Data Science & ML MCP 서버

Milvus

Enables LLM applications to seamlessly access and utilize Milvus vector database functionality via the Model Context Protocol.

Printer AI

Manages cross-platform printers, offering status queries, configuration details, and file printing capabilities, primarily designed for AI assistant integration.

SourceSage

Caches a codebase as a graph to provide LLMs with efficient code memory.

Phalcon

Provides blockchain transaction analysis tools by integrating with the BlockSec platform.

Midi File

Enables AI assistants to parse, analyze, and modify MIDI files using the Model Context Protocol (MCP).

Audio Transcriber

Transcribes audio files using OpenAI's Whisper API within an MCP server environment.

Vibe Workspace

Streamlines development workflows by providing consistent environments, tooling configurations, and coding patterns for modern AI Agentic coding across multiple repositories.

Baidu Search

Enables AI assistants to perform intelligent searches using the Baidu Wenxin API.

VSCode LSP

Enables AI assistants and external tools to leverage Visual Studio Code's Language Server Protocol (LSP) features for advanced code intelligence via the Model Context Protocol (MCP).

DefiLlama

Enables Claude to access and utilize DeFi data from the DefiLlama API.

Optimized Memory

Provides a persistent memory solution using a local knowledge graph, allowing applications to remember information across interactions.

Pacman

Enables LLMs to search and retrieve information from various package repositories.

Dual-Cycle Reasoner

Empowers autonomous agents with self-awareness and reliability through intelligent loop detection and experience acquisition.

Iceberg Catalog

Enables interaction with Apache Iceberg catalogs from Claude, facilitating data lake discovery and metadata search through natural language prompts.

Alibaba Cloud API

Integrates tens of thousands of Alibaba Cloud OpenAPI services directly into AI applications and workflows through the Model Context Protocol (MCP).

DVMCP

Provides a deliberately vulnerable Model Context Protocol (MCP) server for security research and AI/ML security learning.

Fetch Python

Extracts and transforms web content into various formats, including rendered HTML, Markdown, and text from media files.

Server Diff Python

Generates text differences between two strings using Python's `difflib` in Unified diff format.

Knowledge Graph Memory

Enables Claude to remember information about users across chats by utilizing a local knowledge graph.

RoCQ

Provides logical reasoning capabilities through integration with the Coq proof assistant.