GetMax AI Lab — process console

Every number on this page came from a command that ran. Generated 2026-08-04 21:25 UTC · ai-lab f936af3 · inference on our own L40S GPUs, us-east-2 — no external provider.
Processes live
1 bd.understand_business
Runs logged
16
Runs succeeded
1275%
Escalated t0→t1
9
Fields evidence-verified
5/28
Companies profiled
4
Read this before trusting a score. Our served model scores 10% on GetMax’s 276-line denial gold set — below the 41.7% you get by always guessing the majority class (frontier control: 85%). So this process does not ask the model to judge; it asks it to quote, and every quote is verified against the fetched page in code. A field whose quote cannot be located is nulled. Fewer true facts beat more false ones.

The Process Equation — technique × model, measured

Both sides get scored: the output and the method. This table is what makes “which tool should the agent reach for” a number instead of an opinion.
TechniqueModelRunsOKAvg sAvg tokensEscalations
t1headless chromiummax-brain99 (100%)13.89,6319
t0http + bs4 (no model)max-brain53 (60%)8.06,5500
autorouter (t0, escalate on fail/thin)max-brain20 (0%)1.700

bd.understand_business — the audit view

Every kept fact carries the verbatim quote it came from. Every dropped fact says what the model claimed and why it was rejected. Mark these right or wrong and they become the gold set.
www.getmaxsolutions.com ICP 20/100 t1 1/7 evidenced

The entity offers enterprise AI enablement services such as custom AI systems, consulting, and co-branded software platforms. These offerings target organizations seeking technology integration rather than delivering direct patient care. Since the service provided is aimed at enabling businesses through AI solutions without involvement in clinical workflows or treatment delivery, it falls outside the scope of healthcare providers treating patients.

FieldValueEvidence
legal_namedropped — quote not found in sourceclaimed: GetMax Solutions
what_they_sellEnterprise AI enablement services including custom AI systems, consulting, and co-branded software platforms.“We built AI into our own company. Now we build it into yours. GetMax runs on 6 AI products we built and operate ourselves — a sales calling engine, a meeting assistant, a denied-claims recovery system, and more. We take”
customer_typedropped — quote not found in sourceclaimed: Enterprises seeking operational transformation via proprietary AI applications.
size_signalsdropped — quote not found in sourceclaimed: $30K/seat cohort program shipped; 67,000+ leads managed by AI.
tech_signalsdropped — quote not found in sourceclaimed: .NET Core backend framework used internally; hosted on AWS cloud environment.
www.hopkinsmedicine.org ICP 85/100 t1 1/7 evidenced

The entity provides direct patient care across multiple domains such as pediatrics, adult specialties, and general health services. This indicates active delivery of clinical services to patients within the United States, placing it firmly among healthcare providers rather than vendors.

FieldValueEvidence
legal_namedropped — quote not found in sourceclaimed: Johns Hopkins Medicine
what_they_sellMedical care including pediatric, adult specialties, and general health services.“We can help you make the right call.”
customer_typedropped — no quote suppliedclaimed: Patients seeking medical care
locationsdropped — quote not found in sourceclaimed: [Raleigh-Durham NC], Florida, Baltimore MD
www.athenahealth.com ICP 25/100 t1 2/7 evidenced

The entity offers an AI-powered suite encompassing EHR, practice management, medical billing, and related services directly to healthcare providers like medical practices and CHCs. Since its target market consists of entities that provide clinical care—such as physicians’ groups and clinics—it qualifies as a 'provider'. However, because it delivers tools used by clinicians during treatment workflows (e.g., EHRs), it functions more as a technology enabler within the delivery chain rather than bei

FieldValueEvidence
legal_namedropped — quote not found in sourceclaimed: athenahealth
what_they_sellan AI-powered suite including electronic health record (EHR), practice management, medical billing, patient engagement, and payer solutions.“technology that relieves burdensome work, helps your organization achieve its goals, and frees clinicians to focus more attention on patient care.”
customer_typemedical practices across various specialties such as primary care, orthopedics, women’s health, behavioral health, urgent care, federally qualified health centers (CHCs), enterprise systems.“Startup Practices Small Medical Practices Medium to Large Medical Practices Enterprise Health Systems Federally Qualified Health Centers Member-centric Care Organizations Behavioral Health Orthopedics Primary Care Urgent”
stripe.com ICP 15/100 t0 1/7 evidenced

The entity offers financial infrastructure such as payment processing, subscription management, card issuance, and embedded finance solutions. These capabilities serve non-healthcare industries like fintech, e-commerce, and general business services. There is no indication that this company operates within healthcare delivery—no patient treatment, clinical service provision, insurance handling, or direct involvement with medical billing workflows.

