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Search competitions, hackathons, jobs, internships, and scholarships on Unstop.com directly from Claude — no browser tab switching needed.

This MCP server implementation provides a code explanation service for Cloudflare Workers. It analyzes source code to generate architecture diagrams, identify core functionality, and break down components across multiple programming languages. The server uses bearer token authentication for security and is designed for use cases requiring automated code analysis, documentation generation, or AI-assisted code comprehension. It leverages Cloudflare's edge computing platform for efficient processing and deployment.

Provides design pattern templates and anti-pattern guidance to AI coding agents for correct pattern implementation.

Search medical codes including ICD-10, LOINC, and clinical terms for conditions, procedures, and drugs via natural language queries.

An MCP server that provides a persistent memory layer for AI agents by wrapping the memvid CLI. It enables users to manage memory files, perform hybrid searches, and conduct RAG-based question answering through 40 specialized tools.

Aibolit MCP Server integrates with the Aibolit Java code analyzer to help AI agents identify critical design issues in Java code. Developed by Yegor Bugayenko, it provides a specialized tool that examines Java files and highlights the most serious design flaws requiring immediate refactoring, going beyond cosmetic issues to focus on maintainability, readability, and architectural concerns. The server executes the Aibolit CLI tool against specified Java files and returns actionable feedback, making it particularly valuable for AI-assisted code reviews and refactoring sessions where identifying high-impact improvements is prioritized over superficial changes.

Search and book tours and travel experiences in 40+ countries via MCP.

Real-time credit usage and session tracking for Kiro IDE, reading from local state without auth or network.

Exposes simulated Salesforce CRM data as MCP tools for Claude Desktop, enabling customer success managers to prioritize at-risk accounts, review opportunities, cases, and Gong notes via natural language.

Provides a standardized interface for interacting with Perplexity's tools and services through a unified API, following the MCP specification.

Store-neutral protocol for what an agent is entitled to treat as warranted. Five axes — acceptance, conflict, verification, currency, sufficiency — over a bounded evidence view. Memory stores adapt to EWP. EWP does not adapt to them.

Enables querying K League official data (rankings, matches, players) via SQL using natural language, with a pre-built SQLite database.

Congressional Research Service reports — Congress's own nonpartisan analysis of statutes, federal programmes and policy options, searchable by subject and readable in full

Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.

Lets MCP clients (Claude Code, Claude Desktop) inspect a Linux home server's health over the network: uptime, load, memory, disk, Docker containers, systemd services, journal errors, and listening ports. Read-only, bearer-token secured.

Provides full programmatic access to Google Sheets, enabling CRUD operations, permission management, formatting, and spreadsheet discovery through a standardized MCP interface.

A Model Context Protocol server that provides tools for introspecting and analyzing FastAPI applications, including route discovery, model schema extraction, and source code viewing. It enables users to explore API structures, generate documentation, and debug dependency injection hierarchies through natural language.

Read-only MCP server to consult Neoenergia (Elektro) energy bills via official source with OCR, pay-per-query.

Serves engineering directives (AGENT.md and other markdown documents) to all Claude Code instances on a machine via a single Docker container, ensuring consistent code standards without copying files between projects.

An MCP (Model-Controller-Processor) server for accessing League of Legends client data. This server provides a collection of tools that communicate with the League of Legends Live Client Data API to retrieve in-game data.