Updated weekly ·
What AI agents actually use.
Most-called tools, top harnesses, skills and MCP servers, free and brand-new open models, and the cheapest or fastest place to run them. Each row links to its source.
For agents
GET https://gofreealts.com/agent-stack/data.json GET https://gofreealts.com/agent-stack/index.md - top level
nameurlpublisherupdatedcadencelicensesections- section keys
toolsendpointsharnessesskillsskills_trendingclawhubtemplatesmcpfree_modelsnew_openarenaprovidersmarketplacesstartupsopen_labsx_signals- each section
titleunitsourcecheckednoterows- row fields
changefreemetricnameossranksuburlvaluewhat- providers.items[]
cheapestfastestmodelpriciest_blendedprovidersurl
Same data as this page. Cite the row's url.
Short guides from this data: Free LLM APIs · Cheapest DeepSeek V4.1 · OpenRouter alternatives
3 charts · 45 rows · week of 2026-10-28
Use
The tools, endpoints and MCP servers agents call.
Tools agents call most
calls, 7 daysCalls routed through Monid, data through 2026-10-27. Free calls count 1/5. Only Monid traffic.
Source: monid.ai/rankings · checked · JSON
Most called endpoints
calls, 7 daysSource: monid.ai/rankings · checked · JSON
MCP servers agents are wired to
public GitHub repos using itCount of public GitHub repos whose agent config includes the server today (favz census).
Source: favz.co/census/tools.csv · checked · JSON
6 charts · 92 rows · week of 2026-10-28
Build with
Harnesses, skills, templates and the marketplaces that list them.
Agent harnesses by usage
usage score 0-100Score = 35% OpenRouter app tokens + 35% npm/PyPI weekly downloads + 15% GitHub stars + 15% AgentGid score (log-scaled). OpenRouter only sees BYO-key traffic.
Source: github.com/ (stars) · api.npmjs.org · openrouter.ai/apps · agentgid.com · checked · JSON
Most installed agent skills
installs, all timeSource: skills.sh/ · checked · JSON
Trending skills today
installs, last 24hskills.sh trending includes skills-shell/superpowers entries with near-identical counts (~20.3K each) — possible install inflation; flag before ranking.
Source: skills.sh/trending · checked · JSON
Skill & agent template repos
GitHub starsSource: github.com/ · checked · JSON
Top OpenClaw skills (ClawHub)
downloadsSource: clawhub.ai/ · checked · JSON
Where agents find skills, tools & bots
skills.sh (Vercel)agent skills (SKILL.md) for Claude Code/Codex/Cursor/etc; installs leaderboard1.52M skills listed
Hermes Skills Hubaggregated skills (ClawHub, skills.sh, GitHub taps, LobeHub, browse.sh, NVIDIA)102.4K skills
- Official MCP RegistryMCP server metadata




Grok Bot Marketplace (official, xAI)Grok Bot templates; tabs: From Grok Bot Team, Engineering, Sales, Marketing, Design, Personal, Recruiting & People, Product, Operations31 templates on landing page
aiagents.org Grok Bot Hub278 bots
awesome-grok-bot41 github stars
Grok Build Plugin Marketplaceplugins (skills, commands, agents, hooks, MCP, LSP) for Grok Build CLI; launched 2026-06-11309 github stars (xai-org/plugin-marketplace)




LobeHub skills505 skills indexed by hermes
Grok Bot (xAI harness, beta 2026-08-11) official template marketplace at x.ai/bot/marketplace plus community indexes; separate from Grok Build plugin marketplace and Grok Connectors.
Source: see each row · checked · JSON
5 charts · 71 rows · week of 2026-10-28
Run
Free and new open models, the cheapest or fastest place to run them, and who wins human votes.
Free models right now
context windowOpenRouter ':free' variants: $0 in / $0 out, rate-limited. Free ends without notice.
Source: openrouter.ai/api/v1/models · checked · JSON
New open-weight models (30 days)
Hugging Face likesSource: huggingface.co/models?sort=trending · checked · JSON
Best models by human votes (LMArena text)
EloSource: huggingface.co/datasets/lmarena-ai/leaderboard-dataset · checked · JSON
Open-weight labs: newest release
Source: huggingface.co/ · checked · JSON
Cheapest & fastest way to run new open models
$ per 1M tokens, blended 3:1 in:outcheapest priciest providerblended $/1M, same log scale ($0.05 to $10) for every modelamber 4-bit quant or under 97% uptime
- prism-ml/ternary-bonsai-2-9b1 providerCheapestDarkbloom$0.08 in / $0.13 outint499.5% up$0.0925only provider$0.0925Fastestno live speed data
- deepseek/deepseek-v4.1-flash-101736 providersCheapestSail Research$0.101 in / $0.15 outfp4100% up$0.11337.0× spread$0.7875Fastestbaseten104 tok/s · 4,841 ms to first token
- nvidia/nemotron-3.5-super-vl9 providersCheapestDarkbloom$0.06 in / $0.35 outnvfp499.8% up$0.13253.4× spread$0.45Fastestno live speed data
- minimax/minimax-m3.1-flash13 providersCheapestStreamLake$0.135 in / $0.54 outfp894.2% up$0.23631.1× spread$0.2625Fastestnovita73 tok/s · 1,104 ms to first token
- reflection/beam-1.0-501b-a23b5 providersCheapestNebius$0.25 in / $1.0 outfp4100% up$0.43751.4× spread$0.6Fastestbaseten299 tok/s · 355 ms to first token
- moondream/moondream3-preview1 providerCheapestPrimeIntellect$0.3 in / $2.5 outfp8100% up$0.85only provider$0.85Fastestno live speed data
- moondream/moondream3.1-9b-a2b1 providerCheapestPrimeIntellect$0.3 in / $2.5 outfp8100% up$0.85only provider$0.85Fastestno live speed data
- meta/muse-spark-open6 providersCheapestMakora$1.25 in / $4.25 outfp4100% up$2.01.0× spread$2.0Fastestbaseten113 tok/s · 295 ms to first token
Cheapest = lowest blended price on OpenRouter (check quant + uptime). Speed = Hugging Face router live throughput; not every model has it.
