Content agents: 328 New GitHub ai-agent repos (30 days): 6,000+ skills.sh total: 91,023 Comp. Intel gap ratio: 25 skills per agent Fastest-growing this week: SEO +15 agents Email: 164 agents · 4,020 skills being built Total GTM agents tracked: 1,548 June 22, 2026 · updated every Monday Content agents: 328 New GitHub ai-agent repos (30 days): 6,000+ skills.sh total: 91,023 Comp. Intel gap ratio: 25 skills per agent Fastest-growing this week: SEO +15 agents Email: 164 agents · 4,020 skills being built Total GTM agents tracked: 1,548 June 22, 2026 · updated every Monday
Agent Scan · June 22, 2026

The open agent market.
Counted every week.

Verified agent counts and skills signals across seven go-to-market categories, updated every Monday. The market that moves weekly — tracked so you don't have to.

1,548
GTM agents tracked
36,290
Skills indexed
+52
New this week
6,000+
New GitHub repos / 30d
Agent Scan · Updated weekly

Two layers of intelligence.
One picture of the market.

Agent Count is what's callable today. Skills Signal is what's being built for tomorrow. Read them together and you can see where the market is heading before it gets there.

June 9
1,496
agents tracked
+30 agents35,400 skills
June 16
1,522
agents tracked
+26 agents35,870 skills
June 22 latest
1,548
agents tracked
+26 agents36,290 skills
4-week growth by category
All seven GTM categories · agent counts · rolling 4-week window · steeper = faster growth
Layer 1 · Agent Count
Verified GTM agents —
callable today
Discrete agents across open marketplaces — agent.ai, Relevance AI, agentalent.ai, agentplace.ai — filtered for GTM use cases. Skills, MCP connectors, and embedded SaaS AI are not counted. Tap any row to see what's available.
Updates weekly · ▲ = change this week   mo = change this month
agent.ai relevanceai.com agentalent.ai agentplace.ai
Layer 2 · Skills Signal
Where builders are
experimenting today
Skills volume from skills.sh by GTM category — a leading indicator. Skills are recipes. Agents are cooks. skills.sh is the recipe library. Agent Scan tracks which recipes are being copied most — agents follow in 60 to 180 days.
Updates weekly · ▲ = change this week   mo = change this month
skills.sh filtered for gtm use cases
Skills are recipes. Agents are cooks.

skills.sh is the recipe library. Agent Scan tracks which recipes are being copied most — because where skills cluster today, agents follow in 60 to 180 days. Layer 2 isn't what exists. It's what's coming. The gap between the two layers is where the opportunity is.

60–180
Days: skills to agents

Where the next wave is forming

High skills volume + low agent count = the gap. These three categories show the strongest signal that new agents are incoming in the next 60–180 days.

🔴 Signal #1 · Highest gap ratio
Competitive Intel
209 agents · 5,120 skills · ratio 1:24.5
For every 1 competitive intel agent that exists, 25 skills are being built. Builders are writing the playbook — agents are 60–90 days behind. Watch this category closely.
🟡 Signal #2 · Tied at peak
Email
164 agents · 4,020 skills · ratio 1:24.5
Underserved relative to skills volume. Personalization is driving builder activity faster than agent supply is responding.
🟢 Signal #3 · Emerging early
Revenue Ops
99 agents · 2,270 skills · ratio 1:22.9
Smallest category — but identical gap ratio to the others. Whoever builds the right GTM ops agent here is early.

What this means for you

Three categories, three different moments in the agent maturity curve.

Content
328 agents

The best content agents write in your brand voice, know your audience, and cost less than $1 per newsletter. The market is mature enough to hire from today.

Competitive intel
209 agents

25 skills being built for every 1 agent. The agents coming in the next 60–90 days will be significantly better than anything available now. Wait or move early.

Revenue ops
99 agents

Smallest category, identical gap ratio to the leaders. Whoever builds the right GTM ops agent here is early — and early in this market means a significant head start.

The opportunity map · Agent Scan

Where the next wave of agents
is coming — and how fast.

Each bubble is a GTM category. Position shows skills vs. agents. Bubble size = gap ratio — bigger means more builder activity relative to available agents. Below the line = behind on agents — those categories are where the next wave is forming.

Illustrative · updates weekly
as Agent Scan data is collected
Content
Prospecting
Social & LinkedIn
Competitive Intel
SEO
Email
Revenue Ops
Supply/demand parity line
Growing in your market right now

Models, tools & agents built for your go-to-market work.

Counts across open registries — not all production-ready. Agent Scan tracks and vets what's actually usable for specific GTM workflows.

✍️
Content
49,167
models, tools & agents
🎯
Prospecting
40,195
models, tools & agents
🕵️
Competitive Intel
32,489
models, tools & agents
📣
Social & LinkedIn
30,305
models, tools & agents
📧
Email
25,827
models, tools & agents
🔍
SEO
33,111
models, tools & agents
💰
Revenue Ops
19,165
models, tools & agents
New activity · open registries 0 added this session
Watching registries for new activity…
🔒 Coming soon

Agent Scan is expanding beyond go-to-market.

Go-to-market is live. These business functions are next — vote for the one you want to see first and we'll reach out when it launches.

Coming soon
⚙️
Operations
Process automation, workflow agents, ops intelligence — the function where agent ROI shows up fastest.
✓ Vote recorded. We'll reach out when Operations launches.
Coming soon
🎯
Recruiting
Sourcing, screening, outreach, and pipeline agents — the hiring stack is getting rebuilt with AI.
✓ Vote recorded. We'll reach out when Recruiting launches.
Coming soon
💻
Software Dev
Code generation, review, testing, and deployment agents — the category with the most active builder community by far.
✓ Vote recorded. We'll reach out when Software Dev launches.
Coming soon
💼
Finance
Reporting, forecasting, reconciliation, and FP&A agents — finance teams are early adopters of structured-output agents.
✓ Vote recorded. We'll reach out when Finance launches.
Agent Watch Review · Updated weekly

This week's featured agent.

One agent. One honest assessment. Generated fresh each week from the Agent Scan index.

View all reviews →

Stay ahead of
a market that moves weekly.

Agent Watch is the weekly publication that turns Agent Scan data into readable intelligence for GTM leaders — what's new, what's moving, and what to act on.

Read Agent Watch on Substack → Get on the list
On these numbers: Agent Scan tracks two layers of the open AI agent ecosystem weekly. Layer 1 (Agent Count) counts discrete, callable agents across open marketplaces — agent.ai, Relevance AI, agentalent.ai, agentplace.ai — filtered for GTM use cases. Skills, MCP connectors, and SaaS features with embedded AI are not counted as agents. Layer 2 (Skills Signal) tracks task-relevant skills indexed on skills.sh by GTM category, used as a leading indicator of agent development. Walled gardens (Microsoft Copilot Store, Salesforce AgentExchange, Google Agentspace, AWS) are permanently excluded — they are not open marketplaces. The Hugging Face counter reflects live API data from HF's public endpoint and includes all models, tools, and agent-tagged items across the registry — it is an ecosystem scale indicator, not an Agent Scan count. Baseline numbers are set at Week 0 and updated weekly. Nothing on this page is fabricated or extrapolated beyond what the sources support.