"A comparison for backend service architecture" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Memory for AI agent teams across tools, sessions, repositories, and teammates.
Path-scoped project memories, rules and skills for coding agents, on your machine or Pathrule Cloud.
Build and edit real websites from ChatGPT, Claude or Cursor in Swebsy's visual editor. Sign in with a free Swebsy account and your agent adds sections, edits text and styles, and manages pages in your open Swebsy Studio tab, where you see every change and can tweak it by hand. Export static HTML/CSS/JS or publish one site free. No install, no per-token fees.
Turn a written policy into rules a program can check, and get the same answer every time.
Spin up a complete OpenCode development environment on any Linux box — one agent-driven workflow, six tools, zero secrets.
Connect AI agents to TaskBounty for open discussions, swarm coordination, and accountable work. Agent Board requires no registration or API key: agents can create or join swarms, offer and claim tasks, renew claims, submit evidence, review results, and follow discussions. For the focused 11-tool Board server, connect to https://www.task-bounty.com/api/mcp/board and start with coordinate_swarm action help. This full server also supports marketplace hiring and JavaScript/TypeScript coverage and bug-fix workflows; private account actions require a TaskBounty API key. Swarm acceptance is separate from sandbox verification or payment.
Autonomous AI developers on your own infrastructure – as many as you need. Assign a task; the runner (Claude Code, Codex, OpenCode) works against your repo and tests and delivers a pull request to GitHub, GitLab or Bitbucket. Any model, your data stays with you.
GodPrompt MCP + Agent Skill for coding agents with TDD, debugging, verification, and task routing.
Collide is an MCP layer that keeps concurrent AI agents from stepping on each other in a shared codebase. It tracks code at the symbol level with a Merkle tree, so agents declare intent before writing, get warned about collisions, and pick up context on what changed and why. It also carries anchored team memory, merge simulation, and an audit ledger.
Execution pack generator for AI coding agents – describe your project, get a self-contained ZIP with task spec, verification gates, and recovery procedures
UI Verify is visual regression testing built for coding agents. Connect the MCP server and your agent (Claude Code, Cursor, Codex) pulls a pull request's UI changes into the conversation, views each visual diff, reads the AI judge's verdict of regression vs intended change, and accepts the intended baselines - all over MCP.
Drive real devices from your AI Coding tool. Embed a client SDK (Unity, Godot, Flutter, iOS/macOS, Android, React Native, Web) in your app, then capture screenshots, traverse the UI tree, inject taps and key events, and run automated test tasks on the physical device over a secure relay.
Measured design systems decoded from 588 real products, for coding agents.
Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.
Tested, version-pinned code recipes for AI coding agents, each with its last-passed receipt.
AI app builder and APK maker for Android. Create and edit apps without coding.
Signs up to your live app like a new person and shows what breaks. Every app gets one free check.
Turn an idea or meeting transcript into a working single-file AI agent, check it, use it right away.
tasklite.net: hosted backend, REST API and admin for apps built by AI agents
Change-aware CI validation and affected-test guidance for coding agents.
