0 - A Suppr API key (get one at [https://suppr.wilddata.cn/api-keys](https://suppr.wilddata.cn/api-keys)) ### Method 1: NPX (Recommended) Add to your MCP client configuration: ```json { "mcpServers": { "suppr": { "command": "npx", "args": ["-y", "suppr-mcp"], "env": { "SUPPR_API_KEY": "your_api_key_here" } } } } ``` ### Method 2: Global Installation ```bash npm install -g suppr-mcp ``` Configuration: ```json { "mcpServers": { "suppr": { "command": "suppr-mcp", "env": { "SUPPR_API_KEY": "your_api_key_here" } } } } ``` ### Method 3: Claude Desktop For macOS, edit `~/Library/Application Support/Claude/claude_desktop_config.json`: ```json { "mcpServers": { "suppr": { "command": "npx", "args": ["-y", "suppr-mcp"], "env": { "SUPPR_API_KEY": "your_api_key_here" } } } } ``` For Windows, edit `%APPDATA%\Claude\claude_desktop_config.json` with the same configuration. --- ## Tools Suppr MCP provides 4 powerful tools: ### 1. `create_translation` Create a document translation task. **Parameters:** - `file_path` (optional): Local file path - `file_url` (optional): Remote file URL - `to_lang` (required): Target language code (e.g., `"en"`, `"zh"`, `"ja"`) - `from_lang` (optional): Source language code (default: `"auto"` for auto-detection) - `optimize_math_formula` (optional): Optimize mathematical formulas (boolean) **Example:** ```json { "file_url": "https://example.com/research-paper.pdf", "to_lang": "en", "from_lang": "zh", "optimize_math_formula": true } ``` **Returns:** ```json { "task_id": "02a6c6d1-3f70-4a5a-80bc-971d53a37bb1", "status": "INIT", "consumed_point": 453, "source_lang": "zh", "target_lang": "en" } ``` --- ### 2. `get_translation` Query translation task status and retrieve results. **Parameters:** - `task_id` (required): Translation task ID **Example:** ```json { "task_id": "02a6c6d1-3f70-4a5a-80bc-971d53a37bb1" } ``` **Returns:** ```json { "task_id": "02a6c6d1-3f70-4a5a-80bc-971d53a37bb1", "status": "DONE", "progress": 1.0, "source_file_url": "https://example.com/source.pdf", "target_file_url": "https://example.com/translated.pdf", "error_msg": null } ``` **Status codes:** - `INIT`: Task initialized - `PROGRESS`: Processing - `DONE`: Completed - `ERROR`: Failed --- ### 3. `list_translations` List translation history. **Parameters:** - `offset` (optional): Pagination offset (default: 0) - `limit` (optional): Number of results (default: 20) **Example:** ```json { "offset": 0, "limit": 10 } ``` --- ### 4. `search_documents` AI-powered academic literature search via PubMed. **Parameters:** - `query` (required): Search keywords - `topk` (optional): Number of results (1-100, default: 20) - `return_doc_keys` (optional): Fields to return (e.g., `["title", "abstract", "doi"]`) - `auto_select` (optional): Auto-select best results (default: `true`) **Example:** ```json { "query": "CRISPR gene editing mechanisms", "topk": 5, "return_doc_keys": ["title", "abstract", "authors", "doi"], "auto_select": true } ``` **Returns:** ```json { "search_items": [ { "doc": { "title": "CRISPR-Cas9 editing...", "abstract": "...", "authors": ["Smith J", "Doe A"], "doi": "10.1234/example" }, "search_gateway": "pubmed" } ], "consumed_points": 20 } ``` --- ## Supported Languages | Code | Language | Code | Language | |------|----------|------|----------| | `en` | English | `zh` | Chinese | | `ja` | Japanese | `ko` | Korean | | `fr` | French | `de` | German | | `es` | Spanish | `ru` | Russian | | `ar` | Arabic | `pt` | Portuguese | | `it` | Italian | `auto` | Auto-detect | --- ## Usage Examples ### Example 1: Translate a Research Paper ``` User: "Translate this PDF to English: https://example.com/paper.pdf" Assistant uses: 