Data Science & ML MCP Servers

BigQuery

92

Enables Large Language Models to inspect BigQuery database schemas and execute queries.

Memory

91

Provides knowledge graph management capabilities for large language models, enabling persistent memory across conversations.

Modex

90

Augments AI models with tools, resources, and prompts using Clojure.

Wxflows

90

Provides examples and tutorials for building AI applications using the watsonx.ai Flows Engine.

Snak

89

Builds AI agents that interact with the Starknet blockchain using multiple AI providers.

AI Prompt Runner

89

Executes and debugs AI agent workflows with Dockerized tools directly within VS Code.

Langfuse Prompts

88

Enables access and management of Langfuse prompts through the Model Context Protocol.

Simple PubMed

88

Enables searching and querying of the PubMed medical research database through the Entrez API.

Crawl4AI

86

Empowers local developers with efficient internet search and content retrieval for Large Language Models, saving tokens.

Snowflake

85

Enables interaction with Snowflake databases through a Model Context Protocol (MCP) server, facilitating SQL query execution and data insight memo management.

Ros

84

Transforms natural language commands into ROS commands for robot control, enabling robots to perform complex tasks and adapt to diverse environments.

BigQuery

84

Enables Large Language Models to securely query and analyze BigQuery datasets through a standardized Model Context Protocol interface.

Livebook Tools

84

Enhance Livebook development with AI code editing, model context protocol servers, and command-line execution of Livebooks.

Hayhooks

81

Deploy Haystack pipelines as REST APIs and MCP Tools with ease.

Mcp Solver

81

Integrates MiniZinc constraint programming with Large Language Models via the Model Context Protocol for constraint optimization and solving.

Opik

81

Provides a Model Context Protocol (MCP) implementation for the Opik platform, enabling seamless IDE integration and unified access to LLM application data.

Reddit Content

80

Fetches and analyzes content from Reddit, providing access to hot threads and post details.

Salesforce Connector

80

Connects large language models to Salesforce data through SOQL queries and SOSL searches.

Txtai.go

79

Provides Go bindings for the txtai API, enabling access to semantic search, LLM orchestration, and language model workflows.

Omnisearch

79

Provides unified access to multiple search engines, AI tools, and content processing services.