AI and Machine Learning Servers

Google Maps

Official Remote

Integrates Google Maps Platform APIs with 3D visualization to provide place searching, route computation, elevation data retrieval, and weather lookup for trip planning and geographic data exploration.

Decentralizes computational tool discovery and execution by bridging Nostr's Data Vending Machine ecosystem, enabling distributed service interactions through NIP-89 announcements and direct Nostr event requests.

Provides text-to-speech capabilities using the Kokoro TTS model, enabling natural-sounding voice output with customizable playback speed and voice selection through robust error handling and temporary file management.

Provides thermodynamic and chemical engineering calculations through the MoziChem framework, offering equation of state models and flash calculations for process design, optimization, and phase equilibrium analysis.

Integrates with the MusicMCP.AI platform to generate songs and musical content directly within conversations through specialized music generation models.

Integrates with OpenRouter's AI SDK to enable deep reasoning capabilities for complex analysis and inference tasks.

Consume MCP resources or expose Genkit tools as server.

DollhouseMCP

Official

A comprehensive Model Context Protocol (MCP) server that enables dynamic AI persona management with an integrated GitHub-powered marketplace, allowing Claude and other compatible AI assistants to activate different behavioral personas.

Access up-to-date API documentation efficiently.

Automatically monkey-patches Gradio applications to expose trackio experiment tracking data, enabling query access to machine learning projects, runs, metrics, and statistics without requiring code changes to existing workflows.

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FinLab AI

Remote

Quantitative trading toolkit with extensive data access, backtesting, and strategy development tools.

Vaadin

Official Remote

Documentation search and component usage guidance for Vaadin Java and React applications

C

Cookwith

Remote

Recipe generation and transformation tools powered by Cookwith's culinary AI

Freepik

Official Remote

Integrates with Freepik's API for searching and downloading icons, managing design resources, and generating images through text-to-image capabilities with job tracking and completion polling.

Analyzes startup risk across 9 categories (market, product, team, financial, customer, operational, competitive, legal, exit) by processing unstructured data like pitch decks and financial reports to return structured JSON assessments with numerical scores, risk levels, and actionable recommendations.

Textin MCP Server

Official

A server that enables OCR capabilities to recognize text from images, PDFs, and Word documents, convert them to Markdown, and extract key information.

Chronulus MCP Server

Official

Enables integration of Chronulus AI Forecasting & Prediction Agents with Claude, allowing users to access AI-powered forecasting and prediction capabilities directly through Claude's interface.

K

KakaoTalk Emoticons

Remote

Automates KakaoTalk emoticon creation with AI-powered generation and validation tools

Enables natural language querying and management of multiple database types (PostgreSQL, MySQL, SQL Server, BigQuery) for data analysis, business intelligence, and database exploration.

Provides code repository indexing and semantic search capabilities, allowing natural language queries to find relevant code snippets with automatic incremental indexing and multi-language support.

MCP-Upstage-Server

Official

Enables document processing through Upstage AI services including parsing various document formats, extracting structured information with custom schemas, auto-generating extraction schemas, and classifying documents into categories.