Data Science & ML MCP Servers

Mem0

Enhances AI agent performance by providing secure, local, and long-term memory management.

Pdf Parse

Extracts text content from PDF files accessible via URLs.

Json Schema

Manages JSON schemas and generates instances from them.

OpenEdu

Provides educational resources and curriculum planning support by integrating with educational APIs.

Weather

Provides current weather information for any location via a Model Context Protocol (MCP) server.

Httpx

Enables execution of REST API operations within AI workflows.

Ebird

Connects AI assistants to the eBird API, providing access to bird observation data, hotspots, and taxonomy.

Postgres

Enables an MCP-compatible client to execute PostgreSQL queries and receive structured results.

Python Template

Provides a minimal template for creating Model Context Protocol (MCP) servers using the Python SDK.

Qdrant

Manages vectors, performs similarity searches, and provides automatic text-to-vector embedding for the Qdrant vector database.

Bitget Trading

Enables AI assistants to interact with the Bitget cryptocurrency exchange API for comprehensive spot and futures trading operations.

Semantic Scholar

Access the Semantic Scholar Academic Graph API to search for academic papers, authors, and analyze citations and references.

Matter AI

Integrates advanced code review, implementation planning, and pull request generation directly into IDEs for AI agents.

MySQL

Enables LLMs to inspect MySQL database schemas and execute read-only queries.

Degen

Facilitates sports odds betting through language models.

Zerodha

Automates stock trading operations, enabling users to buy and sell stocks, manage positions, and access market information.

Spydr Memory

Facilitates secure, standardized interaction between AI agents and a sophisticated memory storage system via the Model-Context Protocol.

Generative UI

Generates dynamic UI templates based on natural language requests using large language models and the Model Context Protocol.

Weather

Provides real-time weather information from any location worldwide to AI models.

HPC

Provides Model Context Protocol (MCP) tools for High-Performance Computing (HPC), enabling seamless integration with large language models in popular IDEs.