Developer Tools MCP servers

Team memory for coding agents: rules you approve, served to every agent, and which ones it cited.

Read MRR, churn, users, errors, AI costs and 0-100 health scores for every app you run.

Keep docs and help-center screenshots current: find, recapture, mark up and embed them.

Watches your live app, explains every problem in plain language and writes the fix prompt.

Uptime, page speed, app errors and user-flow runs for your sites, plus fix tasks for coding agents.

AI game maker: build, run, screenshot and play-test Godot and retro console games in a live project

Visual website builder synced with real code. Build, publish and maintain websites from any agent.

Build your own tools from chat: design, test and host them on a shareable MCP server URL.

Deploy Azure DevOps work items to QA, staging or UAT by ticket number via Azure Pipelines.

Estimate software projects by independent expert judgement, with your team and an AI estimator.

Your coding agent asks the business logic of your repository and checks commits before they land

Publish an app your AI agent built, then choose who can open it, like sharing a doc.

Build and edit WordPress websites for local service businesses and run Lead Gen demo-site batches.

Proofread live pages and sites for spelling, grammar, and placeholder text. Free: 2 pages a month.

Publish desktop apps to the Microsoft Store and check their downloads, reviews and Store listing.

Detect any website's tech stack, DNS and email security, subdomains and sitemap from your agent.

Generate email, page & PDF document templates as React code (Unlayer Elements) or AI; edit visually.

Give your agent a persistent workspace: files, a code sandbox and a public URL to publish to.

Ask what shipped, and draft, edit and approve launch posts, changelogs and docs updates.

Create and manage test cases, test runs and results in Testiny from your AI assistant.

Review connected software projects, submit local findings and read reports with explicit approval.

Founders' AI CTO: CI failures explained, PRs and checks, release notes, alerts.

The context platform for AI agents: code search, team decisions, and grounded project context.

Open-source vibe coding hosting over MCP: your agent builds, previews and publishes web apps.

Codebase knowledge graph — architectural awareness for AI coding agents via MCP

Git-native content governance for AI agents — 27 deterministic MCP tools over stdio and HTTP.

Remote Linux boxes for coding agents: Docker, a browser, screenshots, logs, human takeover.

Run sandboxed Python for calculations and PDFs; no other languages, installs or network.