FieldValueEvidence
legal_namedropped — quote not found in sourceclaimed: Stripe, LLC
what_they_sellFinancial infrastructure enabling businesses to accept payments, manage subscriptions, issue cards, embed financial services, and monetize through various models.“Financial infrastructure to grow your revenue. Accept payments, offer financial services and implement custom revenue models – from your first transaction to your billionth.”
customer_typedropped — quote not found in sourceclaimed: Businesses of all types and scales including startups, e-commerce vendors, SaaS platforms, marketplaces, media outlets, retail chains, professional service firms and large enterpri
size_signalsdropped — quote not found in sourceclaimed: $1.9 trillion in payments volume processed annually; serving over 200 million active subscriptions managed on Stripe Billing.

Failed runs — kept visible on purpose

URLTechniqueError
https://stripe.comt0expected string or bytes-like object, got 'list'
https://stripe.comt0Expecting ',' delimiter: line 33 column 6 (char 1071)
https://www.hopkinsmedicine.orgauto403 Client Error: Forbidden for url: https://www.hopkinsmedicine.org/
https://www.athenahealth.comauto403 Client Error: Forbidden for url: https://www.athenahealth.com/

The OSS lanes — 711 starred + owned repos, classified

Lane A is split by technique, because a DOM driver and a vision model are not substitutes and differ ~100× in cost. Lane B is split by funnel stage. Buckets marked gap are where we own nothing usable.

