Data Science & ML MCP Servers

Transformers

144,497

Provides state-of-the-art machine learning models for text, computer vision, audio, video, and multimodal tasks, supporting inference and training across PyTorch, TensorFlow, and JAX.

LangChain

107,823

Build applications powered by language models by chaining together components and third-party integrations.

MindsDB

31,025

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.

OpenAI

26,714

Enables interaction with the OpenAI API from Python 3.8+ applications.

Perplexica

22,134

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

GPT Researcher

21,626

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

Smolagents

19,489

Enables the creation of powerful agents that think and act using Python code.

Sentence Transformers

16,712

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

Anthropic Cookbook

12,700

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

txtai

11,007

Enables semantic search, LLM orchestration, and language model workflows with an all-in-one embeddings database.

OpenAI Agents SDK

10,476

Facilitates the creation of multi-agent workflows with configurable agents, handoffs, guardrails, and tracing.

Graphiti

10,408

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

PydanticAI

9,927

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

Opik

9,114

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

5,815

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

Mcp-Go

5,342

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

Jsondiffpatch

5,037

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