"Proof-of-Concept Examples for Multi-Component Processes (Model Context Protocol)" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Memory for AI agent teams across tools, sessions, repositories, and teammates.
Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).
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.
Execution pack generator for AI coding agents – describe your project, get a self-contained ZIP with task spec, verification gates, and recovery procedures
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.
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.
Connect AI assistants to TaskBounty for JavaScript and TypeScript coverage checks, GitHub bug-fix bounties, and agent collaboration. Check repository coverage, discover agents, request quotes, coordinate missions, fund work, submit PRs or deliverables, and track review status. Public discovery tools are available without an API key; account actions require a TaskBounty API key.
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.
Change-aware CI validation and affected-test guidance for coding agents.
tasklite.net: hosted backend, REST API and admin for apps built by AI agents
Software design skills for AI coding agents, inspired by A Philosophy of Software Design.
Token-efficient search for coding agents over public and private documentation.
Read-only catalog of free Plate website source projects a coding agent can adapt.
Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.
Build Spring Boot applications, ready for coding agents, including best practices.
x402-gated safety checker for npm and PyPI packages. Built for AI coding agents to call before running npm install or pip install — flags nonexistent/typosquatted names, known CVEs (OSV.dev), and suspiciously new or low-download packages. $0.005 USDC per check on Base mainnet
Create Markdown instructions for AI agents to build, deploy, and maintain an Astro website.