Lane A — browser automation & computer use

A1 vision-grounded (screenshot -> x,y click) 2 repos 2 permissive
StarsLicenceRepoOurs?PushedWhat it is
14,489mitweb-infra-dev/midscenestar2026-08-04AI-powered, vision-driven UI automation for every platform.
0mitsparowjake-troll/midsceneOURS2026-07-24AI-powered, vision-driven UI automation for every platform.
A2 LLM browser agent (drives a real browser end-to-end) 17 repos 16 permissive
StarsLicenceRepoOurs?PushedWhat it is
66,419mitPanniantong/Agent-Reachstar2026-08-04Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili,
39,912apache-2.0vercel-labs/agent-browserstar2026-08-04Browser automation CLI for AI agents
14,489mitweb-infra-dev/midscenestar2026-08-04AI-powered, vision-driven UI automation for every platform.
13,367noassertion no licenceTencentCloud/TencentDB-Agent-Memorystar2026-08-03TencentDB Agent Memory is a team-level memory hub for AI Agents ? turning conversations, docs, and code into f
11,078apache-2.0bytebot-ai/bytebotstar archived2025-09-12Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, ope
9,843mitpinchtab/pinchtabstar2026-08-03High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and
5,737apache-2.0Giskard-AI/giskard-ossstar2026-08-04? Open-Source Evaluation & Testing library for LLM Agents
2,128mitSahir619/fable-methodstar2026-07-15The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, with the eval that kee
1,905mitaeonfun/opendiastar2026-08-04Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.
682mitlangchain-ai/agentevalsstar2026-07-14Readymade evaluators for agent trajectories
311mit0xK3vin/MegaMemorystar2026-05-03Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings,
0mitsparowjake-troll/Agent-ReachOURS2026-07-03Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili,
0mitsparowjake-troll/agentevalsOURS2026-07-14Readymade evaluators for agent trajectories
0apache-2.0sparowjake-troll/bytebotOURS2025-09-12Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, ope
0mitsparowjake-troll/opendiaOURS2026-07-29Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.
0mitsparowjake-troll/page-agentOURS2026-07-03JavaScript in-page GUI agent. Control web interfaces with natural language.
0mitsparowjake-troll/pinchtabOURS2026-07-26High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and
A3 classic driver (deterministic, cheapest, no model) 4 repos 1 permissive
StarsLicenceRepoOurs?PushedWhat it is
72,546bsd-3-clauseD4Vinci/Scraplingstar2026-07-30?? An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
33,438agpl-3.0 copyleftlightpanda-io/browserstar2026-08-04Lightpanda: the headless browser designed for AI and automation
1,239noassertion no licencebug0inc/passmarkstar2026-07-30The open-source Playwright library for AI browser regression testing with intelligent caching, auto-healing, a
0noassertion no licencesparowjake-troll/passmarkOURS2026-07-09The open-source Playwright library for AI browser regression testing with intelligent caching, auto-healing, a
A4 scrape / crawl / site -> markdown or HTML 13 repos 9 permissive
StarsLicenceRepoOurs?PushedWhat it is
72,546bsd-3-clauseD4Vinci/Scraplingstar2026-07-30?? An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
66,419mitPanniantong/Agent-Reachstar2026-08-04Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili,
9,843mitpinchtab/pinchtabstar2026-08-03High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and
7,428noassertion no licencetiagozip/capstar2026-08-01Free, open-source and self-hosted CAPTCHA alternative to reCAPTCHA. Privacy-first and powered by proof-of-work
3,383mitany4ai/AnyCrawlstar2026-07-31AnyCrawl ?: A Node.js/TypeScript crawler that turns websites into LLM-ready data and extracts structured SERP
2,903mitzcaceres/markdownify-mcpstar2026-07-30A Model Context Protocol server for converting almost anything to Markdown
2,009noassertion no licencewatercrawl/WaterCrawlstar2026-05-20Transform Web Content into LLM-Ready Data
1,099mitHackUnderway/SearchPhonestar2026-07-16Phone number OSINT toolkit with multi-API search (Google, GitHub, Numverify, Reddit, DuckDuckGo) and automatic
498agpl-3.0 copyleftfranckferman/MetaDetectivestar2026-07-15Unleash Metadata Intelligence with MetaDetective. Your Assistant Beyond Metagoofil.
381mitakvise/trends-checkerstar2026-04-08Python CLI for Google Trends analysis with advanced rate limiting, cookie auth, and beautiful terminal outp
349agpl-3.0 copyleftAeternaLabsHQ/pullmdstar2026-08-01Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio,
0mitsparowjake-troll/AnyCrawlOURS2026-06-29AnyCrawl ?: A Node.js/TypeScript crawler that turns websites into LLM-ready data and extracts structured SERP
0bsd-3-clausesparowjake-troll/ScraplingOURS2026-07-04?? An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
A5 full desktop / OS control (beyond the browser) 3 repos 3 permissive
StarsLicenceRepoOurs?PushedWhat it is
14,489mitweb-infra-dev/midscenestar2026-08-04AI-powered, vision-driven UI automation for every platform.
11,078apache-2.0bytebot-ai/bytebotstar archived2025-09-12Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, ope
0apache-2.0sparowjake-troll/bytebotOURS2025-09-12Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, ope
A6 anti-bot / captcha / proxy / stealth (what makes A2-A4 survive in prod) 7 repos 4 permissive
StarsLicenceRepoOurs?PushedWhat it is
72,546bsd-3-clauseD4Vinci/Scraplingstar2026-07-30?? An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
9,843mitpinchtab/pinchtabstar2026-08-03High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and
7,428noassertion no licencetiagozip/capstar2026-08-01Free, open-source and self-hosted CAPTCHA alternative to reCAPTCHA. Privacy-first and powered by proof-of-work
4,469gpl-3.0 copyleftsensepost/gowitnessstar2026-04-22? gowitness - a golang, web screenshot utility using Chrome Headless
0noassertion no licencesparowjake-troll/capOURS2026-06-21Free, open-source and self-hosted CAPTCHA alternative to reCAPTCHA. Privacy-first and powered by proof-of-work
0mitsparowjake-troll/pinchtabOURS2026-07-26High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and
0mitsparowjake-troll/stealth-browser-mcpOURS2026-05-24The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect
A7 headless-browser infra (run many at once) 3 repos 1 permissive
StarsLicenceRepoOurs?PushedWhat it is
33,438agpl-3.0 copyleftlightpanda-io/browserstar2026-08-04Lightpanda: the headless browser designed for AI and automation
9,843mitpinchtab/pinchtabstar2026-08-03High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and
4,469gpl-3.0 copyleftsensepost/gowitnessstar2026-04-22? gowitness - a golang, web screenshot utility using Chrome Headless

