Data Science & ML MCP Servers

TfNSW Realtime Alerts

Enables AI assistants to access and interact with real-time transport alerts from Transport for NSW.

Deepseek Qgis

Connects QGIS to Claude AI, enabling prompt-assisted project creation, layer manipulation, and code execution through the Model Context Protocol (MCP).

BrasilAPI

Query data from Brasil resources such as postal codes, area codes, banks, holidays, and taxes through a unified interface.

Together AI Image

Generates images using Together AI's image generation models.

Server Diff Python

Generates text differences between two strings using Python's `difflib` in Unified diff format.

eBay

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

SureChEMBL

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

AWorld

Provides a collection of API endpoints and examples for web scraping, deep research workflows, and service health monitoring.

Log Analyzer

Analyzes log files from the Chuanyu Cloud Defense Platform, designed for integration with AI large models.

Memory LibSQL Go

Provides a high-performance persistent memory server for the Model Context Protocol (MCP) using libSQL for robust data storage and vector search.

MySQL

Enables AI assistants to securely manage MySQL databases by executing queries, inspecting schemas, and handling connections via the Model Context Protocol.

Stash

Enhances a Stash instance by providing advanced querying, filtering, and intelligent analysis capabilities.

ChurnFlow

Transforms productivity management for ADHD minds by leveraging AI agents to automate organization and task processing.

Mem0

Provides intelligent, persistent memory for AI assistants like Claude Code via a self-hosted Model Context Protocol (MCP) server.

ThinkMem

Manages AI memory for Large Language Models, enabling them to better organize and utilize information through various storage types and communication protocols.

Video Extraction Plus

Transcribe video and audio content using multiple automatic speech recognition (ASR) providers, including local Whisper models and online services like JianYing (CapCut) and Bcut (Bilibili).

AllBeAPI

Exposes any Python library as a Model Context Protocol (MCP) server, enabling Large Language Models to execute local code and interact with system resources.

IBM Content Services

Integrate IBM FileNet Content Manager capabilities with AI models and agents.

VMA-nomaly

Provides a Model Context Protocol server for VictoriaMetrics Anomaly Detection, enabling AI assistants to interact with its REST API.

AT Protocol

Provides a searchable knowledge base for the AT Protocol ecosystem, offering semantic search across documentation, lexicons, and code examples.