Data Science & ML MCP Servers

Fluent

Build Model Context Protocol (MCP) servers with embedded LLM reasoning capabilities.

Hong Kong Housing

Provides access to housing-related data in Hong Kong via a FastMCP interface.

Dresden OpenData

Enables AI agents to automatically discover, fetch, and process open civic datasets from Dresden's OpenData Portal.

Food Nutrition Analyzer

Analyzes food images to detect items, calculate calories and protein content, and answer nutrition-related questions using AI.

Prompt Cleaner

Enhances and cleans raw prompts using AI, improving clarity, actionability, and effectiveness.

SnapBack

Analyzes code for security risks and manages code snapshots using AI, integrating directly with Model Context Protocol-compatible AI tools.

Famulor

Integrates the Famulor Voice Agent Platform with MCP-compatible clients to enable AI-powered phone calls, voice assistant management, and call data retrieval.

View Image

Provides image viewing capabilities for AI agents, accepting images via file path or base64 data and returning them in a standardized multipart format with metadata.

BatchData

Connects MCP clients to BatchData's comprehensive real estate data and services, including property lookup, comparable analysis, and contact information.

Cox's Bazar AI Itinerary

Offers AI-powered travel planning tools and real-time weather information for Cox's Bazar, Bangladesh.

Swarm.at Ledger

Establishes a tamper-evident, hash-chained public ledger to record and verify the work of AI agents.

Consulting Kit

Provides three production-grade MCP servers and an AI automation framework for diverse business intelligence, API integration, and content automation needs.

Synapses

Provides AI coding agents with structurally precise code subgraphs from a local-first, graph-based context manager, enabling deep code intelligence.

Gnosys

Equips AI agents with persistent, versioned memory capabilities that span sessions and projects.

Elecz

Delivers real-time energy signal data and market intelligence to AI agents for consumption optimization.

UI Inspiration

Provides structured UI/UX design inspiration to AI coding agents, powered by Mobbin via the TinyFish API with an intelligent fallback dataset.

Neural Vault Core

Provides AI agents with persistent, infinite long-term memory across sessions and various tools.

Pitwall

Integrate real-time and historical Formula 1 data with Claude, transforming it into a knowledgeable race engineer.

GoldenFlow

Cleanse, standardize, and normalize messy data efficiently for robust data pipelines.

Simba

Connects AI assistants like Claude and Cursor to a Bayesian Marketing Mix Modeling platform for natural language data upload, model building, budget optimization, and scenario forecasting.