Dashboard

Weekly + monthly stats across registries. Updated 7m ago.

🦙 Pulse

Your registry co-pilot • Powered by Ollama

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Summary

Grand totals across all registries.

Total packages

168

Weekly downloads

21.4K

Monthly downloads

57.8K

Top-5 concentration

26%

of weekly downloads

Pulse

Growth signals and data reliability at a glance.

Growth Pulse

26 Top 5 packages drive 26% of weekly downloads. 1 accelerating, 4 stabilizing.

Established Movers (prev ≥ 50/wk)

registrum +12

▲ 12.8% vs prior week 94 → 106

▼ Decliners

claude-sfx -339

▼ 93.1% vs prior week 364 → 25
@attestia/verify -100

▼ 92.6% vs prior week 108 → 8
brand -402

▼ 92.2% vs prior week 436 → 34
shipcheck -256

▼ 92.1% vs prior week 278 → 22
throttleai -96

▼ 90.6% vs prior week 106 → 10

Emerging & New (prev < 50 or first week)

@ai-rpg-engine/modules new +1,845

zero → active this week 1,845/wk
ai-loadout new +1,086

zero → active this week 1,086/wk
@ai-rpg-engine/core new +938

zero → active this week 938/wk
@ai-rpg-engine/conte… new +834

zero → active this week 834/wk
@world-forge/schema new +783

zero → active this week 783/wk

Movers computed from npm 30-day ranges (last 7 vs prior 7). Established = prior week ≥ 50 downloads. Inline sparklines show 7-day trend.

Data Health

Errors: 11

⚠️ npm

88/93 fetched (11 issues)

✅ PyPI

42/42 fetched

✅ VS Code

6/6 fetched

✅ NuGet

27/27 fetched

View fetch issues

npm.bulk [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@mcptoolshop/voice-soundboard-core
npm:@mcptoolshop/voice-soundboard-core [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@mcptoolshop/voice-soundboard-core
npm:@mcptoolshop/voice-engine-dsp [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@mcptoolshop/voice-engine-dsp
npm:@mcptoolshop/repomesh [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@mcptoolshop/repomesh
npm:@mcptoolshop/prov-engine [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@mcptoolshop/prov-engine
npm:@attestia/types [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@attestia/types
npm:@attestia/treasury [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@attestia/treasury
npm:@ai-rpg-engine/asset-registry [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@ai-rpg-engine/asset-registry
npm:@ai-rpg-engine/pack-registry [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@ai-rpg-engine/pack-registry
npm:world-forge [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/world-forge
npm.range:@mcptoolshop/repomesh [npm] Too Many Requests: https://api.npmjs.org/downloads/range/2026-02-07:2026-03-09/@mcptoolshop/repomesh

Freshness: updated 7m ago • 3/4 registries OK

Breakdown

Per-registry weekly downloads and 30-day activity.

Per-registry (weekly)

Max: 19.2K

npm

19.2K • 93 pkg

PyPI

2.2K • 42 pkg

VS Code (all-time installs)

133 • 6 pkg

NuGet (all-time installs)

6.8K • 27 pkg

30-day activity

Aggregate npm daily downloads.

Leaderboard

Sorted by downloads. npm/PyPI = weekly; VS Code/NuGet/Docker = all-time total. Trend = last 7 vs prior 7 (npm only).