Source: openrouter.ai/api/v1/models/{id}/endpoints · router.huggingface.co/v1/models · checked · JSON
1 chart · 30 rows · week of 2026-10-28
Money
Latest public revenue run-rates of AI companies.
AI companies by revenue run-rate
USD per year- 1
Anthropicfrontier lab · 2026-07 · CNBC$65.0B - 2
OpenAIopen weightsfrontier lab · 2026-09-30 · Quartz citing CNBC/FT$50.0B77% of No. 1 - 3
xAI / SpaceX 'Super Intelligence' segmentfrontier lab (+ Cursor, cloud) · 2026-Q3 · Motley Fool on SpaceX Q3 results$30.4B47% of No. 1 - 4
CoreWeave (public, CRWV)GPU cloud / infra · 2026-Q2 · The Register$10.3B16% of No. 1 - 5
Cursor (Anysphere)coding agent / IDE · 2026-06 · Dealroom.co$4.0B6% of No. 1 - 6
MercorAI training data / expert marketplace · 2026-06 · TechCrunch$2.0B3% of No. 1 - 7
Surge AIAI training data / RLHF · 2025-08 (reported May 2026) · aitrainer.work (cites Sacra/GetLatka)$1.4B2% of No. 1 - 8
Together AIinference / neocloud · 2026-Q2 · Value Add VC (cites company)$1.1B2% of No. 1 - 9
Fireworks AIinference · 2026-07-15 · Fireworks (company blog)$1.0B2% of No. 1 - 10
Modal Labsserverless GPU / sandboxes infra · 2026-10-14 · Modal (company blog); SiliconANGLE$1.0B2% of No. 1 - 11
Cognition (Devin + Windsurf)coding agent · 2026-09 · Startup Fortune citing Bloomberg$1.0B2% of No. 1 - 12
Scale AIAI training data · 2025 FY (stated May 2026) · Value Add VC citing Forbes (May 2026)$1.0B2% of No. 1 - 13
PerplexityAI search / answer engine · 2026-08 · Benzinga citing Reuters/The Information$750M1% of No. 1 - 14
Cerebras (public, CBRS)AI chips / inference cloud · 2026-Q2 · Cerebras IR$720M1% of No. 1 - 15
Lovablevibe-coding app builder · 2026-09 · Sacra (estimate)$600Munder 1% of No. 1 - 16
Baseteninference · 2026-03 · Sacra (estimate)$600Munder 1% of No. 1 - 17ElevenLabsvoice AI · 2026-09 · Value Add VC$600Munder 1% of No. 1
- 18
Vercel (v0)dev platform / app builder · 2026-10-01 · okara.ai citing The Information$600Munder 1% of No. 1 - 19
Replitcoding agent / app builder · 2026-04 · Sacra (estimate)$525Munder 1% of No. 1 - 20
Midjourneyimage/video generation · 2026 · Value Add VC (estimate)$500Munder 1% of No. 1 - 21
Groqinference chips / cloud · 2025 FY · Wikipedia$500Munder 1% of No. 1 - 22
Mistral AIopen weightsfrontier lab (EU) · 2026-02 · Presenc AI citing Financial Times$400Munder 1% of No. 1 - 23
Harveyopen weightslegal AI · 2026-09 · SaaS Sentinel$400Munder 1% of No. 1 - 24
Gleanenterprise search / agents · 2026-05-28 · Business Wire (company)$300Munder 1% of No. 1 - 25
OpenEvidencemedical AI search · 2026-07 · Investing.com citing The Information$300Munder 1% of No. 1 - 26
SunoAI music · 2026-02 (reaffirmed 'far beyond' Oct 2026) · Digital Music News$300Munder 1% of No. 1 - 27
Cohereopen weightsenterprise LLMs · 2025-12 · CNBC$240Munder 1% of No. 1 - 28
Sierracustomer-service agents · 2026-05 · TradeOpus citing NYT$200Munder 1% of No. 1 - 29
Runwayvideo generation / world models · 2026-09 · Clink citing Bloomberg$200Munder 1% of No. 1 - 30
HeyGenAI video avatars · 2026-06-25 · HeyGen (company)$200Munder 1% of No. 1
Latest public figure per company; dates and metric types differ (ARR, run-rate, quarterly ×4). Not strictly comparable.
Source: per row (CNBC, Reuters, The Information, filings…) · checked · JSON
1 chart · 12 rows · week of 2026-10-28
On X
What builders claimed on X this week. Leads, not verified facts.
On X this week
likesClaims seen on X. Leads, not verified facts: a number only moves into the tables above after we check the official source.
Source: x.com/ (read-only search by our X researcher) · checked · JSON
Data snapshot 2026-10-28. Rankings never change for payment. Spotted something wrong? Each row links to where the number came from.