Three new entries from today's eco-watch scan:
- paperclipai/paperclip (~54.8k ⭐): hierarchical CEO/manager/worker multi-agent
orchestration with budget constraints and audit trails. Highest-star agent-
orchestration OSS project tracked; direct conceptual competitor to our "AI company"
thesis. Signals: watch for persistent memory and visual org chart additions.
- google/adk-python (~19k ⭐, v1.29.0): Google's official multi-agent SDK. Pairs with
Gemini CLI (already tracked) to form Google's full agent stack. Evaluation teams will
weigh ADK + Gemini CLI vs Molecule AI. Spawns issue #542 (google-adk adapter).
- ChromeDevTools/chrome-devtools-mcp (~35.5k ⭐): official ChromeDevTools MCP server,
23 tools, already the de facto standard for browser tool use across 29 MCP clients.
Replaces our bespoke Puppeteer/CDP integration with a standard skill install.
Spawns issue #540 (browser-automation plugin migration).
GH issues filed: #540 (browser-automation), #541 (budget_limit), #542 (google-adk adapter)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add two new entries to docs/ecosystem-watch.md:
- **AMD GAIA** (amd/gaia, ~1.2k ⭐, MIT, v0.17.2 April 10 2026):
AMD-backed local-first agent framework with MCP client support,
RAG, vision, and voice. Hardware-locked to Ryzen AI but signals
local/privacy-first positioning. @tool decorator pattern worth
borrowing for workspace adapters.
- **ClawRun** (clawrun-sh/clawrun, ~84 ⭐, Apache 2.0, 45 releases):
Closest architectural match we've tracked — hosting/lifecycle layer
with sandbox, heartbeat, snapshot/resume, channels, and cost
tracking. Per-channel budget enforcement is a concrete gap in our
workspace_channels. Filed #368.
HEAD at survey time: 8db86df
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add two new entries to docs/ecosystem-watch.md:
- **GenericAgent** (lsdefine/GenericAgent, ~2.1k ⭐, MIT, v1.0 January
2026): self-evolving skill tree with a four-tier memory hierarchy
(rules/indices/facts/skills/archives). Skill crystallisation at
runtime is the automation of our install-time plugins model. Filed
#361 to add named memory tiers to agent_memories.
- **OpenSRE** (Tracer-Cloud/opensre, ~900 ⭐, Apache 2.0): AI SRE
agent toolkit with 40+ production DevOps integrations and MCP
support. Filed #362 to evaluate its adapters as a Molecule AI
DevOps workspace skill pack.
HEAD at survey time: 2e1fc8d
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add two new entries to docs/ecosystem-watch.md:
- **AgentScope** (modelscope/agentscope, ~23.8k ⭐, Apache 2.0,
v1.0.18 March 26 2026): Alibaba/ModelScope multi-agent framework
with MCP support, MsgHub typed routing, and OpenTelemetry
observability. No canvas or workspace lifecycle — framework-layer
complement, not a platform competitor.
- **Plannotator** (backnotprop/plannotator, ~4.3k ⭐, Apache 2.0+MIT,
v0.17.10 April 13 2026): Browser-based agent plan annotation tool
with structured feedback types (delete/insert/replace/comment).
Directly informs our hitl.py feedback schema. Filed #349 to add
structured feedback types to resume_task.
HEAD at survey time: 0897f9e
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
CI fully green. Dev Lead review: ✅ Approved. Docs-only: adds Gemini CLI and open-multi-agent entries to ecosystem-watch.md; files issues #332 (gemini-cli adapter) and #333 (PM goal-decomp skill).
Two new entries added from the second daily pass (first run merged as PR #150
at 03:20 UTC). Both surfaced in the afternoon trending windows and were not
covered by the morning run.
- microsoft/agent-framework (~9.5k ⭐): official Microsoft successor to
AutoGen; ships migration guide and April 2026 .NET release. Directly affects
our autogen adapter in workspace-template/adapters/. Filed issue #156 to
evaluate adapter update.
- vercel-labs/open-agents (~2.2k ⭐, +1,020 today): cloud coding agent template
from Vercel Labs (same team as Skills CLI). Notable for agent-outside-sandbox
architecture and snapshot-based VM resumption — a more efficient approach
than our current Docker restart + git-clone pattern.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
