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MCP server for reading, writing, and rendering Scapple (.scap) files

Lets AI assistants read, command, and debug microcontrollers over a serial connection via MCP. Provides tools for serial port discovery, reading serial output, sending commands, and decoding register values.

Coda MCP Server acts as a bridge between AI assistants and the Coda API, allowing interaction with Coda documents through a standardized interface. Built with TypeScript and the Model Context Protocol SDK, it provides tools for listing, creating, reading, updating, and duplicating pages within a specified Coda document. The server communicates over standard input/output, requires a Coda API key and document ID for authentication, and can be easily added to AI assistants like Cursor or Claude Desktop through a simple npx command. It's particularly useful for collaborative document management, content creation, and knowledge base maintenance directly from AI assistant conversations.

Provides access to Google Search Console to retrieve and analyze search performance data including queries, pages, and rankings. It enables users to perform rich data analysis through customizable reporting periods and dimensions using the Search Console API.

A remote MCP server deployed on Cloudflare Workers with OAuth, enabling tools like math operations and integration with Claude Desktop via SSE.

Evaluates websites for crawling compliance and safety by analyzing robots.txt files, detecting anti-crawling mechanisms, identifying sensitive data, checking copyright restrictions, and scanning for exposed endpoints to provide three-tier risk ratings with specific recommendations for compliant web scraping strategies.

Sample MCP server using Typescript

This MCP server implementation provides a bridge to Data.gov, enabling AI assistants to interact with government datasets. Developed by Joao Bondan, it offers tools for searching packages, retrieving dataset details, listing groups and tags, and accessing specific resources. The server is designed to facilitate data-driven analysis and research using public government information, making it valuable for projects requiring access to official U.S. datasets.

Provides access to VisiData functionality for data analysis, visualization, and transformation across multiple formats. Supports advanced features like correlation heatmaps, skills analysis, salary benchmarking, and statistical distribution plots.

Deploys Microsoft's Playwright MCP server to Render, providing a public MCP URL for streamable HTTP or SSE connections. Enables browser automation and interaction via natural language in clients like Cursor, Cline, Claude, and VS Code.

Bridges your Nightscout CGM data with AI assistants via the Model Context Protocol, enabling natural language queries about glucose readings, treatments, statistics, and pattern analysis.

Env-conditioned stack-trace retrieval for agent debugging over MCP, enabling search for known fixes, contribution of new solutions, and feedback-driven ranking.

MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, and workflows directly into Claude, Cursor, and other AI coding assistants.

Enables Claude to access real-time weather data and alerts, including forecasts and severe weather warnings, by providing tools like get-forecast and get-alerts.

Multi-jurisdictional legal AI MCP server for Spanish, Latin American, and European law. 11 tools: analyze, audit, draft, jurisprudencia search (CENDOJ ~141k + Colombian courts ~106k), cross-border comparison, Monte Carlo litigation simulation, doctrina, redteam, and more. ISO 31000 certainty locks. Zero Retention. GDPR/LGPD compliant. Install: npx -y @nexus-legal/mcp

Access Ahrefs SEO data through Model Context Protocol (MCP) for comprehensive SEO analysis, keyword research.

Provides up-to-date information for Rust and Slint development by fetching real-time data from GitHub repositories, including package search, UI components, release news, and development resources with automatic caching and refresh capabilities.

GenPark search API integration skill. Matches query parameters, extracts references and outputs formatted citations.

Searchable atlas of 2,400 castles, fortresses and palaces worldwide, with facts from Wikidata (CC0). Tools for name search, nearby lookup by coordinates, fame ranking, per-country listings and aggregate statistics — read-only, no API key.

An MCP server for EufyLife smart scale body composition data, exposing weight, BMI, body fat, muscle mass, and 20+ other measurements as tools for AI assistants.