Developer Tools MCP servers

The cloud Mac alone, with Xcode, for AI agents: run commands, build and test, use the screen.

What changed in your stack since the model's cutoff, error fixes, and security-scanned skills/MCPs

Project context, backlog tasks, and controlled workflows for coding agents. OAuth sign-in.

Software supply chain security: SBOMs, vulnerabilities, fixes, policies and compliance data.

Manage Static Forms (staticforms.dev) form endpoints, form rules and submissions over OAuth.

Operate GitHub from your AI assistant: repos, PRs, issues, Actions. Previews and read-only mode.

Evidence-backed project memory and checkpoints for AI coding agents.

Run commands and manage files on your own machines. Needs a LetKite account; OAuth sign-in.

Improve or correct developer writing, or turn rough notes into technical specs, from your agent.

Build, change, check and publish your Spark sites and apps from your AI assistant.

Turn GitHub pushes into plain-English client update emails. Map repos to clients and review digests.

Code review for diffs: rule-based checks for leaked secrets, unsafe migrations and more.

Autonomous AI developers on your own infrastructure: assign a task, get a pull request.

Deploy web game builds and read playtests: who played, errors, feedback, bugs.

Context for coding agents: checks a GitHub or Linear issue is ready before your agent starts it.

Form backend for static sites: create forms, add email or Discord notifications, read submissions.

Search a software catalogue with source-review dates via authenticated Apify Actor execution.

Ask who calls a route, what a change breaks or who reads a field, across a system's repos.

Six AI-built Apify Actors: ATS jobs, PDF OCR, Lighthouse audits, transcripts, Sheets, site audits

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

Turn any OpenAPI/Swagger spec or REST API docs link into a managed MCP server. Free account.

Read-only release evidence for coding agents: findings, deliveries, source and runtime data.

A hosted backlog coding agents claim work from: one ticket per agent, finished work back to review.

Walks your site's signup or checkout like a customer and checks pages for broken links and errors.

Operate simulations and inspect retained evidence with Firedrill.

Canary watches that check MCP servers' answers against ground truth and return signed verdicts.

Manage Crossmint orgs, projects, environments and API keys from your AI assistant.

Explore GitHub Actions job performance, compute costs and failures with Runzumi analytics.