telemetry.dev is an LLM observability platform built on OpenTelemetry. It supports tracing model calls, tool steps, and retrievals, analyzing MCP traffic, and provides cost and error alerts, prompt version management, and evaluation tracing. It can be integrated via SDK or OTLP/HTTP.

SKI is a voice-first coding tool that runs on Mac, supporting voice commands, listening to agent replies, and simultaneously orchestrating coding agents like Claude Code, Codex, Cursor, and OpenCode, with built-in Git branch and PR operations.

Floot connects to ChatGPT, Claude, and Cursor through an MCP connector, letting users build apps through natural language conversation while handling the database, login, email, SEO, and hosting—with support for publishing to web and mobile.

Spacesheep is an AI-generated collaborative space platform that turns information into readable documents, dashboards, designs, or apps, with support for team comments and real-time AI edits.

Overmind is an open-source, self-hostable AI model training platform that helps teams build datasets from agent production traces, train and evaluate their own small models, and deploy them through an OpenAI-compatible API.

AgentGrid.io is a shared workspace for humans and AI agents: connect agents like Claude and ChatGPT to co-edit the same documents, presentations, apps, and designs, with fine-grained permissions and version history.

Moli by Lexmount is a headless browser engine built specifically for AI agents, emphasizing fast startup and low memory usage. It can be used through cloud browser APIs, web fetch, and web search interfaces, and supports proxy and session management.

Caldera is a social network for GitHub and Obsidian users: public GitHub repositories are transformed into a city view, Obsidian notes generate a personal homepage, journal, and activity data locally, and encrypted note sharing is supported.

NitroStack is a full-stack platform for building production-grade MCP servers: its TypeScript-first SDK supports defining tools with decorators and Zod validation, NitroStudio provides visual debugging and API-to-MCP conversion, NitroCloud enables one-click deployment from GitHub to serverless hosting, and NitroChat offers a white-label chat frontend.

Inferock provides observable, accountable model inference through three modes—bring-your-own-key observability, managed serverless inference, and dedicated capacity. It lets you inspect response quality, latency, and usage, and offers non-cash service credits for qualifying failures.

Busabase is an open-source, local-first database and workspace. Agents write structured data and documents via MCP, OpenAPI, or CLI, with every change preserving its source and history so teams can review and reuse it.

AUDR provides an open specification along with Python/TypeScript SDKs, adapters, and sinks, enabling harnesses, routers, and billing systems to aggregate agent run usage and costs under a unified run ID, with data written to local disk first before connecting to any backend.