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Authenticates with Databricks via OAuth and exposes remote MCP tools from Databricks applications, enabling interaction with Databricks-hosted tools through Claude.

Enables AI-powered web research using OpenAI's GPT-5.1 with built-in web search capabilities, returning comprehensive results with citations and source references.

This MCP server implementation, developed by Jacck, integrates Google's OR-Tools constraint programming solver with Large Language Models. It enables AI models to submit, validate, and solve constraint satisfaction and optimization problems using a standardized JSON-based model specification. The server supports integer and boolean variables, linear constraints using OR-Tools method syntax, and linear optimization objectives. It's designed for use with Claude Desktop and can handle a variety of problem types including portfolio selection and knapsack problems. This implementation is particularly useful for AI-assisted decision making in logistics, resource allocation, and operations research, where complex constraints need to be modeled and solved efficiently.

Enables LLMs to search, browse, and retrieve detailed information on 6,500+ AI applications from the HyperStore catalog.

Enables AI agents to search and retrieve detailed information about W3C and web standards specifications, including HTML, CSS, accessibility, and more. Provides tools for keyword search and fetching spec details by shortname or title.

MCP server for biological protein design, folding, and affinity prediction using Refua tools, with optional support for ADMET, clinical simulation, preclinical planning, wet-lab automation, and more.

tushare rust mcp server

Enables an agent to sidecar-manage an OpenRCT2 park while you play: reading park state, adjusting prices, staff, marketing, loans, taking screenshots, and controlling game time, with management-only actions that never build.

MCP server to track bugs

A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools for ITSM, ITOM, and App Dev operations, enabling AI agents to manage incidents, changes, users, service catalog, and projects through a unified interface.

An MCP server exposing Kubernetes-style diagnostic tools to an LLM agent, with a safety approval gate for destructive actions, all backed by a mock cluster for local testing.

Transport for London (TfL) Unified API MCP — keyless.

Enables natural language queries against Snowflake Gold-layer tables through Claude Desktop, allowing users to ask business questions in plain English without SQL knowledge.

Enables LLMs to retrieve weather forecasts for Israeli cities via browser automation and USA weather via API, maintaining state across tool calls for sequential operations.

MCP server for SRI electronic invoicing in Ecuador, enabling AI agents to emit invoices, credit notes, retention documents, and more via natural language through the Cobra API.

This MCP server extracts database schema from PostgreSQL migration files by spinning up temporary PostgreSQL containers using testcontainers, running the migrations, and then extracting the resulting schema information. Built in Go with support for multiple extraction providers including native SQL queries and pg_dump, it offers both human-readable schema information and SQL DDL output formats, making it useful for developers working with large migration directories who need to understand the final database structure without manually tracking changes across multiple migration files. The implementation supports various migration file naming conventions and provides validation capabilities, serving teams that need to document database schemas, analyze migration outcomes, or integrate schema extraction into CI/CD workflows.

Provides tools for downloading YouTube videos and audio using yt-dlp, enabling integration with AI assistants via MCP.

A comprehensive MCP server providing tools for real-time, forecast, and historical weather data, alongside air quality, marine conditions, and climate projections. It also includes geocoding services to search for locations and retrieve precise coordinates for environmental analysis.

Scaffolds a custom MCP server with placeholder resources and tools, enabling developers to practice setting up MCP configuration, environment variables, and server implementation.

Examine and learn how MCP work by using Python SDK and Local LLM with Ollama