Data Science & ML Servidores MCP

WebSearch

Enables Claude to access the internet via the Model Context Protocol (MCP) for advanced web searching and content extraction.

Ebird

Connects AI assistants to the eBird API, providing access to bird observation data, hotspots, and taxonomy.

Aeron Cache

Provides a low-latency, clustered key-value store with HTTP and WebSocket interfaces, designed for cloud-native deployment.

RAG

Implements Retrieval-Augmented Generation (RAG) with a focus on comparison tasks, as demonstrated by the included example comparing PydanticAI and LangGraph.

SureChEMBL

Accesses the SureChEMBL chemical patent database to retrieve and analyze chemical structures and associated patent documents.

Base64 Server

Encodes and decodes text and images to and from Base64 format, integrating seamlessly into AI workflows.

Gemini Server

Exposes Google's Gemini model capabilities as MCP tools for integration with other LLMs and systems.

Custom Context

Structures and extracts data from text according to JSON templates.

NebulaFinger

Empowers large language models with the ability to perform web and service fingerprinting.

Coding Assistant

Provides context-aware code assistance, explanations, and suggestions directly related to local project files.

Turkey Weather

Provides current weather information for cities in Turkey through an MCP interface.

MCP-RAG

Orchestrates multi-agent AI workflows for business analysis by combining Model Context Protocol (MCP) with Retrieval-Augmented Generation (RAG).

Zentala

Provides an implementation of a Model Context Protocol (MCP) server for AI-powered transcription features.

LLDB

Provides LLDB debugging functionality for use with Claude or other AI assistants.

Hong Kong City

Provides access to Hong Kong government city data, including ambulance service indicators, through a FastMCP interface.

eBay

Enables Large Language Models (LLMs) to query live eBay data using natural language by exposing it through a Model Context Protocol (MCP) interface.

DuckDuckGo Web Search

Enables web searches using DuckDuckGo and fetches/summarizes content from the results using the Jina API.

Ephor Collaboration

Facilitates collaborative debates between multiple AI agents, enabling them to discuss and reach consensus on user prompts.

Evo Supergateway

Interfaces with the Evolution API by setting up an stdio MCP server and exposing it as a server-sent events (SSE) endpoint.

Mcpmongo

Integrates MongoDB with the Model Context Protocol (MCP) to enable AI assistants to interact with databases.