Data Science & ML MCP Servers

MindsDB

27,925

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

GPT Researcher

21,325

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

Smolagents

18,428

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

Anthropic Cookbook

12,143

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

txtai

10,894

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

PydanticAI

9,355

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

Graphiti

8,521

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

Opik

7,487

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

Phoenix

5,621

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

Jsondiffpatch

5,001

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

Mcp-Go

4,736

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

Viper

4,237

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

Trafilatura

4,220

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

YouTube Transcript

3,872

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

Model Context Protocol

2,983

Defines a specification and schema for the Model Context Protocol.

MiniMax-01

2,596

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

GenAIScript

2,578

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

Trieve

2,123

Provides all-in-one infrastructure for search, recommendations, Retrieval-Augmented Generation (RAG), and analytics via API.

Cognee

2,113

Provides a reliable memory layer for AI applications and AI agents, enhancing response accuracy and reducing hallucinations.

Pollinations

1,881

Generates images, text, and audio from text prompts using a free and open-source API.