Development Tools

Provides dynamic access to 400+ Meraki Dashboard API endpoints with intelligent discovery, plus advanced compliance auditing (PCI DSS, HIPAA, SOC2, ISO 27001, NIST), backup/restore operations, and network security analysis. Enables natural language queries to manage Meraki networks without pre-defined tools.

Enables access to the Hugging Face Hub API to search and retrieve information about machine learning models, datasets, and their metadata. Provides comprehensive tools for exploring the Hugging Face ecosystem including model details, dataset information, and parquet file access.

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic search. Provides both CLI and MCP server interfaces so Claude Desktop can search and read your local documents.

Provides a comprehensive suite of tools for agents to access Deva Agent Resources, including social networking, AI-powered generation, web search, and file storage. It supports automated USDC payment flows for paid resources and integrates with major MCP clients like Claude Desktop and Cursor.

Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.

FlixBridge is a Model Context Protocol (MCP) server that bridges AI assistants with media management services. It provides a unified interface for monitoring downloads, managing libraries, and automating media workflows.

Enables web and local business searches through the Brave Search API. Provides general web search with pagination and filtering, plus local business search with automatic fallback to web results.

Enables traditional Chinese divination calculations through Liu Ren (六壬) chart generation. Provides tools for calculating Liu Ren divination charts based on specified dates and times, along with current time retrieval functionality.

A template for creating and connecting custom tools to Cursor IDE using Model Context Protocol with support for cheerful server responses.

Enables AI agents to search AustLII (Australian Legal Information Institute) for real Australian legislation and case law. Provides citations with direct links for legal research and verification.

Enables AI assistants to interact with the MetaTrader 5 trading platform for market data analysis, placing trades, and managing trading positions. Provides comprehensive access to forex and financial market operations through the Model Context Protocol.

Provides local-first memory storage and retrieval with automatic embedding, vector search, and knowledge graph capabilities. Enables agents to store memories locally and retrieve relevant context through hybrid search with optional Neo4j graph traversal.

Enables control of FreeCAD CAD software from Claude Desktop through natural language commands. Supports creating, editing, and managing 3D objects, executing Python code, and generating screenshots of designs.

Enables vulnerability scanning of web applications using the xray security scanner. Provides URL scanning capabilities with configurable crawlers, plugins, and POCs to detect security vulnerabilities through natural language interactions.

A comprehensive collection of 103 tools providing capabilities for text processing, data analysis, web development, and business management in a single server. It is designed for rapid deployment to Vercel and integrates seamlessly with MCP clients like Claude and Cursor to automate diverse workflows.

A meta-MCP server that uses Llama AI as an orchestrator to intelligently route requests and coordinate workflows across multiple MCP services like Stripe, GitHub, and databases. Enables complex multi-service operations with AI-driven decision making and parallel execution capabilities.

Enables AI agents to access comprehensive Pokémon data through PokeAPI, including detailed Pokémon information, type effectiveness charts, encounter locations, and search capabilities. Provides a complete toolkit for retrieving stats, abilities, sprites, battle mechanics, and wild encounter data for all Pokémon.

Provides access to Jina AI's suite of web tools including URL reading, web/image/academic search, content extraction, embeddings, and reranking capabilities. Enables AI assistants to search the web, extract content from URLs, and process information with semantic understanding.

Enables direct integration with NocoDB databases from Cursor IDE, providing complete CRUD operations, search capabilities, and specialized tools for Discord workflow automation. Features production-ready deployment with Docker support and comprehensive monitoring.

Enables natural language 3D modeling in Fusion 360 through an MCP server that translates user commands into Fusion 360 API calls. Supports creating, editing, and managing 3D objects, executing Python code, and capturing model views through conversational interactions.

Provides basic mathematical operations (addition, subtraction, multiplication, division) through a Model Context Protocol server. Enables MCP-compatible clients like chatbots to perform calculations by sending structured math requests.

Enables automated collection and AI-powered filtering of public QQ channel posts, comments, and images. Supports natural language criteria for content filtering and provides structured data storage in JSON/CSV formats.

Extracts minimal, relevant code context from multiple programming languages while analyzing diffs and optimizing imports to reduce token usage for AI assistants. Supports TypeScript/JavaScript, Python, Go, and Rust with token-aware caching.

Enables comprehensive internet search capabilities through DuckDuckGo, supporting text, images, videos, news, and books search with advanced filtering options and search operators.

Enables users to retrieve website traffic analytics data from Clicky, including visitor counts, top pages, traffic sources, and domain-specific visitor data. Provides comprehensive web analytics insights through natural language queries with support for date range filtering and detailed traffic breakdowns.

A Cloudflare Workers-hosted MCP server that provides basic mathematical operations with OAuth authentication. Demonstrates how to deploy and connect remote MCP servers to Claude Desktop and other MCP clients.

Enables discovery and analysis of research ecosystems by extracting metadata from paper URLs, GitHub repositories, and research names. Automatically finds related papers, code repositories, models, datasets, and authors across platforms like arXiv, HuggingFace, and GitHub.

Provides AI assistants with seamless access to the Humanitarian Data Exchange (HDX) API for accessing humanitarian datasets, population data, conflict events, food security information, and other critical humanitarian data. Automatically generates MCP tools from the HDX OpenAPI specification with additional custom tools for enhanced functionality.

Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure visualization.