# Batch processing

The Zipic MCP Server is an image compression service implemented in Swift that provides fast and advanced image compression capabilities for LLMs through the MCP protocol.

MCP Server Whisper is an audio processing server based on OpenAI Whisper and GPT - 4o models, providing advanced audio transcription, format conversion, batch processing, and text - to - speech functions. It enables seamless interaction with AI assistants through the Model Context Protocol standard.

A Canva content generation MCP server based on TypeScript, supporting spreadsheet parsing, template creation, batch content generation, and social media posting scheduling.

The PubTator MCP Server is a biomedical literature annotation and relationship mining server based on PubTator3. It provides AI models with the functions of programmatically accessing scientific literature, obtaining annotation information, and analyzing entity relationships through the MCP protocol.

An MCP server for batch - reading memory bank files, which reduces the frequency of AI tool calls and saves time and costs by loading all files in the directory at once.

Groq MCP Server is a service that provides fast model inference through the Model Context Protocol (MCP), supporting various functions such as text generation, voice conversion, image analysis, and batch processing.

Firecrawl MCP Server is a model context protocol server integrating Firecrawl's web scraping capabilities, supporting web content crawling, searching, extraction, and batch processing, with functions such as automatic retry, rate limiting, and credit monitoring.

A high-performance PDF to Markdown service based on MCP, supporting batch processing of local files and URLs, retaining the document structure and intelligently optimizing the output.

FireCrawl MCP Server is a Model Context Protocol service integrating the advanced web crawling capabilities of FireCrawl, supporting JavaScript rendering, multi - view configuration, intelligent rate - limiting processing, and output in multiple content formats.

Firecrawl MCP Server is a Model Context Protocol server integrating Firecrawl's web scraping functions, providing functions such as web scraping, crawling, searching, content extraction, and batch processing, and supporting cloud API and self-hosted instances.

Firecrawl MCP Server is a model context protocol server integrating Firecrawl's web scraping capabilities, providing functions such as web scraping, crawling, searching, and content extraction, and supporting cloud APIs and self - hosted instances.

Atla MCP Server is a project that provides a standardized interface for LLMs to interact with the Atla SDK and use its advanced evaluation models. It supports single and batch evaluations and can manage evaluation indicators.

This project implements an MCP server for Gmail email interaction, supporting functions such as email search, content retrieval, label management, batch operations, and email sending/forwarding.

This project is a FastMCP server that provides batch file and folder operation tools, including file reading and writing, creation, moving, deletion, and other operations. It supports batch calls to tools to improve efficiency.