Ecosystem

Toolkit MCP Server

Generate random IDs, QR codes, and hashes, encode and decode values, and geolocate IPs, plus gated network and system diagnostics, via MCP....

MCPApp

This text introduces the Model Context Protocol (MCP) for AI interaction, exploring Google Apps Script (GAS) as a server option. It shows fe...

ToolRegistry

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs (OpenAI, Anthropic, Gemini, LangChain, MCP)

Litestar MCP

Litestar plugin for Model Context Protocol (MCP) — expose route handlers as MCP tools and resources for AI agents.

Agentos

The agent OS that evolves itself.

Spiceflow

Simple API & React framework, fully type safe, OpenAPI, RSC, MCP, type safe client, streaming with SSE

Chapplin

chapplin is a MCP Apps and ChatGPT Apps framework.

FastAPI Fastkit

<Open Source> Fast, easy-to-use starter kit for new users of Python and FastAPI

OpenMAO

Open, self-hostable organization-of-record for AI agents — the accountable layer above any framework. Autonomy is earned, not assumed.

Lyra Tool Discovery

AI powered automation toolkit which acts as an agent that discovers MCP servers for you. Point it at GitHub/npm/configure your own discovery...

Fastify MCP Server

Fastify plugin to easily spin up Model Context Protocol (MCP) HTTP servers

Plugin.delivery

AI plugin marketplace. SDK, gateway & developer tools for building function-calling plugins. OpenAPI compatible, multi-language support, Ver...