Data Science & ML Servidores MCP

StarRocks

Provides a standardized Model Control Protocol (MCP) interface for AI models to interact with StarRocks databases.

Patent Integration

Configures a server for integrating patent data from multiple API sources.

Datasette

Provides read-only access to Datasette databases for AI assistants via the Model Context Protocol.

HK Food

Provides access to government food-related data in Hong Kong through a FastMCP interface.

NasCoder Perplexity

Integrates advanced Perplexity AI capabilities into an MCP server for AI-powered search, research, and data analysis.

DWF Analyzer

Analyzes DWF (Design Web Format) files, extracting metadata and images, and performing visual analysis using Amazon Bedrock's Nova Pro model.

PDF Reader

Extracts and processes content, metadata, and specific pages from PDF documents following the Model Context Protocol (MCP) specification.

Istio

Provides AI assistants with read-only access to Istio service mesh resources and Envoy proxy configurations in Kubernetes clusters.

Image Analyzer

Integrate powerful image analysis capabilities into MCP-enabled applications, leveraging local Ollama models for privacy-focused processing without API keys.

Execution System

Empowers users to manage actions, projects, and goals through natural language commands within an AI conversation, eliminating context-switching.

Xiaobenyang Tools

Encapsulates a suite of news-related tools for models to access via standardized interfaces.

Image Tools

Empowers AI agents with specialized capabilities for precise image analysis, including exact measurements, detailed color extraction, and advanced text and shape detection.

HuanMeng Server

Provides a lightweight, extensible, and JSON-driven server implementation for the Model Context Protocol.

Datalog Studio

Integrates data catalog tasks, collections, and master data management into the Gemini CLI using natural language.

Claude Orator

Optimizes Claude Code prompts by analyzing quality, auto-selecting Anthropic techniques, and generating structurally enhanced scaffolds.

WSO2 Docs

Empowers AI assistants with RAG-based semantic search over WSO2 documentation, leveraging multiple embedding providers and a pgvector backend.

Open Notebook

Connects AI assistants to an Open Notebook instance, enabling natural language management of notebooks, sources, notes, and AI models.

Video Analyzer

Intelligently analyzes video content, offering features like multi-platform video download, audio transcription, smart frame extraction, image recognition, and content summarization via an HTTP API.

Hebline

Routes API requests for AI agents to the optimal provider based on cost, quality, and latency, while providing comprehensive cost visibility.

StreamKit

Provides an open-source, self-hostable platform for real-time image transformations, adaptive video streaming, and comprehensive digital asset management.