"AI Tools for Assisting Architectural Engineers with Engineering Tasks" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
Publishes what an AI made — a page, a markdown or PDF doc, or a whole site — to a live HTTPS link. Runs locally over stdio from the @drop2run/mcp npm package, or hosted at https://mcp.dropto.run/mcp for chats that connect by URL.
Cloud Macs with Xcode for AI agents: run commands, build and test iOS apps, see and use the screen.
Independent static checks for supported tag and alarm CSV import formats; no HMI or PLC access.
AI agent monitoring: alerts when your agents fail, stall or need you
Deploy apps from GitHub, read build/runtime logs, and manage your app's users from your AI agent.
The 9apes MCP server lets an AI assistant read the GitHub Actions data 9apes already collects for your organization: runs, jobs, steps, and their durations. Ask it why a build got slower, which jobs take the longest, or how this week compares with last week. It is read-only. It cannot start, cancel, or change jobs, runners, billing, or account settings.
Agentic AI quality engineering: run, debug and triage tests on real browsers and devices
Explore GitHub Actions job performance, compute costs and failures with Runzumi analytics.
Codebahn is the private GitHub alternative: fast Git and CI for developers and teams.
Hosted MCP for creating, checking, deploying, and hosting static sites for AI agents.
Deterministic release-compatibility preflight for OPC UA NodeSet2 XML.
QA platform for agents: coverage signals, in-repo test plans, verified tests and release governance.
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.
Manage your Cycle infrastructure from any AI assistant. Deploy and reconfigure containers, VMs, and full stacks; create environments; provision servers and manage clusters; handle DNS records, scoped variables, image sources, and volumes. Troubleshoot with logs, metrics, telemetry, and instance console commands. Authenticates via OAuth with read, write, and exec scopes. Tools outside your granted scopes are hidden, and every change is previewed before you confirm it.
DevOps, SRE, and QA intelligence for Cursor — investigate bugs, assess release readiness, search logs, triage outages, diagnose failed CI, check deployments, and query connected cloud platforms. Secure remote MCP with OAuth2 and read-only QA subagents.
Publish a client-side app with Cloche and share it with a link.
Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.
Independent owner-side QA for structured-cabling certification evidence. Reconciles expected cable IDs against contractor CSV exports and identifies missing, unexpected, retest, and test-limit issues for human review.
Access Zain Ahmed’s public engineering profile, project case studies, technical articles, and platform engineering resources through MCP tools and structured resources. Hosted Streamable HTTP endpoint at zainahmed.net; public retrieval requires no API key.
