Data Science & ML MCP Servers

Qdrant Retrieve

Performs semantic searches across multiple Qdrant vector store collections using user-provided queries.

ManaMurah

Provides an interface to query Malaysian consumer goods prices from KPDN Pricecatcher data using natural language.

RAG Server

Provides a Model Context Protocol (MCP) server for managing organizational content, enabling listing, searching, deleting, and uploading files and URLs via a content service API.

AgentGo

Provides blockchain identity authentication, agent scoring, and market data analysis for AI agents via the MCP protocol.

Blackbaud FE NXT

Provides read-only access to Blackbaud FE NXT data, enabling Large Language Models (LLMs) to query live information through a Model Context Protocol (MCP) interface.

Collaborative RAG

Provides a multi-tenant Retrieval-Augmented Generation (RAG) server for querying isolated document collections.

FastMCP

Provides a production-ready server and a comprehensive client for the FastMCP protocol, equipped with essential features for robust application development and deployment.

Learn AI by Building

Explores Artificial Intelligence concepts through hands-on project creation using Laravel, Vue, and modern AI tools.

JSON

Query and manipulate JSON data using powerful JSONPath expressions.

Blind Auditor

Automates code auditing for AI-generated output, enforcing compliance and quality standards.

Last.fm

Provides LLM agents with access to a wide array of music data from the Last.fm API, including user profiles, listening history, charts, and metadata.

YouTube Trends

Provides live YouTube search volume trends, rising video topics, and keyword demand data for AI agents.

Dbecho

Enables AI agents and MCP clients to query and analyze PostgreSQL databases in natural language with secure, read-only access.

Vector Memory

Integrates local semantic vector search to provide GitHub Copilot CLI with persistent long-term memory of past sessions.

Gmail Blade

Provides a token-efficient, write-safe, and thread-intelligent interface for AI agents to interact with Gmail.

Swarmrails

Access Bittensor subnets for various AI capabilities directly from Claude and other AI assistants.

DaData

Provides a comprehensive Model Context Protocol (MCP) server for the DaData.ru API, offering advanced validation and standardization of Russian addresses, companies, personal names, and contact information for AI agents.

Chattonic

Enables TON blockchain projects and dApps to integrate AI-powered conversational interfaces for enhanced user interaction.

Claude Aura

Provides real-time transparency into the underlying mechanisms and states governing Claude Code sessions.

Keyword Extractor AI

Extracts keywords and key phrases from text using advanced TF-IDF and statistical methods, also offering topic classification and keyword density analysis.