Data Science & ML MCP 服务器

Postgres Query

Provides a secure, read-only interface for querying PostgreSQL databases within the Model Context Protocol ecosystem.

Flux

Enables language models to generate images using SiliconFlow FLUX models via a Python-based MCP server.

Astroquery

Enables AI assistants to perform professional astronomical queries by providing integrated access to a wide range of astronomical data through the astroquery-cli tool.

Visum Thinker

Provides structured sequential thinking capabilities for problem-solving and analysis, enabling AI assistants to break down complex problems into manageable steps.

MathViz

Transforms mathematical problem descriptions into visual plots using AI.

LangGraph Claude Azure AI Search

Transforms enterprise document search into natural AI conversations by integrating Azure AI Search with Claude Desktop using LangGraph workflows and RAG.

FastMCP

Enables dynamic generation of Model Context Protocol (MCP) tools directly from Swagger/OpenAPI specifications.

Google Search

Enables AI clients to perform advanced Google Custom Searches, extract web content, and conduct specialized research.

Claude Chat

Enables interactive command-line conversations with Anthropic's Claude, supporting document retrieval and custom command execution via the Model Control Protocol.

Excel SQL

Facilitates SQL querying of Excel files via Claude AI, automatically generating and executing queries without requiring SQL expertise.

EzBiz GovCon

Provides AI-powered federal contracting intelligence, including contract opportunity search, competitor win analysis, and agency spending insights.

Prisma Gemini DeepThink

Provides a multi-expert deep reasoning API with an OpenAI-compatible interface, optimized for Gemini 3.1 Pro and creative language tasks.

Modelmux

Orchestrates tasks across diverse AI models like Codex, Gemini, Claude, and Ollama, facilitating dispatch, broadcast, and collaboration through a unified interface.

Andrewzc

Performs vector similarity search and natural language queries on the andrewzc database.

FinSight

Transforms a local LLM into an agentic financial research assistant for Indian NSE stocks, leveraging the Model Context Protocol.

Synthetix

Empowers AI agents with direct, programmatic access to Synthetix protocol analytics and data via a standardized API.

OCI Kafka

Provides an AI-native control interface for OCI Streaming with Apache Kafka, enabling LLM agents to securely manage Kafka clusters through structured tool execution.

MarkItDown

Convert, analyze, and extract structured data from documents, images, audio, and video using intelligent routing and advanced AI capabilities.

AgentBase

Provides a persistent, searchable knowledge base for AI agents to store and retrieve information.

OpenAlex

Integrates with the OpenAlex API to provide structured access to scholarly works, authors, and institutions.