Bots & BonesWATCH
Updated 05 Nov, 03:21 UTC
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Every entity on the radar scored against each category's tags, then read one category at a time. An item appears below when it scores at least 60 for that category — below that a match is a single adjacent tag, which is noise.

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Collected2026-11-05 03:23 UTC
Entities2,136
Claimed by a category1,311 61%
Runs of history31 max 31
What the sources said this run
  • GitHub 851 — 7 of 23 search requests failed (HTTP 403: API rate limit exceeded for user ID 290997070. If you reach out to GitHub Support for help, please include the request ID A544:B478D:181838A:4FDE288:6AEBF623 and timestamp 2026-11-05 03:21:08 UTC. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service)). The token is fine — this is the quota. Search allows 30 requests a minute per user, and these already go out one at a time with a retry, so hitting it means two collections overlapped: a scheduled run and a page revalidation, most likely.
  • Product Hunt 40 — Stopped after 2 of 12 pages (HTTP 429: Too Many Requests). This is the quota, not the token: an application gets 6250 complexity points per 15 minutes, and one page of launches costs about 240. Two overlapping collections is the usual cause.
AI916 items · 42.9% of the radar

Applied AI — generation models, agents, and the tooling that runs them.

Status mix
  • Emerging82
  • Rising150
  • Stable562
  • Declining122
Where it concentrates
LLM Tooling334
Agents258
Image Generation223
MCP200
Developer Tools176
Video Generation148

Where it comes fromGitHub 444Hugging Face 148npm 147Papers 129TrustMRR 46Hacker News 16

Top by Opportunity — the one score that already folds in both trend and fit
agent-desktopRising · GitHub · 9 months old

Computer use CLI for AI agents

15,386 Stars+2.5k stars / day
BUILDING BLOCKINFRASTRUCTURE
T
84
F
95
O
75
C
50
skillsRising · GitHub · 3 months old

Get production-ready images, video, audio, and 3D from any AI agent: skills that pick the right model, price before spending, and keep characters and brands consistent through the Scenario MCP, plus expert teams that drive Blender, Maya, ZBrush, Unreal, and Unity.

2,512 Stars+224 stars / day
BUILDING BLOCKGAME TECHINFRASTRUCTURE
T
75
F
90
O
73
C
50
gflow-cliRising · GitHub · 6 months old

Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding agents can drive it too, giving you and your agents full programmatic control over generation. Unofficial, alpha, not affiliated with Google.

358 Stars+5 stars / day
BUILDING BLOCKINFRASTRUCTURE
T
54
F
95
O
70
C
79
frametellStable · GitHub · 26 days old

Frametell: turn your ideas and material into vivid explainer videos with an AI director agent. Local-first, any model.

473 Stars~18 stars / day avglifetime average, not a measured rate
BUILDING BLOCKINFRASTRUCTURE
T
49
F
99
O
70
C
37
claude-seoRising · GitHub · 9 months old

Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP, llms.txt), backlinks, local SEO, e-commerce, international SEO, Google APIs, and PDF/Excel reporting. 9 optional extensions for live SEO data.

26,699 Stars+504 stars / day
BUILDING BLOCKINFRASTRUCTURECONTENT PRODUCTION
T
75
F
86
O
69
C
50
RustXNGEmerging · GitHub · 18 days old

Self-hosted metasearch and grounding engine for AI agents, based on SearXNG. Rust, JSON API, optional page text.

821 Stars~46 stars / day avglifetime average, not a measured rate
BUILDING BLOCKINFRASTRUCTURE
T
55
F
99
O
69
C
37
nanoMuseEmerging · GitHub + Papers · 1 months old

nanoMuse: an open-source personal agent for every device you own. One agent with a name and a look of its own that does things, keeps working while the app is closed, remembers you, and asks before anything you cannot undo. On Android, iPhone and iPad, Windows / macOS / Linux and in the browser; your phone's screen and your computer as its hands.

3,194 Stars~74 stars / day avglifetime average, not a measured rateconfirmed on 2
BUILDING BLOCKINFRASTRUCTUREWATCH
T
53
F
99
O
69
C
49
hobStable · GitHub + Hacker News · 21 days old

An easier way to use AI on your own computer. A free, open-source alternative to Claude and ChatGPT that runs open-weight models like Gemma and gpt-oss locally on Mac, Windows and Linux. Private, and works offline.

474 Stars~22 stars / day avglifetime average, not a measured rateconfirmed on 2
BUILDING BLOCKINFRASTRUCTUREWATCH
T
51
F
95
O
69
C
49
IT392 items · 18.4% of the radar

Software engineering and infrastructure — the systems everything else runs on.

Status mix
  • Emerging19
  • Rising127
  • Stable148
  • Declining98
Where it concentrates
Containers124
Databases94
Security88
Self-hosted76
DevOps61
LLM Tooling58

Where it comes fromGitHub 323TrustMRR 19npm 17Hacker News 15Hugging Face 13Product Hunt 4

Top by Opportunity — the one score that already folds in both trend and fit
awesome-generative-ai-appsRising · GitHub · 3 years old

50+ open-source generative AI apps you can clone, deploy, and monetize — image generators, video tools, virtual try-ons, AI SaaS templates, and platform integrations. One-click Vercel deploy on every template.

