APIs & Services

Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or local sources, providing performance metrics, resource monitoring, shuffle analysis, and automated optimization recommendations with interactive HTML reports.

Enables AI assistants to manage CloudLab/Emulab experiments, including listing experiments, controlling nodes (reboot, reload, power cycle), retrieving console logs, extending experiment time, and terminating experiments.

A robust TypeScript boilerplate project for building Model Context Protocol (MCP) servers, featuring example implementations for tools like calculators and weather services, alongside resource management for system info and configuration files.

A financial data MCP server that provides real-time stock prices, historical performance analysis, and detailed company metrics via the Yahoo Finance API.

A comprehensive MCP server providing Claude with full Trello API access, enabling the management of boards, lists, cards, and attachments through natural language via secure Nango OAuth authentication.

A Model Context Protocol server that integrates with the Freelo project management API to manage tasks, track subtask progress, and retrieve file attachments from comments.

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Avro (beta): https://www.cdata.com/download/download.aspx?sku=JNZK-V&type=beta

Enables access to the Gallica digital library of the Bibliothèque nationale de France for searching titles, authors, and dates, with advanced tools to retrieve metadata, OCR text, and IIIF images.

A comprehensive TikTok data scraper that provides unauthorized access to post analytics, user profiles, trending hashtags, and watermark-free download links across different countries.

A Model Context Protocol server that provides jokes on demand, allowing users to request different types of jokes (Chuck Norris, Dad jokes, etc.) through Microsoft Copilot Studio or GitHub Copilot.

Enables AI agents to interact with the Nager MCP UI API through standardized Model Context Protocol tools. It provides a bridge for accessing date-related functionalities and public holiday information from date.nager.at.

A comprehensive MCP server providing real-time weather data, 5-day forecasts, air quality indices, and weather comparisons via the OpenWeatherMap API.

A demonstration MCP server that provides a mock stock search tool, designed to showcase basic protocol implementation by returning humorous, rude responses.

A specialized MCP server for querying Chinese university discipline assessments, providing multi-dimensional analysis of school rankings, subject strengths, and regional educational distributions.

A robust MCP server that integrates Alpaca's Trading API, enabling AI assistants to perform stock, option, and crypto trades, manage portfolios, and access real-time market data.

Enables interaction with Figma files through intelligent API access, providing navigation, asset extraction, and design token retrieval with 95% token-optimized compact tree output format.

A comprehensive MCP server for AWS CDK development that provides architectural guidance, security compliance via CDK Nag, GenAI construct discovery, and automated OpenAPI schema generation for Bedrock Agents.

A YouTube Transcript MCP server that enables AI assistants to fetch and analyze video transcripts using YouTube IDs or URLs with support for multiple language preferences.

Enables AI assistants like Claude to interact with Reflect notes through OAuth authentication, allowing users to retrieve graph lists and append content to daily notes.

Bridges LLMs with IBM QRadar SIEM by providing access to over 728 REST API endpoints through four intelligent tool definitions. It enables security analysts to interact with offenses, assets, and rules using natural language while maintaining high token efficiency.

A template project for building Model Context Protocol servers with FastMCP framework, Docker support, and example CRUD API implementation to help developers quickly bootstrap their own MCP servers.

A Flask-based reference implementation of the Model Context Protocol using stateless HTTP transport, featuring example tools for generating random numbers and sentences.

Provides web content extraction, search capabilities (web, arXiv, SSRN, images), semantic deduplication, and reranking through Jina AI's Reader, Embeddings, and Reranker APIs.

A tool-set for querying Goatcounter web analytics data, including real-time pageviews, visitor demographics, and traffic sources through a standardized MCP interface.

A template for deploying MCP servers to Cloudflare Workers with built-in OAuth authentication and SSE transport support. It enables secure, remote access to MCP tools from Claude Desktop and other clients via HTTP.

A comprehensive MCP server for Chinese traditional calendar services, including BaZi calculations, almanac queries, and solar-lunar conversions based on the lunar-python library.

Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, including volume operations, snapshot creation, and bucket management. It allows users to interact with storage resources and retrieve performance metrics using natural language or custom API requests.

A secure MCP server that allows AI assistants to search and read Fastmail emails using the JMAP API, providing tools to list mailboxes and retrieve full message content.

A Model Context Protocol server for the fal-ai/ideogram/v3 API, specializing in high-quality image generation with advanced text rendering, style controls, and automatic local image management.

An MCP server providing structured access to historical and current Formula 1 data including drivers, circuits, and race results using the F1DB dataset.