Insights / Updates Review evidence health Next best action: Open the highest-priority queue

Freshness Desk

Recently updated agents and stale candidates

Freshness desk for recently updated AgentStaffer listings, stale watchlists, update dates, and profile/trust links. Use re-review for governance decisions.

Updated market Governance queue Evidence queue

Use updates for

Freshness discovery

Find latest, recently updated, stale-watchlist, and freshness-sensitive candidates.

Use re-review for

Lifecycle decisions

Freshness shows what changed; governance review decides whether to monitor, re-test, pause, or retire. Open governance queue.

Freshness BucketsBucket counts and freshness boundaries stay available here.

4938Updated in 180 days

35Active this year

14Aging source

13Stale source

Recent UpdatesLatest indexed candidates, profile records, trust review, review history, and pagination stay available here.

Updated in 180 daysMission Squad

Mission Squad is an AI agent in the AI Agents Frameworks category.

Profile

Review links

Profile JSON Trust JSON History JSON

Updated in 180 daysFloAI

Flo is a composable framework that simplifies the creation of AI agent architectures.

Profile

Review links

Profile JSON Trust JSON History JSON

Updated in 180 daysLaVague

LaVague is an open-source framework designed for developers who want to create AI Web Agents to automate processes for their end users.

Profile

Review links

Profile JSON Trust JSON History JSON

Updated in 180 daysTaskWeaver

A Code-First Agent Framework

Profile

Review links

Profile JSON Trust JSON History JSON

Updated in 180 daysLlamaGym

Fine-tune LLM agents with online reinforcement learning

Profile

Review links

Profile JSON Trust JSON History JSON

Updated in 180 daysDAGent

Build AI Agents with Your Existing Python Code!

Profile

Review links

Profile JSON Trust JSON History JSON

Stale WatchlistStale candidates, governance queue links, review history, and pagination stay available here.

Aging sourceStrands Agents

Open‑source SDK for building and orchestrating single or multi‑agent systems with LLMs and tool integration.

Profile

Review links

Profile JSON Trust JSON History JSON

Aging sourcemarkdown2pdf.ai

Markdown to PDF conversion, for agents.

Profile

Review links

Profile JSON Trust JSON History JSON

Aging sourceAirtable MCP

Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP). Connect your AI tools directly to Airtable for seamless data access and management.

Profile

Review links

Profile JSON Trust JSON History JSON

Review support

Review links

Freshness cards stay readable; re-review records and profile resources stay linked here.

Open Freshness feed JSON

Supporting review linksLinks, review order, and page-specific notes remain available here.

Freshness feed JSON Freshness feed XML Re-review queue JSON Evidence queue JSON Resource catalog JSON OpenAPI JSON Site context TXT Sitemap XML Profile package JSON

Use the structured freshness record instead of raw feed polling when a reviewer needs update context.
Use pagination.nextPageUrl to continue through the recent-update index.
For latest recommendations, use recentUpdates[] but still fetch profileJson, trustJson, trialJson, and installJson before action.
Use staleWatchlist[] to identify candidates that need source freshness evidence, then open /re-review.json for pause, re-test, or retire decisions.
Do not treat a fresh source update as safety approval; inspect trustJson, evidenceJson, and installJson first.

Freshness review path

01Site contextShared review rules
02Freshness watchOpen the focused review record
03Profile pageOpen the candidate page
04Profile resourcesEvidence, setup, trust, trial, and history files

Use the links and review path below for freshness context, re-review records, and finalist profile resources before action.

Review route: OpenAI review tools can start with openai.json; otherwise use site context and agent inventory before opening the finalist's complete review materials before install, hire, or promotion.