717 Stars+29 stars / dayconfirmed on 1
BUILDING BLOCKINFRASTRUCTURE
T
55
F
90
O
68
C
79
netdataRising · GitHub · 13 years old

The fastest path to AI-powered full stack observability, even for lean teams.

81,277 Stars+29 stars / day
BUILDING BLOCKINFRASTRUCTURE
T
62
F
90
O
66
C
79
databasusRising · GitHub · 1 year old

PostgreSQL backup tool with Point-In-Time-Recovery and restore verification

9,233 Stars+48 stars / day
INFRASTRUCTURE
T
56
F
99
O
66
C
79
MaestroRising · GitHub · 4 months old

An all-in-one, 100% local AI video, image, and music studio. Director mode plans full music videos and short films from a single prompt. Built on the WanGP pipeline. Install via Pinokio.

914 Stars+10 stars / dayconfirmed on 1
INFRASTRUCTURECONTENT PRODUCTIONSAAS IDEA
T
38
F
99
O
66
C
79
boxStable · GitHub · 1 months old

Run AI agents in a sandbox that restricts what they can execute, read, write, and reach on the network. Box combines OS isolation with default-deny Dogwood policies and credential injection that keeps secrets outside the agent. Written in Rust. Supports macOS on Apple silicon, with Linux support planned.

493 Stars~15 stars / day avglifetime average, not a measured rate
BUILDING BLOCKINFRASTRUCTURE
T
46
F
90
O
66
C
37
TracekitStable · GitHub · 1 months old

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

443 Stars~11 stars / day avglifetime average, not a measured rate
BUILDING BLOCKINFRASTRUCTURE
T
44
F
90
O
66
C
37
reaStable · GitHub + npm · 7 months old

Reverse engineer anything with agents, from app behavior down to native binaries.

431,347 Stars~2.1k stars / day avgconfirmed on 2
BUILDING BLOCKINFRASTRUCTURE
T
65
F
86
O
65
C
49
analyticsRising · GitHub · 8 years old

Open source, privacy-first web analytics. Lightweight, cookie-free Google Analytics alternative. Self-hosted or cloud.

29,774 Stars+24 stars / day
INFRASTRUCTURESAAS IDEA
T
60
F
86
O
65
C
75
Roblox184 items · 8.6% of the radar

Roblox and game technology — engines, in-game AI, assets and multiplayer.

Status mix
  • Emerging9
  • Rising41
  • Stable107
  • Declining27
Where it concentrates
Game Dev109
Roblox82
Developer Tools36
Open Source20
Agents20
MCP19

Where it comes fromGitHub 139npm 26TrustMRR 13Hacker News 3Hugging Face 2Papers 2

Top by Opportunity — the one score that already folds in both trend and fit
skillsRising · GitHub · 3 months old

Get production-ready images, video, audio, and 3D from any AI agent: skills that pick the right model, price before spending, and keep characters and brands consistent through the Scenario MCP, plus expert teams that drive Blender, Maya, ZBrush, Unreal, and Unity.

2,512 Stars+224 stars / day
BUILDING BLOCKGAME TECHINFRASTRUCTURE
T
75
F
90
O
73
C
50
snapgent-connectorStable · GitHub · 13 days old

Free, open-source connector agent chatbot AI browser to many App via MCP.

80 Stars~6 stars / day avglifetime average, not a measured rate
BUILDING BLOCKGAME TECHINFRASTRUCTURE
T
47
F
86
O
68
C
37
genex-desktopStable · GitHub · 1 months old

Desktop app for game dev with AI: make games in Unreal Engine, Unity, Godot or the browser. The agent sets up the engine, builds your game and play-tests it by itself.

792 Stars~24 stars / day avglifetime average, not a measured rate
BUILDING BLOCKGAME TECHINFRASTRUCTURE
T
49
F
89
O
66
C
37
roblox-ai-studio-agentEmerging · GitHub · 5 days old

An AI agent in your terminal that builds Roblox places in Studio: parts, models, UI and Luau scripts. Place diff before every change, playtests with proof, one undo per turn.

223 Stars~43 stars / day avglifetime average, not a measured rate
GAME TECH
T
56
F
83
O
65
C
25
roblox-ai-place-diffEmerging · GitHub · 5 days old

Every change this Roblox Studio agent makes is a place diff you approve first. Rewind any turn with one Ctrl+Z, playtests run on a copy so live data never moves.

163 Stars~31 stars / day avglifetime average, not a measured rate
GAME TECH
T
56
F
84
O
64
C
29
roblox-tsRising · GitHub · 8 years old

A TypeScript-to-Luau Compiler for Roblox

1,328 Stars+5 stars / day
GAME TECH
T
54
F
83
O
64
C
68
blender-skillsEmerging · GitHub · 21 days old

Professional Blender 5.2 workflows as Agent Skills for Claude Code, Codex, Gemini CLI, Copilot and Cursor: modeling, UVs, PBR, baking, rigging, animation, export and QA.

712 Stars~33 stars / day avglifetime average, not a measured rate
GAME TECHINFRASTRUCTURECREATIVE TECH
T
53
F
89
O
64
C
37
CmdrRising · GitHub · 8 years old

Extensible command console for Roblox developers

542 Stars+5 stars / day
GAME TECH
T
52
F
79
O
64
C
68

Category pools overlap: one item can serve more than one category, so the totals above do not add up to the number of claimed entities.

More categories are coming. These three are what the radar reads today.