"Creating a Postgres MCP server in Python" 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.
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.
Deterministic preflight for FactoryTalk View tag and alarm CSV imports before re-import.
Deterministic release-compatibility preflight for OPC UA NodeSet2 XML.
Ship over-the-air updates for Capacitor apps: publish releases after your approval, control staged rollouts, read rollout health, and revert.
Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.
QA platform for agents: coverage signals, in-repo test plans, verified tests and release governance.
Create website projects, deploy GitHub sites and read logs/usage via remote OAuth MCP.
Now part of GAIP developer checks: diagnoses failed agent or API calls (gaip_diagnose).
Cloud macOS with Xcode for AI agents: run commands, build, test and ship iOS 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.
Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.
Codebahn is the private GitHub alternative: fast Git and CI for developers and teams.
Publish a client-side app with Cloche and share it with a link.
Finds the GitHub Actions workflow eating your CI bill and suggests fix diffs, verified against runs.
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.
Deploy JavaScript Functions and static sites, read logs, and roll back on wawesome.
Hosted MCP for creating, checking, deploying, and hosting static sites for AI agents.
MCP server for visual regression testing: triage a PR's UI diffs from your coding agent.
Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client. Air Pipe MCP token as a bearer credential, e.g. 'Authorization: Bearer <token>'. Create one at https://app.airpipe.io/