Showing 168 packages

npm/PyPI = last 7d • VS Code/NuGet/Docker = all-time

#	Package	Registry	Downloads	Month	30d	Trend
1	@ai-rpg-engine/modules	npm	1,845	1,845		🚀 New (+1.8K)
2	@mcptoolshop/ai-loadout	npm	1,086	1,086		🚀 New (+1.1K)
3	@ai-rpg-engine/core	npm	938	938		🚀 New (+938)
4	@ai-rpg-engine/content-schema	npm	834	834		🚀 New (+834)
5	@world-forge/schema	npm	783	783		🚀 New (+783)
6	@ai-rpg-engine/starter-fantasy	npm	762	762		🚀 New (+762)
7	@world-forge/export-ai-rpg	npm	716	716		🚀 New (+716)
8	@ai-rpg-engine/starter-cyberpunk	npm	701	701		🚀 New (+701)
9	@ai-rpg-engine/equipment	npm	545	545		🚀 New (+545)
10	@ai-rpg-engine/starter-pirate	npm	519	519		🚀 New (+519)
11	@ai-rpg-engine/starter-zombie	npm	514	514		🚀 New (+514)
12	@ai-rpg-engine/starter-detective	npm	509	509		🚀 New (+509)
13	@ai-rpg-engine/campaign-memory	npm	488	488		🚀 New (+488)
14	@mcptoolshop/claude-rules	npm	464	464		🚀 New (+464)
15	@mcptoolshop/site-theme	npm	458	2,088		▼ 68.2%
16	@ai-rpg-engine/cli	npm	444	444		🚀 New (+444)
17	@ai-rpg-engine/character-creation	npm	442	442		🚀 New (+442)
18	@world-forge/renderer-2d	npm	438	438		🚀 New (+438)
19	@ai-rpg-engine/pack-registry	npm	437	0		🚀 New (+437)
20	@ai-rpg-engine/character-profile	npm	433	433		🚀 New (+433)
21	@ai-rpg-engine/starter-weird-west	npm	421	421		🚀 New (+421)
22	@ai-rpg-engine/starter-colony	npm	406	406		🚀 New (+406)
23	@ai-rpg-engine/terminal-ui	npm	346	346		🚀 New (+346)
24	@ai-rpg-engine/audio-director	npm	298	298		🚀 New (+298)
25	@mcptoolshop/claude-memories	npm	277	277		🚀 New (+277)
26	@mcptoolshop/escape-the-valley	npm	276	276		🚀 New (+276)
27	@mcptoolshop/artifact	npm	270	270		🚀 New (+270)
28	polyglot-gpu	PyPI	264	264	—	🚀 New (+264)
29	@ai-rpg-engine/presentation	npm	226	226		🚀 New (+226)
30	@mcptoolshop/registry-stats	npm	222	1,546		▼ 78.6%
31	@ai-rpg-engine/soundpack-core	npm	207	207		🚀 New (+207)
32	@ai-rpg-engine/ollama	npm	192	192		🚀 New (+192)
33	sovereignty-game	PyPI	191	191	—	🚀 New (+191)
34	xrpl-camp	PyPI	190	190	—	🚀 New (+190)
35	@mcptoolshop/xrpl-lab	npm	182	182		🚀 New (+182)
36	@ai-rpg-engine/image-gen	npm	182	182		🚀 New (+182)
37	@ai-rpg-engine/asset-registry	npm	181	0		🚀 New (+181)
38	@mcptoolshop/websketch-ir	npm	163	1,062		▼ 47.6%
39	@mcptoolshop/polyglot-mcp	npm	136	677		▼ 74.9%
40	escape-the-valley	PyPI	108	108	—	🚀 New (+108)
41	@mcptoolshop/registrum	npm	106	200		▲ 12.8%
42	voice-soundboard	PyPI	105	702	—	🚀 New (+105)
43	@accessibility-suite/ci	npm	93	93		🚀 New (+93)
44	@mcptoolshop/ai-ui	npm	93	93		🚀 New (+93)
45	@accessibility-suite/evidence-engine	npm	91	91		🚀 New (+91)
46	@mcptoolshop/prov-engine-js	npm	90	545		▼ 60.9%
47	@ai-rpg-engine/rumor-system	npm	88	88		🚀 New (+88)
