"Examples of complex problem-solving using multiple tools" matching MCP connectors:

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/

Free selector plus read-only GitHub bounty, agent harness, Actions, flake, and MCP drift decisions.

Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client.

Read-only GitHub bounty, agent harness, Actions failure, flake, and MCP tool-drift decisions.

AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).

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.

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

One place to build, share, and govern the skills and tools your AI agents use at work.

Multi-CI security scanner with a live threat-intel feed of compromised CI components

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.

Deploy static sites and Next.js apps from any AI editor with one command. 46 MCP tools for deployment, release management, custom domains, and team sharing. Works with Claude Desktop, Cursor, Windsurf, and all MCP-compatible clients.

Deploy full-stack apps (Postgres, Redis, S3, workers, backups) from Claude or curl. 59 MCP tools.

327 dev tools via REST API and MCP. Generate Dockerfiles, schemas, K8s, APIs, and more.

The Buildkite MCP server exposes Buildkite product data (pipelines, builds, jobs, and test data) to AI tools, editors, and agents through the Model Context Protocol. It provides capabilities including pipeline creation and management, build monitoring with specialized tools like 'wait_for_build', efficient log querying using Apache Parquet conversion and caching, and OAuth-based authentication for both read-write and read-only access to Buildkite's REST API.

MCP Server for JFrog, providing tools for development and artifact management.