Data Science & ML MCP Servers

Ramp

14

Enables retrieval and analysis of Ramp data for LLM integration via a Model Context Protocol server.

Atla

14

Provides a standardized interface for Large Language Models (LLMs) to interact with the Atla API for LLM evaluation.

AkShare One

14

Provides an interface for retrieving China stock market data based on akshare-one.

Memory

14

Provides knowledge graph functionality for managing entities, relations, and observations in memory, with strict validation rules to maintain data consistency.

Web Research

13

Enables Claude to access and utilize real-time web information for enhanced research capabilities.

Ibkr

13

Fetches portfolio details from the Interactive Brokers (IBKR) API.

Doris

13

Serves as an MCP server for Apache Doris and VeloDB, enabling model context protocol interactions.

DiffuGen

13

Generates AI images using Stable Diffusion models and integrates with development environments via the Model Control Protocol (MCP).

Moz Readability Parser

13

Extracts and transforms webpage content into clean, LLM-optimized Markdown using Mozilla's Readability algorithm.

TranscriptionTools

13

Processes transcriptions with natural formatting, contextual repair, and intelligent summarization using Deep Thinking LLMs.

OSSInsight

13

Analyze GitHub repositories, developers, and organizations with in-depth insights into the open-source ecosystem.

Bio

13

Enhance large language models with protein structure analysis capabilities for biomedical research and development.

Think Tool

13

Enables LLMs to record, retrieve, and manage their reasoning processes during problem-solving.

Replicate

13

Provides resource-based access to AI model inference, particularly for image generation tasks, through the Replicate API.

Jewish Library

13

Enables Large Language Models to search and reference Jewish texts through a standardized interface.

Semantic Scholar

13

Enables interaction with the Semantic Scholar API to search for papers, retrieve paper and author details, and fetch citations and references.

Unity Catalog

13

Provides Unity Catalog Functions as Model Context Protocol tools for AI models.

Kafka Connector

13

Enables AI models and agentic applications to interact with Apache Kafka for message publishing and consumption.

Strava

13

Enables language models to access and query athlete activity data from the Strava API.

Dbt Cli

13

Enables AI coding agents to interact with dbt projects through standardized Model Context Protocol tools.