Data Science & ML MCP Servers

Amazon DynamoDB by CData

Connects Amazon DynamoDB data to Claude Desktop through CData JDBC drivers using a read-only Model Context Protocol (MCP) server.

Microsoft Excel by CData

Enables connection to Microsoft Excel data from Claude Desktop using CData JDBC Drivers.

TrainerML

Automates machine learning workflows, from data analysis to model deployment, with Model Context Protocol integration.

Memory

Enables MCP Clients to remember user information across conversations by leveraging vector search technology.

F1 Data

Provides Formula 1 data access through various APIs for integration with large language models.

Arch

Enhances AI assistant capabilities with robust context management, accuracy enforcement, and safety protocols.

FGD Fusion Stack Pro

Enhances Large Language Model interactions by providing a persistent memory store, real-time file system monitoring, and intelligent context injection for development environments.

Remote Authless

Establish a serverless endpoint for AI agent tools on Cloudflare Workers, requiring no authentication.

Voice Soundboard

Provides a production-ready multi-voice text-to-speech library and MCP server for AI assistants, enabling real-time streaming, SSML, emotional speech, and sound effects.

SEC EDGAR

Provides AI agents with direct access to over 13 million SEC EDGAR financial filings, XBRL financial statements, and company information.

Cortex

Establishes a persistent intelligence layer for LLM-powered agents, enabling memory and learned patterns to compound across development sessions.

Haostock

Provides real-time US/TW stock quotes, portfolio tracking, and technical analysis through an integrated API and web dashboard.

F1 Analytics

Exposes comprehensive Formula 1 race data, driver statistics, and team information to power AI applications through a Model Context Protocol (MCP) server.

Beefy

Provides AI agents with programmatic access to Beefy (DeFi vault) functionalities through a standardized Model Context Protocol server.

Agent Trade

Empower AI agents to execute trades across diverse prediction markets, pre-markets, and decentralized exchanges via a single Model Context Protocol server.

SciCompute

Integrates diverse scientific computing engines and visualization tools for AI coding assistants.

API Converter

Transforms any REST API (OpenAPI/Swagger) specification into ready-to-use MCP tool definitions for AI agents.

Mappls MapMyIndia

Integrates Mappls / MapMyIndia APIs to provide comprehensive location-based services and geospatial data for large language models.

Conkurrence

Measures inter-rater agreement across multiple large language models for robust AI evaluation pipelines.

Proofport AI

Provides agent-native zero-knowledge proof infrastructure, enabling privacy-preserving computations within a secure AWS Nitro Enclave.