Lane B — the sales funnel

B1 BD / ICP / who-is-this-business-for 4 repos 2 permissive
StarsLicenceRepoOurs?PushedWhat it is
60,206agpl-3.0 copyleftultralytics/ultralyticsstar2026-08-04Ultralytics YOLO26, YOLO11, YOLOv8 ? object detection, instance segmentation, semantic segmentation, image cla
6,816mitevidence-dev/evidencestar2026-02-18Business intelligence as code: build fast, interactive data visualizations in SQL and markdown
381mitakvise/trends-checkerstar2026-04-08Python CLI for Google Trends analysis with advanced rate limiting, cookie auth, and beautiful terminal outp
0agpl-3.0 copyleftsparowjake-troll/ultralyticsOURS2026-07-13Ultralytics YOLO26, YOLO11, YOLOv8 ? object detection, instance segmentation, semantic segmentation, image cla
B2 lead sourcing / prospecting 14 repos 7 permissive
StarsLicenceRepoOurs?PushedWhat it is
16,148apache-2.0Robbyant/lingbot-mapstar2026-07-23A feed-forward 3D foundation model for reconstructing scenes from streaming data
14,724agpl-3.0 copyleftmidday-ai/middaystar2026-06-13Invoicing, Time tracking, File reconciliation, Storage, Financial Overview & your own Assistant made for Freel
1,585mitrawfilejson/awesome-osint-arsenalstar2026-07-21OSINT & recon toolkit // 100+ tools, one-command installer, SOCMINT, GEOINT, network recon, dark web, forensic
1,485noassertion no licenceDyneteq/reconyastar2026-07-26Network reconnaissance and asset discovery tool
1,480none no licenceGONZOsint/geowifistar2024-12-21Search WiFi geolocation data by BSSID and SSID on different public databases.
1,099mitHackUnderway/SearchPhonestar2026-07-16Phone number OSINT toolkit with multi-API search (Google, GitHub, Numverify, Reddit, DuckDuckGo) and automatic
498agpl-3.0 copyleftfranckferman/MetaDetectivestar2026-07-15Unleash Metadata Intelligence with MetaDetective. Your Assistant Beyond Metagoofil.
439noassertion no licence7onez/cti-expertstar2026-08-01CTI Expert ? Cyber Threat Intelligence & OSINT analysis skill for Claude Code. 67+ commands, 35 techniques, no
212mitaws-samples/sample-specshipstar2026-07-13Spec-driven autonomous engineering workflow for AI coding agents: recon ? plan ? build ? validate ? ship ? wit
0mitsparowjake-troll/awesome-osint-arsenalOURS2026-07-21OSINT & recon toolkit // 100+ tools, one-command installer, SOCMINT, GEOINT, network recon, dark web, forensic
0mitsparowjake-troll/GenReconOURS2026-06-29-
0agpl-3.0 copyleftsparowjake-troll/middayOURS2026-06-13Invoicing, Time tracking, File reconciliation, Storage, Financial Overview & your own Assistant made for Freel
0noassertion no licencesparowjake-troll/reconyaOURS2026-07-26Network reconnaissance and asset discovery tool
0mitsparowjake-troll/SearchPhoneOURS2026-07-05Phone number OSINT toolkit with multi-API search (Google, GitHub, Numverify, Reddit, DuckDuckGo) and automatic
B3 enrich / verify (does the contact actually exist) 2 repos 2 permissive
StarsLicenceRepoOurs?PushedWhat it is
1,099mitHackUnderway/SearchPhonestar2026-07-16Phone number OSINT toolkit with multi-API search (Google, GitHub, Numverify, Reddit, DuckDuckGo) and automatic
0mitsparowjake-troll/SearchPhoneOURS2026-07-05Phone number OSINT toolkit with multi-API search (Google, GitHub, Numverify, Reddit, DuckDuckGo) and automatic
B4 outreach / sequencing / email + call 18 repos 14 permissive
StarsLicenceRepoOurs?PushedWhat it is
18,661mitdocker-mailserver/docker-mailserverstar2026-08-03Production-ready fullstack but simple mail server (SMTP, IMAP, LDAP, Antispam, Antivirus, etc.) running inside
12,412mitrmyndharis/OpenWAstar2026-08-03Free, Open Source, Self-Hosted WhatsApp API Gateway