48	a11y-ci	PyPI	81	927	—	🚀 New (+81)
49	a11y-lint	PyPI	71	825	—	🚀 New (+71)
50	headless-wheel-builder	PyPI	63	617	—	🚀 New (+63)
51	backpropagate	PyPI	61	764	—	🚀 New (+61)
52	@mcptoolshop/backprop	npm	56	1,123		▼ 90.3%
53	@mcptoolshop/npm-launcher	npm	56	267		▼ 73.5%
54	@mcptoolshop/voice-soundboard-mcp	npm	55	1,018		▼ 73.4%
55	payroll-engine	PyPI	53	570	—	🚀 New (+53)
56	mcp-select	PyPI	53	532	—	🚀 New (+53)
57	a11y-assist	PyPI	50	548	—	🚀 New (+50)
58	nexus-control	PyPI	50	385	—	🚀 New (+50)
59	@mcptoolshop/websketch	npm	49	597		▼ 74.6%
60	integradio	PyPI	48	521	—	🚀 New (+48)
61	ally-demo-python	PyPI	48	440	—	🚀 New (+48)
62	nexus-attest	PyPI	47	417	—	🚀 New (+47)
63	@mcptoolshop/claude-guardian	npm	47	382		▼ 86%
64	@mcptoolshop/mcp-tool-registry	npm	46	786		▼ 78.2%
65	flexiflow	PyPI	46	512	—	🚀 New (+46)
66	nexus-router	PyPI	45	590	—	🚀 New (+45)
67	mcp-stress-test	PyPI	45	290	—	🚀 New (+45)
68	@mcptoolshop/xrpl-camp	npm	44	485		▼ 90%
69	@accessibility-suite/mcp-tools	npm	44	44		🚀 New (+44)
70	@accessibility-suite/core	npm	42	42		🚀 New (+42)
71	@mcptoolshop/voice-soundboard-core	npm	41	938		▼ 80.7%
72	aspire-ai	PyPI	41	553	—	🚀 New (+41)
73	@mcptoolshop/sovereignty	npm	41	469		▼ 90.4%
74	nexus-router-adapter-stdout	PyPI	41	326	—	🚀 New (+41)
75	@mcptoolshop/mcp-aside	npm	40	637		▼ 81.7%
76	mcpt-pathway	PyPI	40	381	—	🚀 New (+40)
77	nexus-router-adapter-http	PyPI	40	314	—	🚀 New (+40)
78	@mcptoolshop/toolshopstudio	npm	39	731		▼ 82.4%
79	tool-scan	PyPI	37	485	—	🚀 New (+37)
80	zip-meta-map	PyPI	37	387	—	🚀 New (+37)
81	@mcptoolshop/file-forge	npm	35	415		▼ 81.5%
82	@mcptoolshop/brand	npm	34	470		▼ 92.2%
83	@mcptoolshop/ai-jam-sessions	npm	33	728		▼ 89.6%
84	file-compass	PyPI	33	445	—	🚀 New (+33)
85	@mcptoolshop/game-dev-mcp	npm	32	419		▼ 84.3%
86	@mcptoolshop/consensus-os	npm	30	518		▼ 84.8%
87	@mcptoolshop/synthesis	npm	30	431		▼ 85.6%
88	code-covered	PyPI	28	479	—	🚀 New (+28)
89	@mcptoolshop/civility-kernel	npm	28	406		▼ 90.2%
90	xrpl-witness	PyPI	28	272	—	🚀 New (+28)
91	brain-dev	PyPI	27	312	—	🚀 New (+27)
92	@mcptoolshop/claude-session-copilot	npm	27	310		▼ 85.8%
93	@mcptoolshop/venvkit	npm	26	331		▼ 87.2%
94	@mcptoolshop/registry-sync	npm	26	258		▼ 88.8%
95	@mcptoolshop/claude-sfx	npm	25	389		▼ 93.1%
96	mcp-bouncer	PyPI	25	220	—	🚀 New (+25)
97	tool-compass	PyPI	24	519	—	🚀 New (+24)
98	codebatch	PyPI	24	304	—	🚀 New (+24)
99	@mcptoolshop/repo-crawler-mcp	npm	23	300		▼ 87.8%
100	@mcptoolshop/logo-studio	npm	22	544		▼ 83.7%
101	@mcptoolshop/shipcheck	npm	22	300		▼ 92.1%
102	voice-soundboard-plugin	PyPI	22	222	—	🚀 New (+22)
103	@mcptoolshop/vocal-synth-engine	npm	22	212		▼ 88.4%
104	nullout-mcp	PyPI	21	115	—	🚀 New (+21)
