"Studying MCP using Google Search" matching MCP servers:

An MCP server that drives Google Play releases: bundle upload, track releases (internal/closed/open/production), listing metadata, store graphics, and review replies.

MCP server for testing GitHub Actions workflows locally using nektos/act.

Enables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.

A Model Context Protocol server that enables Claude to directly interact with GitHub, including repos, files, branches, issues, pull requests, Actions, and code search using a personal access token.

Enables AI assistants to interact with and manage Google Cloud Platform resources including Artifact Registry, BigQuery, Cloud Build, Compute Engine, Cloud Run, Cloud Storage, and monitoring services through a standardized MCP interface.

A DevOps-friendly template for building MCP servers with CI/CD, Docker support, and automatic documentation generation using fastmcp and FastAPI.

Enables interaction with Jenkins instances to manage jobs, builds, and nodes through the Model Context Protocol. It provides capabilities to trigger builds, read console outputs, and search log sections using regular expressions.

A production-grade MCP server providing 18 tools for comprehensive GitHub interaction, including repository management, issues, pull requests, code search, and CI/CD status, with Redis caching and rate limit handling.

Enables autonomous AI agents and developers to programmatically manage Google Play apps via the Play Developer API v3, including uploading Android App Bundles, managing release tracks, updating store listings, and replying to user reviews.

Manages Google Play Store listing text through the official Android Publisher API with dry-run-first safety, supporting CLI for humans/CI and MCP tools for agents.

Enables intelligent management of Google Cloud Platform infrastructure using Terragrunt, with support for experimental stacks, parallel deployments, resource visualization, cost analysis, and comprehensive infrastructure operations through natural language.

Enables AI agents to automate Android release workflows via the Google Play Android Publisher API, including deploying builds, managing listings, and replying to reviews.

Enables AI agents to interact with GitLab via a restricted set of 9 tools using OAuth 2.0 authentication, supporting merge requests, comments, pipelines, and labels.

Fleet-level MCP server for Coolify that supports multiple instances and teams from one connection, with full REST API coverage and cross-instance search.

A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Run resources. It allows for listing builds and services, as well as retrieving detailed logs and execution status.

A Jenkins MCP server for multi-instance build management, log inspection, failure diagnostics, and optional vector search.

MCP server for IBM Code Engine — build, push, and deploy containers from Cursor, Copilot, Claude, and Cline using natural language.

Google Play Console MCP server — lets AI agents manage releases, track rollouts, reply to reviews, and pull crash/acquisition reports directly from Google Play Console.

A minimal starter template for building Model Context Protocol (MCP) servers using TypeScript and FastMCP, including an example weather tool for demonstration.

MCP server for managing Google Play app deployment and in-app products via the Android Publisher API v3.