11,248mitwangrongding/wechat-botstar2026-07-08? Multi-platform IM AI Agent for Telegram, WhatsApp, Lark, and WeChat. Connects ChatGPT / Claude / Kimi / Deep
4,579agpl-3.0 copyleftusesend/useSendstar2026-07-24Open source alternative to Resend, Sendgrid, Postmark etc.
4,372mitaldinokemal/go-whatsapp-web-multidevicestar2026-08-04GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwoot. Built with Golan
3,363mittyppo/textbeltstar2024-03-28Free API for outgoing SMS
3,005mitvernu/textbeestar2026-08-04open-source sms-gateway. turn any android phone into an sms gateway
1,368gpl-3.0 copyleftrafatosta/zapzapstar2026-08-03WhatsApp desktop application written in PyQt6 + PyQt6-WebEngine.
87mithoodini/whatsapp-public-loganstar2026-02-13Open-source WhatsApp bot with AI capabilities - Logan by YUV.AI
16noassertion no licencemylinehub/omnichannel-crmstar2026-02-07Open-Source Omnichannel CRM with Premium Autodialer Description: bring all features together?voice, SMS, Whats
1mitsparowjake-troll/whatsapp-public-loganOURS+star2026-02-13Open-source WhatsApp bot with AI capabilities - Logan by YUV.AI
1mitsparowjake-troll/wechat-botOURS+star2026-07-08? Multi-platform IM AI Agent for Telegram, WhatsApp, Lark, and WeChat. Connects ChatGPT / Claude / Kimi / Deep
0mitsparowjake-troll/docker-mailserverOURS2026-07-06Production-ready fullstack but simple mail server (SMTP, IMAP, LDAP, Antispam, Antivirus, etc.) running inside
0mitsparowjake-troll/go-whatsapp-web-multideviceOURS2026-07-21GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwoot. Built with Golan
0mitsparowjake-troll/OpenWAOURS2026-07-06Free, Open Source, Self-Hosted WhatsApp API Gateway
0mitsparowjake-troll/textbeeOURS2026-07-10open-source sms-gateway. turn any android phone into an sms gateway
0mitsparowjake-troll/textbeltOURS2024-03-28Free API for outgoing SMS
0agpl-3.0 copyleftsparowjake-troll/useSendOURS2026-07-13Open source alternative to Resend, Sendgrid, Postmark etc.
B5 CRM / system of record / pipeline 13 repos 6 permissive
StarsLicenceRepoOurs?PushedWhat it is
33,438agpl-3.0 copyleftlightpanda-io/browserstar2026-08-04Lightpanda: the headless browser designed for AI and automation
20,556agpl-3.0 copyleftopenobserve/openobservestar2026-08-04Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observabi
9,843mitpinchtab/pinchtabstar2026-08-03High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and
4,372mitaldinokemal/go-whatsapp-web-multidevicestar2026-08-04GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwoot. Built with Golan
2,165mitrushindrasinha/youtube-shorts-pipelinestar2026-06-09Automated YouTube Shorts pipeline: news ? script ? AI visuals ? voiceover ? captions ? upload
1,793noassertion no licenceYetiForceCompany/YetiForceCRMstar archived2024-09-13We've moved! For more information, visit https://github.com/YetiForceCompany/YetiForce
1,122none no licenceTIGER-AI-Lab/OpenResearcherstar2026-06-10OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
817apache-2.0Nike-Inc/koheesiostar2026-08-01Python framework for building efficient data pipelines. It promotes modularity and collaboration, enabling the
16noassertion no licencemylinehub/omnichannel-crmstar2026-02-07Open-Source Omnichannel CRM with Premium Autodialer Description: bring all features together?voice, SMS, Whats
0mitsparowjake-troll/go-whatsapp-web-multideviceOURS2026-07-21GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwoot. Built with Golan
0agpl-3.0 copyleftsparowjake-troll/openobserveOURS2026-07-12Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observabi
0none no licencesparowjake-troll/OpenResearcherOURS2026-06-10OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
