Data Science & ML MCP 服务器

AI Prompt Runner

89

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

Simple PubMed

88

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

Langfuse Prompts

88

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

Snowflake

87

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

Crawl4AI

86

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

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.

Opik

83

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

Omnisearch

82

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

Reddit Content

82

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

Hayhooks

81

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

Mcp Solver

80

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

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.

Content Summarizer

79

Provides intelligent summarization capabilities for various content types using Google's Gemini 1.5 Pro model.

StarRocks

77

Bridges AI assistants with StarRocks databases, enabling direct SQL execution and database exploration.

CCXT

77

Integrates cryptocurrency exchanges via MCP (Model Context Protocol) for high-performance market data access and trading operations.

LlamaCloud

76

Connects to managed indexes on LlamaCloud to provide queryable tools for use with MCP clients.

All-In-One

76

Provides an all-in-one Model Context Protocol (MCP) server with AI search, RAG, and integrations for services like GitLab, Jira, and Confluence.