1. create_translation with file_url and to_lang="en" 2. Returns task_id 3. Periodically checks with get_translation 4. Provides download link when status="DONE" ``` ### Example 2: Search Literature ``` User: "Find recent papers about quantum computing" Assistant uses: search_documents with query="quantum computing" and topk=10 Returns: List of relevant papers with titles, abstracts, and DOIs ``` --- ## Error Handling | Code | Message | Solution | |------|---------|----------| | **401** | Invalid API key | Check your `SUPPR_API_KEY` environment variable | | **400** | Invalid parameters | Review parameter format and requirements | | **404** | Task not found | Verify the task_id is correct | --- ## FAQ ### Q: How do I get an API key? **A:** Visit [https://suppr.wilddata.cn/api-keys](https://suppr.wilddata.cn/api-keys) to generate your free API key. ### Q: What file formats are supported? **A:** PDF, DOCX, PPTX, XLSX, HTML, TXT, and EPUB files. ### Q: How long does translation take? **A:** Processing time varies by file size. Use `get_translation` to check progress. ### Q: Can I translate without uploading files? **A:** Yes, provide a publicly accessible `file_url` instead of `file_path`. ### Q: Is there a file size limit? **A:** Limits depend on your account tier. Check [API documentation](https://openapi.suppr.wilddata.cn/introduction) for details. --- ## Resources - 🌐 **Web Platform**: [https://suppr.wilddata.cn](https://suppr.wilddata.cn) - 📚 **API Documentation**: [https://openapi.suppr.wilddata.cn/introduction](https://openapi.suppr.wilddata.cn/introduction) - 🔬 **PubMed Search**: [https://suppr.wilddata.cn/](https://suppr.wilddata.cn/) - 🧪 **Deep Research**: [https://suppr.wilddata.cn/deep-research](https://suppr.wilddata.cn/deep-research) - 🔌 **Zotero Plugin**: [https://github.com/WildDataX/suppr-zotero-plugin](https://github.com/WildDataX/suppr-zotero-plugin) --- ## Support - **GitHub**: [https://github.com/WildDataX](https://github.com/WildDataX) - **Email**: [IT@wilddata.cn](mailto:IT@wilddata.cn) - **Website**: [https://wilddata.cn](https://wilddata.cn) --- ## License MIT License - see [LICENSE](LICENSE) file for details. --- <div align="center"> **Made with ❤️ by [WildData Team](https://wilddata.cn)** If you find Suppr MCP useful, please ⭐ star this repository! </div> ``` --- ## **额外提供的文件内容：** ### **package.json 示例** (如果需要) ```json { "name": "suppr-mcp", "version": "1.0.0", "description": "AI-powered document translation and academic literature search MCP server", "keywords": [ "mcp", "translation", "academic", "pubmed", "research", "ai" ], "author": "WildData Team", "license": "MIT", "homepage": "https://github.com/WildDataX/suppr-mcp", "repository": { "type": "git", "url": "https://github.com/WildDataX/suppr-mcp.git" }, "bugs": { "url": "https://github.com/WildDataX/suppr-mcp/issues" } } ```

Integrates with SureChEMBL's chemical patent database to enable patent searches, chemical compound discovery, structure analysis, and data export for pharmaceutical research and intellectual property analysis.

The official MCP server for SurrealDB

MCP server for retrieving context from a tablestore vector database

A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.

AI-powered task agent enabling natural language task management via MCP-based agents, with secure FastAPI APIs, hierarchical workflows, and a decoupled, production-ready web architecture

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The easiest, and most secure way to access and protect all of your infrastructure.

The community development of a MCP server for a Teradata database

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.