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Builder acquisition track
This section only exists to route already-public builder intent into owned draft, save, and share surfaces with explicit attribution.
Open-source maintainers and coding-agent builders are shipping against active MCP release motion right now. Give them a direct build path instead of a generic launch page.
24 organic products match the current filter set.
Labeled partner inventory. Organic radar sections below stay ranked by evidence and activity.
Fresh product additions and updates from the current day.
Friday, Jun 19
Recent tools and launch updates that are still fresh enough to check.
comet-ml/opik · Open source
Open-source LLM observability and evaluation platform from Comet for tracing, prompt management, testing, and agent optimization.
Vendors can claim a product, run public programs, track docs/demo clicks, and see which developer activity turns into account intelligence.
Launch intelligence
tokens& connects launch discovery, docs starts, project proof, and retained usage so enterprise teams know what to do next.
Builders are actively packaging multi-agent orchestration, MCP management, and local automation tooling in public. Route that intent into a tagged build and proof path instead of leaving it in generic repo discovery.
Source-linked
proof state
19,688 stars
radar signal
smithery-ai/cli · Freemium
Registry and install layer for MCP servers and skills that helps developers discover, deploy, and manage agent integrations.
Source-linked
proof state
767 stars
radar signal
Aider-AI/aider · Open source
AI pair programming in the terminal for editing, debugging, and shipping code from an existing git repo with any major LLM provider.
Source-linked
proof state
46,373 stars
radar signal
Arize-ai/phoenix · Open source
Open source AI observability and evaluation platform for tracing LLM applications, running evals, and debugging agent behavior with OpenTelemetry.
Source-linked
proof state
10,176 stars
radar signal
aaif-goose/goose · Open source
Open source desktop, CLI, and API agent for coding and workflow automation with MCP support and broad provider compatibility.
Source-linked
proof state
49,668 stars
radar signal
AgentOps-AI/agentops · Freemium
Developer platform for tracing, debugging, and deploying AI agents with SDK-based observability, session replay, and framework integrations.
Source-linked
proof state
5,639 stars
radar signal
langwatch/langwatch · Freemium
The complete LLMOps platform for agent testing, evaluations, prompt management, and production observability across AI applications.
Source-linked
proof state
3,307 stars
radar signal
upstash/context7 · Freemium
Up-to-date, version-specific documentation retrieval for AI coding agents through MCP and API workflows.
Source-linked
proof state
57,489 stars
radar signal
The newest approved tools in the graph.
Ranked by saves, projects, adoption events, reviews, and public source signals.
firecrawl/firecrawl · Freemium
Web data API and open-source crawling stack for turning sites into clean markdown, structured data, and agent-ready content for RAG and automation pipelines.
Source-linked
proof state
132,641 stars
radar signal
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.
Source-linked
proof state
72,450 stars
radar signal
cline/cline · Open source
Autonomous coding agent available as an IDE extension, SDK, and CLI for builders who want agentic coding workflows tied to repo context.
Source-linked
proof state
63,073 stars
radar signal
OpenHands/OpenHands · Open source
Open-source AI software development agent for delegating coding tasks, editing repositories, running commands, and iterating on fixes.
Source-linked
proof state
76,510 stars
radar signal
ComposioHQ/composio · Freemium
Agent tooling infrastructure for authenticated actions, tool search, and context management across 1000+ integrations for production AI agents.
Source-linked
proof state
28,782 stars
radar signal
