"Understanding the term 'flux' or its various applications" matching MCP connectors:

Now part of GAIP developer checks: diagnoses failed agent or API calls (gaip_diagnose).

Finds the GitHub Actions workflow eating your CI bill and suggests fix diffs, verified against runs.

RoutebaseA

dev.routebase.mcp

API documentation drifts away from the running service, so consumers integrate against a contract nobody keeps. Routebase keeps API design, testing, mocking and documentation on one living source of truth, and this MCP server exposes that workspace to AI agents. Agents can design endpoints, write and run test suites, manage mock servers and publish documentation, always under the permissions of the connected Routebase account.

nippyAOAuth

host.nippy

Let Claude and ChatGPT publish real websites — iterate in previews, keep the good one.

AppDeployAOAuth

ai.appdeploy

AppDeploy turns app ideas described in AI chat into live full-stack web applications

A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.

Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.

SpringRollA

io.github.springrolldev

Register, deploy, review, and govern internal applications built with coding agents.

Deploy applications to Cloud Run

CircleCI MCP ServerAOAuth

com.circleci.mcp

Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI tools and agents - no terminal required. The CircleCI MCP Server is a remote server hosted by CircleCI that connects AI tools and agents directly to your CI/CD pipelines, giving you a conversational interface to the same pipeline, workflow, job, and artifact data you'd normally reach through the CircleCI CLI or dashboard.

opchainA

io.github.asfbay-bit

Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.

Inspect Depot builds, CI runs, job logs and Actions runners; retry or cancel CI runs.

GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)

GitLab MCP — wraps the GitLab REST API v4 (BYO API key)

CroftAOAuth

net.oncroft

Deploy and host the apps your AI assistant builds — a real server, database, and shareable URL.

Remote MCP server with 187 tools for App Store Connect: bulk price editing across 175 countries, edit/translate metadata, edit/create/publish screenshots, track ASO, and ship releases from Claude Code or any MCP client, every write gated by a preview and confirm token.

Generate a typed SDK, CLI, and MCP server from any OpenAPI or GraphQL spec, and keep them current.

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

Create and monitor AppWizzy app environments from GitHub or ZIP with AI agents.

ToolYour MCP ServerOAuth

com.toolyour.api

ToolYour is a remote MCP harness for AI agents: plan work, run playbooks or solve goals, and verify until checks pass. Primary jobs are ship-gate, SEO audits, and security audits. Developers call the same capabilities through REST; people smoke-check tools in the browser. MCP and REST share one API key and monthly credit quota.