0mitsparowjake-troll/youtube-shorts-pipelineOURS2026-06-09Automated YouTube Shorts pipeline: news ? script ? AI visuals ? voiceover ? captions ? upload
B6 SEO / content / marketing ops 22 repos 13 permissive
StarsLicenceRepoOurs?PushedWhat it is
32,503noassertion no licencelangfuse/langfusestar2026-08-04? Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datas
20,556agpl-3.0 copyleftopenobserve/openobservestar2026-08-04Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observabi
10,385mitevery-app/open-seostar2026-07-30Open source alternative to Semrush and Ahrefs
8,093noassertion no licencegrowthbook/growthbookstar2026-08-04Open Source Feature Flags, Experimentation, and Product Analytics
6,816mitevidence-dev/evidencestar2026-02-18Business intelligence as code: build fast, interactive data visualizations in SQL and markdown
3,383mitany4ai/AnyCrawlstar2026-07-31AnyCrawl ?: A Node.js/TypeScript crawler that turns websites into LLM-ready data and extracts structured SERP
1,770apache-2.0apache/ossiestar2026-07-31Apache Ossie, industry wide specification effort to standardize how we exchange semantic metadata across analy
713mitlyon-industries/graphrag-workbenchstar2026-07-18Interactive 3D visualization of knowledge graphs generated by Microsoft GraphRAG. Explore entities, relationsh
644mitAuriti-Labs/geo-optimizer-skillstar2026-07-20Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit ? audit, optimize
498agpl-3.0 copyleftfranckferman/MetaDetectivestar2026-07-15Unleash Metadata Intelligence with MetaDetective. Your Assistant Beyond Metagoofil.
494mitcrawlseo/crawlseostar2026-07-29Open-source SEO monitoring. GSC + Site Crawler + Core Web Vitals in one dashboard.
381mitakvise/trends-checkerstar2026-04-08Python CLI for Google Trends analysis with advanced rate limiting, cookie auth, and beautiful terminal outp
310none no licencedanilobatson/ai-trading-agent-geministar2026-01-05AI Trading Agent that transforms social media sentiment into actionable trading signals using LunarCrush analy
16noassertion no licencemylinehub/omnichannel-crmstar2026-02-07Open-Source Omnichannel CRM with Premium Autodialer Description: bring all features together?voice, SMS, Whats
0mitsparowjake-troll/AnyCrawlOURS2026-06-29AnyCrawl ?: A Node.js/TypeScript crawler that turns websites into LLM-ready data and extracts structured SERP
0mitsparowjake-troll/crawlseoOURS2026-07-21Open-source SEO monitoring. GSC + Site Crawler + Core Web Vitals in one dashboard.
0none no licencesparowjake-troll/getmax-content-pilotOURS2026-07-29-
0mitsparowjake-troll/graphrag-workbenchOURS2025-09-09Interactive 3D visualization of knowledge graphs generated by Microsoft GraphRAG. Explore entities, relationsh
0noassertion no licencesparowjake-troll/growthbookOURS2026-07-25Open Source Feature Flags, Experimentation, and Product Analytics
0agpl-3.0 copyleftsparowjake-troll/MetaDetectiveOURS2026-07-04Unleash Metadata Intelligence with MetaDetective. Your Assistant Beyond Metagoofil.
0mitsparowjake-troll/open-seoOURS2026-07-16Open source alternative to Semrush and Ahrefs
0apache-2.0sparowjake-troll/ossieOURS2026-07-16Apache Ossie, industry wide specification effort to standardize how we exchange semantic metadata across analy
B7 proposal / quote / contract / billing (close the deal) 46 repos 20 permissive
StarsLicenceRepoOurs?PushedWhat it is
126,263mitgarrytan/gstackstar2026-07-15Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Releas
120,479mitshadcn-ui/uistar2026-08-04A set of beautifully-designed, accessible components and a code distribution platform. Works with your favorit
94,525noassertion no licenceiluwatar/java-design-patternsstar2026-07-31Design patterns implemented in Java
