Data Science & ML MCP 服务器

RagDocs

Enables semantic search and management of documentation through vector similarity using RAG techniques.

Bybit

Provides read-only access to Bybit's cryptocurrency exchange API through the Model Context Protocol (MCP).

OKX

Provides real-time cryptocurrency price data from the OKX exchange via the Model Context Protocol.

Memory

Provides knowledge graph functionality for managing entities, relations, and observations in memory, with strict validation rules to maintain data consistency.

Dv Courses

Exposes course data to AI models using the Spring AI Model Control Protocol (MCP).

Moralis API

Connects natural language prompts to blockchain insights, enabling AI models to query blockchain data without custom code.

DuckDB

Connects AI assistants to DuckDB for powerful data analysis through the Model Context Protocol.

SSI Stock Data

Enables AI assistants to query Vietnam stock intraday data using the SSI FastConnect API.

CanLII

Provides a Model Context Protocol (MCP) server interface to the CanLII API, enabling AI assistants to access Canadian legal information.

NetworkX

Provides a comprehensive Model Context Protocol (MCP) server for advanced graph analysis capabilities using NetworkX.

Document Indexer

Indexes and provides semantic search for local documents using a vector database and local language models.

Protocols.io

Enables AI clients to interact with scientific protocols and methods on protocols.io.

Graphiti

Integrates AI agents with a knowledge graph database to provide persistent memory and contextual continuity for prompts.

Mastra Governed RAG

Provides secure Retrieval-Augmented Generation (RAG) with hierarchical role-based access control and multi-agent orchestration for enterprise knowledge management.

AI Mate

Enables AI assistants to interact with PHP applications, including Symfony, through standardized tools.

SAME

Provides AI coding agents with persistent, local memory and automatic context surfacing using semantic search.

BGPT

Empowers AI assistants to access a comprehensive database of scientific papers by extracting raw experimental data, methods, and conclusions directly from full-text studies.

Real Browser

Empower AI agents to control your real browser with existing sessions and logins via an MCP server and Chrome extension.

Scholar

Automates academic research workflows by providing comprehensive literature search, PDF ingestion, and citation management capabilities for coding agents.

Bubbaloop

Enables AI agents to interact with and manage physical hardware like cameras, sensors, and robots, facilitating automation for IoT fleets.