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An MCP server that parses Altium Designer binary schematic files (.SchDoc) without requiring Altium installation. Extracts components, nets, pins, and hierarchy from binary schematic data. Provides tools for parsing to JSON or Markdown, searching components, and retrieving net connections. Tested with Altium Designer v20–v24.

SWAPI MCP Server provides a simple interface to the Star Wars API (SWAPI), allowing AI assistants to retrieve information about planets from the Star Wars universe. Built with TypeScript and the Model Context Protocol SDK, it implements a single tool that enables searching for planets by name and paginating through results. The server returns planet names as text content along with metadata about the total number of results and current page, making it useful for Star Wars-related queries and demonstrations of basic API integration patterns.

53 security & enrichment MCP tools for AI agents. Contract scanning, threat intel, OSINT, crypto data, DNS/WAF recon. Pay-per-call via HTTP 402 + USDC on Base mainnet. No API keys. First call free.

Validate your agent nature through SHACL-based heartbeat analysis.

Automate web form interactions including login, file upload, text input, and form submission using Playwright.

Publish markdown and return share links using curl.

Enables natural language interface for single-cell RNA-Seq analysis using Liana. Supports reading/writing scRNA-Seq data, cell-cell communication analysis, and visualization through circle plots and dotplots.

Provides a structured, step-by-step approach to building comprehensive end-to-end test suites with Playwright. Features intelligent prompts for application analysis, test planning, infrastructure setup, page object generation, and test implementation. Includes optional enhancements for accessibility testing, API testing, and CI/CD integration.

An agentic system that turns free-tier cloud resources into working outcomes. It orchestrates six specialist agents to plan, acquire, and assemble free services into deployable applications.

This repository documents hands-on experience working with Playwright Test Agents through MCP.

An MCP server that wraps the GitHub CLI to provide comprehensive access to repository management, pull requests, issues, and workflows. It enables users to perform complex GitHub operations and interact with the GitHub API through a standardized interface.

Automatically monitors Anti-Gravity model quotas and switches the default model to the one with the highest.

Claude Code plugin for the Bizmoon MCP server: live US federal and state regulatory changes and grant programs, with citations. Free tier, no account required.

Semantic code knowledge for your stack. Hosted MCP at over 800+ pre-indexed OSS libraries (C#, Java, TS, Python, Rust, PHP+). 17 SCIP-backed tools: real source, callers, usages, tests, type hierarchies, and outline — one call each, free.

MCP server implementation that provides AI assistants with access to the Royal Spanish Academy (RAE) dictionary and linguistic resources through three core tools: get_word_info for detailed word definitions and information, get_daily_word for retrieving the RAE's word of the day, and get_random_word for discovering random dictionary entries with optional length filtering. Built in Go using the mark3labs/mcp-go framework and the go-rae API client, the implementation supports both stdio and SSE transport methods for flexible integration with language models. Designed for Spanish language learning applications, linguistic research workflows, and AI assistants requiring authoritative Spanish dictionary access for translation, definition lookup, and vocabulary enhancement tasks.

A Python-based MCP server that facilitates structured problem-solving through sequential thinking, branching, and confidence scoring. It allows users to track assumptions and manage multiple concurrent reasoning sessions to break down complex tasks.

Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON)

Enterprise autonomous support ticket resolver & deterministic CRM agent (Decagon style)

Provides an isolated workspace for testing candidate code, runs tests, and returns deterministic pass/fail verdicts. Enables automated grading of software engineering solutions by ensuring reproducible test runs.

AI skill module: genpark-seo-metadata-generator-skill