105	cwm-mcp	PyPI	20	311	—	🚀 New (+20)
106	mcpt	PyPI	20	136	—	🚀 New (+20)
107	@mcptoolshop/promo-kit	npm	17	630		🚀 Emerging (+0)
108	@mcptoolshop/voice-engine-dsp	npm	17	304		▼ 83%
109	codeclone-cli	PyPI	16	117	—	🚀 New (+16)
110	@mcptoolshop/websketch-mcp	npm	16	112		▼ 83.3%
111	@mcptoolshop/logo-presets	npm	15	227		▼ 88%
112	@attestia/sdk	npm	14	299		▼ 84.1%
113	scalarscope	PyPI	14	185	—	🚀 New (+14)
114	@attestia/types	npm	13	450		▼ 86.3%
115	@attestia/reconciler	npm	13	342		▼ 85.9%
116	@attestia/witness	npm	13	329		▼ 87.3%
117	@attestia/proof	npm	13	314		▼ 86.5%
118	comfy-headless	PyPI	13	250	—	🚀 New (+13)
119	audiobooker-ai	PyPI	13	137	—	🚀 New (+13)
120	@attestia/registrum	npm	12	390		▼ 86.5%
121	@attestia/ledger	npm	12	389		▼ 86.5%
122	@attestia/chain-observer	npm	12	368		▼ 87.8%
123	@attestia/treasury	npm	12	358		▼ 87.9%
124	@attestia/event-store	npm	12	324		▼ 87.2%
125	@attestia/node	npm	12	306		▼ 87.2%
126	venvkit	PyPI	12	33	—	🚀 New (+12)
127	@attestia/vault	npm	11	356		▼ 88%
128	@mcptoolshop/repomesh	npm	11	102		▼ 87.9%
129	@mcptoolshop/throttleai	npm	10	220		▼ 90.6%
130	@attestia/verify	npm	8	332		▼ 92.6%
131	mcp-kv-context	PyPI	4	23	—	🚀 New (+4)
132	MouseTrainer.Domain	NuGet	425	0	—	—
133	InControl.Core	NuGet	389	0	—	—
134	MouseTrainer.Simulation	NuGet	368	0	—	—
135	MouseTrainer.Audio	NuGet	363	0	—	—
136	CursorAssist.Canon	NuGet	324	0	—	—
137	Attestia.Core	NuGet	309	0	—	—
138	CursorAssist.Trace	NuGet	306	0	—	—
139	Soundboard.Client	NuGet	302	0	—	—
140	Gov.Protocol	NuGet	294	0	—	—
141	DevOpTyper.Content	NuGet	286	0	—	—
142	LinuxDevTyper.Core	NuGet	285	0	—	—
143	RunForgeDesktop.Core	NuGet	276	0	—	—
144	CodeClone.Domain	NuGet	275	0	—	—
145	CursorAssist.Engine	NuGet	273	0	—	—
146	CursorAssist.Policy	NuGet	272	0	—	—
147	Gov.Common	NuGet	272	0	—	—
148	Attestia.Client	NuGet	268	0	—	—
149	Attestia.Sidecar	NuGet	266	0	—	—
150	InControl.Inference	NuGet	183	0	—	—
151	Soundboard.Maui.Audio	NuGet	181	0	—	—
152	VortexKit	NuGet	181	0	—	—
153	ClaimLedger	NuGet	172	0	—	—
154	CreatorLedger	NuGet	164	0	—	—
155	CodeTeam.Core	NuGet	109	0	—	—
156	CodeTeam.Crypto	NuGet	101	0	—	—
157	CodeTeam.Packaging	NuGet	70	0	—	—
158	mcp-tool-shop.runforge	VS Code	66	0	—	—
159	CodeTeam	NuGet	51	0	—	—
160	mcp-tool-shop.codecomfy-vscode	VS Code	45	0	—	—
161	mcp-tool-shop.vscode-voice-soundboard	VS Code	17	0	—	—
162	mcp-tool-shop.websketch-vscode	VS Code	2	0	—	—
163	mcp-tool-shop.registry-stats-vscode	VS Code	2	0	—	—
164	mcp-tool-shop.polyglot-vscode	VS Code	1	0	—	—
165	@mcptoolshop/prov-engine	npm	0	0		🚀 Emerging (+0)
166	ai-rpg-engine	npm	0	0		🚀 Emerging (+0)
167	world-forge	npm	0	0		🚀 Emerging (+0)
168	@world-forge/editor	npm	0	0		🚀 Emerging (+0)

