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Explorer/MCP/apetta/diagrams-mcp

Diagrams

apetta/diagrams-mcp

A local/remote MCP server for generating infrastructure and architecture diagrams as code using the Python [diagrams](https://diagrams.mingrammer.com/) library ## Features **5 Diagram Tools** for infrastructure, architecture, and flowcharts: - **Infrastructure Diagrams** - 15+ providers (AWS, Azure, GCP, K8s, On-Prem, SaaS) - **500+ Node Types** - Compute, database, network, storage, security - **Custom Icons** - Web URLs (HTTPS) and local files - **Flowcharts** - 24 shapes for process diagrams - **Validation** - Dry-run before generation **Advanced Capabilities:** - Multiple output formats (PNG, PDF, JPG, DOT) - Cluster grouping with unlimited nesting - Edge styling (colours, labels, line styles) - Graphviz attribute customisation ## Installation **System Requirements:** - Graphviz must be installed: - macOS: `brew install graphviz` - Ubuntu/Debian: `sudo apt-get install graphviz` - Windows: Download from https://graphviz.org/download/ ### IDEs [![Install in VS Code](https://img.shields.io/badge/VS_Code-Install_diagrams-0098FF?style=flat-square&logo=visualstudiocode&logoColor=ffffff)](vscode:mcp/install?%7B%22name%22%3A%22diagrams%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22diagrams-mcp%22%5D%7D) [![Install MCP Server](https://cursor.com/deeplink/mcp-install-dark.svg)](https://cursor.com/en-US/install-mcp?name=diagrams&config=eyJjb21tYW5kIjoidXZ4IGRpYWdyYW1zLW1jcCJ9) ### Claude Desktop Add to your `claude_desktop_config.json`: **For published package:** ```json { "mcpServers": { "diagrams": { "command": "uvx", "args": ["diagrams-mcp"] } } } ``` **For local development:** ```json { "mcpServers": { "diagrams:local": { "command": "uv", "args": [ "--directory", "/ABSOLUTE/PATH/TO/diagrams-mcp", "run", "diagrams-mcp" ] } } } ``` ### Claude Code **Quick setup (CLI):** Published package: ```bash claude mcp add --transport stdio math -- uvx diagrams-mcp ``` **Team setup (project-level):** Add `.mcp.json` to your project root: ```json { "mcpServers": { "diagrams": { "command": "uvx", "args": ["diagrams-mcp"] } } } ``` **Verify installation:** ```bash claude mcp list ``` Or check in IDE: View → MCP Servers, or use `/mcp` command. ## Try It Once installed, try these prompts: - "Create an AWS 3-tier web application diagram with Route53, ELB, EC2 instances, and RDS" - "Generate a Kubernetes microservices architecture with ingress, services, and pods" - "Build a flowchart for a CI/CD pipeline with decision points" - "Create a diagram using a custom icon from my company logo URL" - "Show me all available AWS compute nodes" Map to tools: `create_diagram`, `create_diagram_with_custom_icons`, `create_flowchart`, `list_available_nodes`, `validate_diagram_spec` ## Tool Reference All tool parameters and descriptions are available in your IDE's autocomplete. ### Diagram Generation (3 tools) | Tool | Description | | ---------------------------------- | ------------------------------------------------------------ | | `create_diagram` | Full infrastructure/architecture diagrams with all providers | | `create_diagram_with_custom_icons` | Diagrams with custom node icons from URLs or local files | | `create_flowchart` | Simplified flowchart creation with 24 process shapes | ### Discovery & Validation (2 tools) | Tool | Description | | ----------------------- | ------------------------------------------------------------- | | `list_available_nodes` | Search 500+ available nodes by provider, category, or keyword | | `validate_diagram_spec` | Dry-run validation before generation | ## Custom Icons ### Web URL Icons - HTTPS-only (HTTP rejected) - 5MB file size limit - 5-second download timeout - Image format validation (PNG, JPG) - Automatic caching (~/.diagrams_mcp/icon_cache) ### Local File Icons - Path validation (file must exist) - Format validation - Sandboxed execution

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Vibe Math
A local/remote high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculation speed and comprehensive mathematical capabilities from basic arithmetic to advanced calculus and linear algebra ## Local Installation ### IDEs [![Install in VS Code](https://img.shields.io/badge/VS_Code-Install_Math-0098FF?style=flat-square&logo=visualstudiocode&logoColor=ffffff)](vscode:mcp/install?%7B%22name%22%3A%22Math%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22vibe-math-mcp%22%5D%7D) [![Install MCP Server](https://cursor.com/deeplink/mcp-install-dark.svg)](https://cursor.com/en-US/install-mcp?name=Math&config=eyJjb21tYW5kIjoidXZ4IHZpYmUtbWF0aC1tY3AifQ%3D%3D) ### Claude Desktop Open **Settings > Developer > Edit Config** and add: **For published package:** ```json { "mcpServers": { "Math": { "command": "uvx", "args": ["vibe-math-mcp"] } } } ``` ### Claude Code **Quick setup (CLI):** Published package: ```bash claude mcp add --transport stdio math -- uvx vibe-math-mcp ``` **Team setup** (create `mcp.json` in project root for shared use with Claude Code and/or IDEs) ```json { "mcpServers": { "math": { "command": "uvx", "args": ["vibe-math-mcp"] } } } ``` **Verify:** Run `claude mcp list` or use `/mcp` or view available servers in IDEs. ### Try it - "Calculate 15% of 250" → uses `percentage` - "Find determinant of [[1,2],[3,4]]" → uses `matrix_operations` - "Integrate x^2 from 0 to 1" → uses `integral` - "If I invest $1000 at 5% annual interest compounded monthly for 10 years, what will be the future value?" → uses `compound_interest` - If I was paid the square root of $69m in 10 years, what's the present value at 7% discount rate? → uses `batch_execute (calculate -> financial_calcs)` ## Output Control All tools automatically support output control for maximum flexibility and token efficiency. The LLM can specify the desired verbosity. Control response verbosity using the `output_mode` parameter (available on **every tool**): | Mode | Description | Token Savings | Use Case | | --------- | -------------------------------------------------- | ------------- | ------------------------------------------- | | `full` | Complete response with all metadata (default) | 0% (baseline) | Debugging, full context needed | | `compact` | Remove null fields, minimize whitespace | ~20-30% | Moderate reduction, preserve structure | | `minimal` | Primary value(s) only, strip metadata | ~60-70% | Fast extraction, minimal context | | `value` | Normalized `{value: X}` structure | ~70-80% | Consistent chaining, maximum simplicity | | `final` | For sequential chains, return only terminal result | ~95% | Simple calculations, predictable extraction | ## Batch Execution For multi-step workflows, `batch_execute` chains multiple calculations in a single request—**achieving 90-95% token reduction**. Reference prior outputs using `$operation_id.result` syntax, and the engine automatically handles dependency resolution and parallel execution for speed. **Perfect for:** Bond pricing, financial models, statistical pipelines, complex transformations ## Complete Tool Reference **Note:** All tool parameters include detailed descriptions with concrete examples directly in the MCP interface. 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