Data Science & ML MCP Servers

CheerLights

Enables AI tools to interact with the CheerLights API for real-time color data.

n8n Workflow Builder

Generates importable n8n workflows from plain English descriptions using Retrieval-Augmented Generation.

Zerodha

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

Research

Provides an MCP server for accessing academic paper data from arXiv and serving prompt templates for large language models.

ChemDraw

Converts chemical names to SMILES and vice versa, providing a unified API for chemical informatics.

Kogna

Establishes a Model Context Protocol (MCP) server for seamless interaction with Kogna's multi-agent AI avatar system.

Custom Context

Structures and extracts data from text according to JSON templates.

Fulcra Context

Provides an MCP server to access Fulcra Context data via the Fulcra API.

DuckDuckGo Search

Enables intelligent search tasks by integrating the DuckDuckGo MCP Server with a LangChain Groq LLM agent.

Ping Solana

Enables AI agents to interact with the Solana blockchain by providing on-chain tools through a standardized interface.

Weather

Provides real-time weather information to AI models via the Model Completion Protocol.

Kirha

Provides a standardized entry point for LLMs to access diverse private data sources across various knowledge domains.

Geo Location

Retrieves user geolocation information for integration with large language models through the Model Context Protocol (MCP).

Qdrant

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

Crewai Claude

Facilitates the setup of multi-agent AI systems using the crewAI framework for effective collaboration on complex tasks.

Pubmed

Facilitates searching, analyzing, and retrieving medical literature from the PubMed database.

WikiJS

Integrates WikiJS with AI assistants, enabling them to search and retrieve content from your WikiJS knowledge base.

Pocket

Provides a lightweight, local-first server for semantic search, file chunking, and embeddings with a web UI and API.

Apple Docs

Provides an AI-powered semantic search engine for Apple's technical documentation, leveraging an in-memory knowledge graph for understanding and retrieval.

Bundles

Demonstrates SUSE AI capabilities through a set of pre-configured bundles.