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The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
Classifica degli strumenti
Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.
- 1Attivo
Let any LLM watch a video locally — and search everything it has ever watched.
mcpcrescita misurataMeasured age: 64 days0 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 10.1/100Apri fonte ↗Installa
claude mcp add claude-real-video -- uvx claude-real-video2 075stelle GitHubstabile - 2Attivo
Local-first RAG MCP server: hybrid search over a folder of your own documents
mcpcrescita misurataMeasured age: 26 days12.19 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.9/100Apri fonte ↗Installa
claude mcp add minirag-mcp -- uvx minirag-mcp63stelle GitHub+61 (+3050.0 %) - 3Attivo
OpenTakeoff
MCPConstruction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
mcpcrescita misurataMeasured age: 78 days2.2 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 5.9/100Apri fonte ↗Installa
claude mcp add opentakeoff -- npx opentakeoff-mcp98stelle GitHub+11 (+12.6 %) - 4Attivo
Compartment
MCPDurable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud.
mcpcrescita misurataMeasured age: 44 days-1.2 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 17.9/100Apri fonte ↗Installa
claude mcp add compartment -- uvx compartment586stelle GitHub-6 (-1.0 %) - 5Attivo
Watch video and live sessions, keep timestamped evidence, and verify an agent's own work.
mcpcrescita misurataMeasured age: 59 days2.8 stelle GitHub per day over 5 days
Daily change decreased by 14.01 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 13.6/100Apri fonte ↗Installa
claude mcp add watch-skill -- uvx watch-skill321stelle GitHub+14 (+4.6 %) - 6Attivo
MCP server for EasyEDA Pro: PCB inspection, BOM, exports, and hardware review.
mcpcrescita misurataMeasured age: 82 days0.2 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 3.2/100Apri fonte ↗Installa
claude mcp add easyeda-mcp-pro -- npx easyeda-mcp-pro37stelle GitHub+1 (+2.8 %) - 7Attivo
Vinv
MCPVinv runs, tests, and finds issues in your services — with zero code changes.
mcpcrescita misurataMeasured age: 41 days1.2 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 19.7/100Apri fonte ↗Installa
claude mcp add vinv -- npx vinv-mcp45stelle GitHub+6 (+15.4 %) - 8Attivo
Vaaya
MCPPay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.
mcpcrescita misurataMeasured age: 61 days0 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 11.3/100Apri fonte ↗Installa
claude mcp add mcp -- npx @vaaya/mcp41stelle GitHubstabile - 9Attivo
Generate images and video from text prompts across Gemini, OpenAI and Kie AI.
mcpcrescita misurataMeasured age: 11 days10.6 stelle GitHub per day over 5 days
Daily change decreased by 53.02 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 36/100Apri fonte ↗Installa
claude mcp add mediagen -- npx mediagen54stelle GitHub+53 (+5300.0 %) - 10Attivo
Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination.
mcpcrescita misurataMeasured age: 21 days16.79 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 34.7/100Apri fonte ↗Installa
claude mcp add technocore-chat -- uvx technocore-mcp130stelle GitHub+84 (+182.6 %) - 11Attivo
Licensed soundtracks and sound effects matched to your video. Commercial use OK.
mcpcrescita misurataMeasured age: 79 days0 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 4.3/100Apri fonte ↗Installa
claude mcp add sonilo-mcp -- uvx sonilo-mcp54stelle GitHubstabile - 12Attivo
Django ORM static analysis MCP. Models, relations, migrations, indexes, signals, N+1.
mcpcrescita misurataMeasured age: 52 days0 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 14.8/100Apri fonte ↗Installa
claude mcp add django-orm-lens -- uvx django-orm-lens72stelle GitHubstabile - 13Attivo
Authorize consequential AI agent actions before execution
mcpcrescita misurataMeasured age: 20 days-0.6 stelle GitHub per day over 5 days
Daily change increased by 3 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 27.5/100Apri fonte ↗Installa
claude mcp add mcp -- npx @decionis/mcp530stelle GitHub-3 (-0.56 %) - 14Attivo
no_human
MCPFile a task with your local no_human and check on it: task_add and task_status over stdio.
mcpcrescita misurataMeasured age: 28 days9 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28.7/100Apri fonte ↗Installa
claude mcp add no_human -- uvx no-human55stelle GitHub+45 (+450.0 %) - 15Attivo
Local searchable memory over the session histories of twenty-one coding agents.
mcpcrescita misurataMeasured age: 51 days16.79 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.1/100Apri fonte ↗Installa
claude mcp add deja-vu -- npx @vshulcz/deja-vu735stelle GitHub+84 (+12.9 %) - 16Attivo
Heimdall
MCPEvery App Store Connect + StoreKit 2 endpoint. 890 tools in 13 profiles, narrow to 27.
mcpcrescita misurataMeasured age: 45 days0 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 17.5/100Apri fonte ↗Installa
claude mcp add asc-mcp -- npx @erayendes/asc-mcp47stelle GitHubstabile - 17Attivo
Work a running OrcaSlicer with AI: slice, tune, and understand what each setting costs
mcpcrescita misurataMeasured age: 47 days0.4 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 16.9/100Apri fonte ↗Installa
claude mcp add orcaslicer-mcp -- uvx orcaslicer-mcp33stelle GitHub+2 (+6.5 %) - 18Attivo
MCP server for AI agents to search major Chinese internet platforms with local-first login support.
mcpcrescita misurataMeasured age: 52 days1.2 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 15.4/100Apri fonte ↗Installa
claude mcp add cn-scraper-mcp -- uvx cn-scraper-mcp33stelle GitHub+6 (+22.2 %) - 19Attivo
llmtrim
MCPMCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.
mcpcrescita misurataMeasured age: 87 days1.2 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 1.8/100Apri fonte ↗Installa
claude mcp add llmtrim -- npx @llmtrim/cli222stelle GitHub+6 (+2.8 %) - 20Attivo
lean-memory
MCPEmbedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.
mcpcrescita misurataMeasured age: 74 days0 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 6.2/100Apri fonte ↗Installa
claude mcp add lean-memory -- uvx lean-memory47stelle GitHubstabile - 21Attivo
Read-only merchant data from 8 Chinese e-commerce platforms: orders, products, after-sales, ads
mcpcrescita misurataMeasured age: 86 days1.6 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 2.4/100Apri fonte ↗Installa
claude mcp add mcp-cn-commerce -- uvx mcp-cn-commerce42stelle GitHub+8 (+23.5 %) - 22Attivo
OpenFate Bazi MCP with True Solar Time, Four Pillars, Da Yun, and branch interactions.
mcpcrescita misurataMeasured age: 77 days1 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 5.6/100Apri fonte ↗Installa
claude mcp add bazi-mcp -- npx @openfate/bazi-mcp140stelle GitHub+5 (+3.7 %) - 23Attivo
Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.
mcpcrescita misurataMeasured age: 62 days0 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 10.9/100Apri fonte ↗Installa
claude mcp add sqlsure -- uvx sqlsure98stelle GitHubstabile - 24Attivo
MCP server for Callimachus: local index and search of your AI coding-agent threads
mcpcrescita misurataMeasured age: 77 days0 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 5.1/100Apri fonte ↗Installa
claude mcp add callimachus -- npx callimachus-mcp36stelle GitHubstabile - 25Attivo
Publish videos to TikTok, Reels, Shorts, X, and Facebook through Taisly.
mcpcrescita misurataMeasured age: 84 days-2.4 stelle GitHub per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 2.3/100Apri fonte ↗Installa
claude mcp add agent -- npx @taisly/agent232stelle GitHub-12 (-4.9 %)