Evaluate products for your team: inspect official sources, integration resources, and published implementation evidence. Vendors can launch a product and measure the path from evaluation to adoption.
20 organic products match the current filter set.
The newest approved tools in the graph.
LLM APIs · Commercial
Anthropic Claude Sonnet 5 through OpenRouter for agentic coding and tool use; model ID anthropic/claude-sonnet-5, 1M context, $2/M input and $10/M output at intake.
Use the current filters to draft a build or document what you find.
Launch intelligence
Connect discovery, evaluation, and implementation evidence in a company workspace. Retained usage requires authorized tracking; launch traffic and saves alone do not establish adoption.
Free company workspaces require a work email. There is no pricing or self-checkout; paid enterprise access is provisioned manually after a sales call and agreement.
Saves show interest. Published projects show implementation claims. Verified usage is labeled separately. Sponsored placements never establish product fit.
xai-org/grok-build · Open source
SpaceXAI's terminal coding agent with an interactive TUI, headless CI mode, MCP servers, skills, plugins, hooks, and sandboxing.
github/gh-aw · Open source
Open-source GitHub automation framework for defining continuous AI workflows in Markdown with scoped tools, permissions, triggers, and agent orchestration.
Cloud Deploy · Free
AWS-managed MCP server, skills, plugins, and guardrails for coding agents that build, deploy, and operate AWS applications.
NVIDIA/nim-anywhere · Freemium
NVIDIA-hosted and self-deployable NIM large language model APIs exposing OpenAI-compatible inference endpoints for RAG, agentic AI, and production generative applications.
tadata-org/fastapi_mcp · Open source
MCP adapter that exposes FastAPI endpoints as authenticated Model Context Protocol tools.
danny-avila/LibreChat · Open source
Open-source multi-provider AI chat platform with agents, MCP, skills, model switching, and self-hosted team workflows.
openai/codex · Open source
Lightweight coding agent that runs in the terminal and helps builders inspect, edit, test, and ship code from a local workspace.
Ranked by saves, projects, adoption events, reviews, and public source signals.
langchain-ai/langchain · Open source
Framework for composing agents, RAG workflows, retrieval, and tool calls.
musistudio/claude-code-router · Open source
Open-source router for Claude Code that lets builders route coding-agent requests across OpenAI-compatible model providers and custom backends.
openai/openai-agents-python · Open source
Open-source Python SDK for building, running, tracing, and handoff-driven AI agents with OpenAI models and tools.
daytonaio/daytona · Freemium
Secure sandbox infrastructure for running AI-generated code and agent workloads with isolated, stateful environments, fast startup, and SDK control over files, git, and processes.
CopilotKit/CopilotKit · Freemium
Frontend stack for embedding agents, generative UI, and AG-UI workflows in applications.
Build ideas from public releases
These curated starting points link to primary sources so you can inspect a release, try it in a small project, and record what you find. A listed release does not establish developer adoption.
Evaluate an MCP release in a working coding-agent integration. Review the official release, test a concrete workflow, and document the result for your team.
Evaluate persistent Responses API WebSocket connections with previous_response_id continuation. Test tool calls, connection handling, and latency in a bounded implementation before wider adoption.
Try ACP-compatible coding agents through the AI SDK HarnessAgent interface. Check runtime compatibility, MCP connections, session handling, and sandbox behavior in a working evaluation.
Evaluate Exa web search through AI Gateway. Compare grounding, citation quality, model fallbacks, and request traces against your research workflow.
Evaluate Cloudflare Agents SDK tracing across model calls, tool runs, approvals, token usage, and Workers runtime operations. Record which failures and costs your team can inspect.