Data Science & ML MCP 服务器

Azure Table by CData

Enables querying of live Azure Table data from Claude Desktop using CData JDBC drivers through a Model Context Protocol (MCP) interface.

Sage 50 UK

Provides read-only access to Sage 50 UK data, enabling connections from AI clients like Claude Desktop via CData JDBC Drivers.

Ollama

Exposes Model Context Protocol tools for interacting with local Ollama models.

GitIngest

Generates structured text context files from public and private GitHub repositories, optimizing code information for large language model (LLM) task resolution.

Sequa

Bridges various Model Context Protocol (MCP) transports used by IDEs and AI agents with Sequa's native HTTP MCP endpoint.

AI Test Case Generator

Harness AI to generate, manage, and export test cases, streamlining the testing process and ensuring compliance.

Bridge

Facilitates model-based workflows by logging meditation and critique cycles, detecting optimal mode-switch moments using neuroscience heuristics, and seamlessly injecting context.

DataXLR8 Enrichment

Enrich contacts and companies with comprehensive data, including person details, company intel, email verification, tech stack, and hiring signals, using a resilient waterfall provider strategy.

Guidance Lark Grammar Tools

Validates and tests Lark grammars compatible with llguidance, providing tools for iterative development with AI coding assistants.

Portuguese Law

Provides an AI-native, searchable database of 1,130 Portuguese statutes, offering a modern alternative to traditional legal research methods.

Ugandan Law

Offers an AI-powered Model Context Protocol (MCP) server for comprehensive access and query capabilities across 622 Ugandan laws and over 17,000 legal provisions.

Memory Markdown

Enables Claude to store and retrieve long-term memory using a local Markdown file, functioning as a lightweight Model Context Protocol server.

Playwright Extended

Enhances Playwright's Model Context Protocol server with automatic cookie consent dismissal, paywall bypass, and advanced visual page reading capabilities for AI agents.

Political Finance

Provides AI agents access to comprehensive US political finance and voting data, including campaign contributions, PAC spending, and lobbying records.

Climate Financial Stranded Asset

Provides AI agents with direct access to eight quantitative climate risk tools for analyzing carbon asset stranding, portfolio climate VaR, physical hazard exposure, biodiversity-financial coupling, transition contagion, and TCFD reporting.

OpenAI Image

Generate, edit, and create variations of images using OpenAI's DALL-E models directly from MCP-compatible clients.

VK

Integrates with the VK (Vkontakte) API, providing an MCP interface for managing social media interactions, retrieving data, and automating tasks on the platform.

AI Copilot Playbook

Orchestrate, validate, and collaborate on AI copilot development with smart templates, automated checklists, and dynamic configuration profiles.

SourceHarbor

Transforms long-form online sources like YouTube, Bilibili, RSSHub, and RSS feeds into grounded search results, knowledge cards, and MCP-ready operations.

LeanIX Agent

Facilitates communication with LeanIX Enterprise Architecture Management systems through REST APIs and GraphQL.