Agents

Tma1

Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks...

Uxc

A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, gRPC, and JSON-RPC

Go Utcp

Official Go implementation of the UTCP

Pullmd

Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. PWA + REST + MCP + Cl...

MCP Server Starrocks

StarRocks MCP (Model Context Protocol) Server

Concierge

🚀 Universal SDK for building next-gen MCP servers

MCP Apache Spark History Server

MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.

Opendocswork MCP

Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source.

Paiml MCP Agent Toolkit

Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic

Sandbox

Fast cold-boot MicroVM sandboxes for AI agents on cocoon

MCP Server For Oscal

OSCAL tools for AI agents

Anima Use Google

MCP server + browser sidecar extension that lets AI agents run Google AI Mode searches using your own logged-in browser session