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Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current weather conditions and multi-day forecasts for any location using latitude and longitude coordinates.

Enhances agent-built websites with proper schema.org structured data for SEO, rich snippets, and search engine.

IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/K8s.

Astravue is a project management platform supporting natural language control of projects, tasks, time tracking, and team collaboration. The MCP server provides API access to Astravue's workspace, enabling AI agents to manage and query project data on behalf of users.

Generate a full week of social media content for any topic.

Enables secure interaction with MySQL databases through SQL queries, supporting read-only operations without approval and write operations with user confirmation.

Global creator network campaign matcher & ROI predictor (SparkFly style)

Enables AI music generation and management through the Suno API, supporting text prompts, custom lyrics, track status monitoring, and credit management.

The finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations

Example Sales Data Analysis with Python, FastMCP, and Gemini

Audit and analyze Solidity smart contracts for security vulnerabilities.

Add 8 security governance layers to your OpenClaw agent — budget controls, permissions, audit logging, kill switch.

Crowdsourced gig fleet and multi-modal express logistics platform (Shadowfax style)

Local **Expo / React Native** app builder runner for my OpenClaw server.

A Model Context Protocol server that extends Claude's capabilities by providing tools to interact with the Solana blockchain, allowing AI agents to perform operations like executing transactions, managing wallets, and accessing token information.

Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Drive with comprehensive data profiling tools including schema inference, missing value reports, correlation analysis, and outlier detection. Supports exporting analytical reports in multiple formats to local storage or Google Drive.

Heterogeneous search synthesis to interactive comparison layout (Genspark Sparkpages)

A small, readable MCP learning project implemented in TypeScript that uses a local JSON notebook to demonstrate core MCP features such as tools, resources, prompts, sampling, and notifications.

Showcase & demos for switchcore - MCP Meta-Router

Exposes Riftrunner AI's knowledge surface—models, pricing, FAQ, and links—to MCP-compatible clients. Read-only, zero-config, and requires no API keys.