Data Science & ML MCP 서버

Northwind FastAPI Example

Enables Large Language Models to connect and interact with REST APIs by exposing data through a Model Context Protocol endpoint.

Demo

Demonstrates the functionality of a MultiServerMCPClient by showcasing interaction with multiple MCP model servers.

Hugging Face

Provides access to the Hugging Face datasets API for comprehensive querying, exploration, and analysis.

FPE Demo

Demonstrates secure format-preserving encryption (FF3 FPE) and multi-mode authentication for sensitive data within LLM interactions.

Pipelane

Orchestrates and schedules custom pipelines with agentic AI support, providing a GraphQL API and a client-side UI.

Date

Provides AI assistants with real-time date, time, and timezone information.

FastMCP Examples

Implement Model Context Protocol servers in Python for diverse applications and transport mechanisms, demonstrating integration with LangChain for LLM tool discovery.

Vector Memory

Provides AI assistants with a semantic long-term memory system to store and retrieve information from diverse sources.

NewAPI

Manages AI model pricing within the NewAPI ecosystem, allowing AI assistants to compare and update costs via natural language.

Axiom

Empowers Large Language Models with high-precision symbolic mathematics, differential equations, and financial time-series analysis capabilities.

Deadends.dev

Provides structured failure knowledge, including dead ends, workarounds, and error transition graphs, for AI agents to improve debugging and problem-solving.

Copick

Facilitates seamless interaction with Copick projects and CLI commands for AI agents.

Crypto APIs Utils

Provides essential blockchain utilities for address validation, raw transaction decoding, and HD wallet address derivation across various cryptocurrencies.

PDF Agent

Enables AI agents to extract text-layer content and metadata from PDF files.

Aseke Compass

Analyzes human behavior and intent using structured patterns derived from affective neuroscience and behavioral science frameworks.

Vault

Establishes a markdown and SQLite knowledge store with bidirectional wikilinks, designed for AI agents to maintain an interconnected knowledge base.

MCPScout

Provides a free, AI-powered platform for hybrid web crawling, stealth browsing, and social media data scraping with anti-bot bypass capabilities.

AgentBazaar

Facilitates an agent-to-agent marketplace where AI entities exchange capabilities, datasets, and prompts.

Pagerunner

Orchestrates real Chrome browser sessions for AI agents, leveraging existing profiles with full state and offering advanced privacy and stealth features.

Product Safety Consumer Risk

Provides product safety intelligence by pulling data from CPSC, NHTSA, FDA, and CFPB databases and scoring it through four analytical models.