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Loading⌘Enterprise evaluation
Shortlist products by commercial fit, reliability, security, integration fit, adoption proof, and missing procurement evidence.

Enterprise evaluation
Built for Fortune 500 evaluators: source-labeled evidence, risk flags, procurement gaps, and buyer-safe reports. Compliance claims are not guessed.
Useful context, but separated from the core identity shortlist so the auth decision stays clean.
Browse public tools, Agent Skills, credits, rankings, and proof signals in one surface. Open a profile when a signal is worth inspecting.
Previewed from visible product evidence. Verified adoption ranking appears as live usage and claims arrive.
| Rank | Product | Profile score | Trust | Signal status | Evidence | Action |
|---|---|---|---|---|---|---|
| #1 | 88 | 77 | API/docs proof | API |
Agent Frameworks· aci.dev
Open-source tool-calling and unified MCP platform that connects agents to hundreds of app actions.
Based on popular builder stacks until you save tools or publish a project.
GitHub heat · +14
Auth· actionrail.ai
Open-source runtime action-grounding framework that verifies proposed agent actions against live systems before execution.
Based on popular builder stacks until you save tools or publish a project.
API ready · +19
Agent Frameworks· adeu.ai
Open-source DOCX-to-LLM translation layer, SDK, and MCP server for non-destructive Word editing and tracked-change redlining by AI agents.
Based on popular builder stacks until you save tools or publish a project.
API ready · -16
Analytics· adside.ai
Hosted MCP server that lets AI agents manage and inspect paid advertising workflows across Meta, LinkedIn, and Google Ads.
Based on popular builder stacks until you save tools or publish a project.
API ready · +13
Cloud Deploy· runaether.dev
Cloud devboxes for running Claude Code, Codex, and OpenCode agents with visible terminals, previews, isolated execution, and PR verification.
Based on popular builder stacks until you save tools or publish a project.
API ready · +6
API Platforms· aetherwealth.ai
Official MCP package for adding trades, alerts, market data, macro calendars, and indicators to AI assistants.
Based on popular builder stacks until you save tools or publish a project.
API ready · +15
Agent Frameworks· docs.ag-ui.com
Open agent-user interaction protocol for connecting AI agents to frontend applications with shared event and state primitives.
Based on popular builder stacks until you save tools or publish a project.
GitHub heat · +3
Agent Frameworks· github.com
Tiny Linux sandbox runner for executing Codex, Claude, OpenCode, and Pi coding agents inside bubblewrap isolation.
Based on popular builder stacks until you save tools or publish a project.
OSS signal · +3
Cloud Deploy· aws.amazon.com
AWS-managed MCP server, skills, plugins, and guardrails for coding agents that build, deploy, and operate AWS applications.
Based on popular builder stacks until you save tools or publish a project.
API ready · +9
AI Agents· agent-zero.ai
Open-source autonomous agent framework that runs agents in a Dockerized Linux environment with tools, skills, plugins, and OpenRouter-compatible model routing.
Based on popular builder stacks until you save tools or publish a project.
GitHub heat · -13
Agent Frameworks· a2a-protocol.org
Official JavaScript SDK for the Agent2Agent protocol, useful when builders need interoperable agent-to-agent communication in apps.
Based on popular builder stacks until you save tools or publish a project.
API ready · +6
Observability· github.com
Local-first work-intelligence dashboard for coding agents that attributes tokens, estimated usage, tasks, and verified evidence from local session logs.
Based on popular builder stacks until you save tools or publish a project.
API ready · +13
| Open |
| #2 | 83 | 76 | API/docs proof | APIDocs | Open |
| #3 | 82 | 75 | API/docs proof | APIDocs | Open |
| #4 | 80 | 74 | API/docs proof | APIDocs | Open |
| #5 | 80 | 74 | API/docs proof | APIDocs | Open |
| #6 | 78 | 74 | API/docs proof | APIDocs | Open |
| #7 | 78 | 74 | API/docs proof | APIDocs | Open |
| #8 | 78 | 73 | API/docs proof | APIDocs | Open |
API ready · +2