"A server to improve math capability of AI" 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.
Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).
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.
Cloud macOS with Xcode for AI agents: run commands, build, test and ship iOS apps.
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/
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.
Give an agent a place to put large output. Build logs and reports get a stable versioned URL.
Deploy static sites from AI agents: deploy_site publishes files and returns a live URL in seconds.
- OwnkubeOAuthio.ownkube
Deploy and run apps, workers, jobs, Postgres, and Valkey on Ownkube from your coding agent with a pay as you go model.
AppDeploy turns app ideas described in AI chat into live full-stack web applications
Agentic testing: HyperExecute jobs, test failure triage, SmartUI visual diffs, a11y audits
Deploy full-stack apps with databases, storage, backups, logs, scaling, and rollback. 74 MCP tools.
Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.
Fail-closed, change-aware verification for AI coding agents with affected-test guidance.
Inspect and control your Northflank projects, services, jobs, and builds from your AI assistant.
Manage Laravel Forge servers, sites, and deployments from your AI assistant.
