Data Science & ML MCP 服务器

MindsDB

31,317

Build AI applications that can learn and answer questions over large-scale federated data sources using a federated query engine.

Agno

27,359

Build agents with this lightweight, high-performance Python library.

Perplexica

22,134

Provides an open-source AI-powered search engine alternative to Perplexity AI.

GPT Researcher

21,645

Conducts in-depth web and local research on any topic, generating comprehensive reports with citations.

Sentence Transformers

16,712

Compute text embeddings for semantic search, textual similarity, and paraphrase mining.

Anthropic Cookbook

12,818

Provides code examples and guides for building applications with Claude, Anthropic's AI assistant.

Graphiti

10,567

Builds and queries temporally-aware knowledge graphs tailored for AI agents operating in dynamic environments.

PydanticAI

9,959

Simplifies building production-grade Generative AI applications by integrating Pydantic with LLMs.

Opik

9,212

Debug, evaluate, and monitor LLM applications, RAG systems, and agentic workflows.

Ollama Python

7,588

Enables seamless integration of Python applications with the Ollama large language model platform.

PyMuPDF

7,177

Enables data extraction, analysis, conversion, and manipulation of PDF, XPS, and eBook documents in Python.

Phoenix

5,834

Provides an open-source AI observability platform designed for experimentation, evaluation, and troubleshooting of LLM applications.

Mcp-Go

5,387

Implements the Model Context Protocol (MCP) in Go, facilitating integration between LLM applications and external data sources and tools.

Jsondiffpatch

5,039

Compares and patches JavaScript objects, generating compact deltas for efficient updates and reversions.

Trafilatura

4,328

Extracts text and metadata from web pages and online resources, offering various output formats.

Viper

4,306

Facilitates adversary simulation and red team operations through a flexible platform with integrated AI.

YouTube Transcript

3,976

Retrieves transcripts and subtitles from YouTube videos, including automatically generated ones, without requiring an API key or headless browser.

Model Context Protocol

3,587

Defines a specification and schema for the Model Context Protocol.

MiniMax-01

2,741

Provides access to large language and vision-language models based on linear attention for various natural language and multimodal tasks.

GenAIScript

2,620

Programmatically assembles prompts for LLMs using JavaScript to orchestrate LLMs, tools, and data in code.