📖 How to use this dashboard

Quick start

Set up your portfolio — go to the Setup page, paste your package names (one per line), and save.
Wait for data — registry-stats fetches download counts from npm, PyPI, VS Code Marketplace, NuGet, and Docker Hub. The first snapshot takes about a minute.
Explore the tabs — Home has the AI chat assistant, Analytics shows charts and insights, and Leaderboard ranks every package.

What each tab does

🏠 Home

The landing view with the executive snapshot (total downloads, weekly change, health score, diversity) and the Registry Assistant — an AI chat powered by a local Ollama model that can answer questions about your data.

📊 Analytics

Six interactive charts: 30-Day Trend (toggle between aggregate, per-registry, and top-5 views), Registry Share (polar area), Portfolio Risk (distribution histogram with Gini & P90), Top 10 Momentum (bar chart colour-coded by velocity), Velocity Tracker (sparkline list sorted by growth rate), and 30-Day Heatmap (per-package daily grid with spike detection).

🏆 Leaderboard

Every package ranked by weekly downloads with inline 30-day sparklines and a smart trend badge that avoids misleading percentages for low-volume packages.

Key concepts

Smart Growth Engine: Percentages can be misleading when the previous count is tiny (e.g., 2 → 50 = +2,400%). When the prior period is below 20 downloads the badge shows 🚀 Emerging instead of a raw percentage. Growth above 500% is capped and the real delta is shown alongside.
Velocity Score: A damped growth metric: (curr − prev) / √(prev + k). It rewards genuine acceleration while keeping tiny-base packages from dominating. Used in Momentum, Velocity Tracker, and Leaderboard columns.
Spike detection (>2σ): On the heatmap, any day where a package’s downloads are more than two standard deviations above its 30-day mean is flagged with an amber dot. The “Spikes Only” toggle dims everything else so anomalies stand out.
Health Score (0–100): A composite index combining registry coverage (how many sources responded), error count, week-over-week growth direction, and Shannon diversity (how evenly downloads spread across registries).
Confidence badges: ✅ ok = fresh data, ⚠️ partial = some endpoints failed, ⛔ error = provider unreachable. Shown on the home executive snapshot and the setup page.

Using the AI assistant

The Registry Assistant on the Home tab talks to a local Ollama instance on localhost:11434. It automatically injects a snapshot of your registry data into every prompt so the model can answer questions like:

“Which package grew the fastest this week?”
“Summarise the npm vs PyPI split.”
“Why did site-theme spike on day 27?”

Requirements: Ollama running locally with at least one model pulled (e.g., ollama pull llama3.2). If Ollama is offline the chat shows a friendly fallback message — everything else works normally.

Companion tools

📦

registry-sync

Desired-state sync engine for multi-registry publishing. Detects drift, missing packages, and orphaned entries. Use registry-sync audit to check and registry-sync plan to preview changes.

🖥️

Desktop app (MAUI WebView2)

When served inside the .NET MAUI host the dashboard auto-refreshes from a local cache. The window.__registryStatsBridge API lets the native layer push fresh snapshots.

How data flows

The pipeline runs each time you build the site (or on a schedule in CI):

portfolio.txt → fetch providers → stats.json → Astro build → static HTML

The engine queries five registries in parallel: npm (weekly + 30-day range), PyPI (weekly), VS Code Marketplace (installs), NuGet (total), and Docker Hub (pulls). Each provider has retries with exponential back-off.

Useful links

registry-stats on GitHub — source code, issues, CI config
registry-sync on GitHub — multi-registry publishing sync
Ollama — local LLM runtime for the chat assistant
Setup page — portfolio editor, refresh, advanced settings
Privacy policy