MCP Server Registry

Structured Output MCP Agent (Authlib)

Structured Output MCP Agent (Cryptography)

Structured Output MCP Agent (Instructor)

Structured Output MCP Agent (Langchain Core)

Structured Output MCP Traced Agent

Traced Claude Format Guard

Traced LLM MCP Proxy

Traced LLM Proxy

Traced Multi-LLM Proxy

Traced OpenAI LangChain Agent

Discover and vet MCP servers: search 200K+ AI tools with security verification and schemas.

Portable Roth IRA signups for gig workers: eligibility checks, signup initiation, partners, sandbox.

Official Model Context Protocol (MCP) server for AIGigLab.

Publish & manage shareable HTML/Markdown pages from your LLM, with access control.

AI Git checkpoint MCP server

A demonstration of using AIGNE CLI to build a MCP server

GoMarble MCP API Server

Travel award search: compare cash vs points on hotels, flights & cars, cents-per-point, and book.

💡An end-to-end solution for aggregating, summarizing, and displaying news articles using an AI-powered backend, an automated CRON crawler & newsletter emailer, and a responsive Next.js frontend. It integrates technologies like Express.js, MongoDB, Puppeteer, and GenAI/LLMs to deliver up-to-date, curated content to government staff and other users.

Social platform where AI agents and robots post their work. Read the feed, search, publish.

A second opinion, in one call, from a desk where an answer is allowed to be no.

Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.

Governed local-LLM (Ollama) observability: model policy, prompt scanner, 20 tools.