45,159noassertion no licencekaranpratapsingh/system-designstar2026-07-08Learn how to design systems at scale and prepare for system design interviews
36,332agpl-3.0 copyleftnextcloud/serverstar2026-08-04?? Nextcloud server, a safe home for all your data
35,455mitrefinedev/refinestar2026-06-05A React Framework for building internal tools, admin panels, dashboards & B2B apps with unmatched flexibility
33,438agpl-3.0 copyleftlightpanda-io/browserstar2026-08-04Lightpanda: the headless browser designed for AI and automation
24,844mitemilkowalski/skillsstar2026-08-02Skills for Designers and Engineers.
13,451gpl-3.0 copyleftsafing/portmasterstar2026-06-16? Love Freedom - ? Block Mass Surveillance
11,267none no licencemhadidg/software-architecture-booksstar2023-03-15A comprehensive list of books on Software Architecture.
6,790noassertion no licencesuperdesigndev/superdesignstar2026-06-29AI Product Design Agent - Open Source
6,024mitnolly-studio/cult-uistar2026-07-22Components crafted for Design Engineers. Styled using Tailwind CSS, fully compatible with Shadcn, and easy to
5,472cc0-1.0PanXProject/awesome-certificatesstar2026-06-30Curated list of 20,000+ hours and 200+ free courses with certificates in IT, CS, Design and Business.
5,268mitPacktPublishing/LLM-Engineers-Handbookstar2026-04-22The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps be
4,703none no licenceant-design/xstar2026-08-04Craft AI-driven interface effortlessly?
4,082mitMengTo/Skillsstar2026-08-01Agent skills for designers and builders using Codex, Claude, Cursor, and other AI coding agents
3,300noassertion no licenceDavidHDev/canvas-uistar2026-08-03A library of creative canvas components. Real HTML with WebGL effects running over it. React, Vue, Svelte, van
2,303none no licenceevoiz/Agentic-Design-Patternsstar2026-07-24-
2,174mitPaymenter/Paymenterstar2026-08-04Free and open-source webshop solution for hostings
1,903none no licenceLuosunce/material-design-datastar2023-03-16?? Material Design ?????????
1,225noassertion no licenceuvarov-frontend/vanilla-calendar-prostar2026-07-01The Vanilla Calendar Pro is a versatile JavaScript date and time picker component with TypeScript support, mak
1,181gpl-3.0 copylefttwelvesec/PwnPadstar2025-12-05PwnPad is an affordable, hands-on hardware hacking platform built for practical learning. It features a range
753mitnexu-io/codex-slidesstar2026-07-21? Open-source AI slide studio inside Codex: image-native decks, every slide a full visual canvas. ? 10+ high-q
621gpl-3.0 copyleftAHS12/thoth-blueprintstar2026-06-21Free visual database design tool with drag-and-move editing, multi-format export, and migration generation for
582apache-2.0evan361425/flutter-pos-systemstar2026-08-03An open-source Flutter POS system designed for small restaurants and businesses.
527apache-2.0Saganaki22/ComfyUI-OmniVoice-TTSstar2026-06-11OmniVoice TTS nodes for ComfyUI - Zero-shot multilingual text-to-speech with voice cloning, voice design, and
276noassertion no licenceEA1FUO/AntennaSimstar2026-07-30Web-based antenna simulator powered by NEC2. Design, simulate, and analyze antennas with real-time 3D visualiz
265agpl-3.0 copyleftHAKORADev/VODERstar2026-07-29Voice Operation and Design Engine with Reproduction capabilities
24mitfred-terzi/totem-llmstar2026-07-31Totem LLM - Your Mind Leads: Private AI agent designed to run on your hardware with your private data leading.
1mitsparowjake-troll/gstackOURS+star2026-07-15Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Releas
0none no licencesparowjake-troll/Agentic-Design-PatternsOURS2026-07-24-
0noassertion no licencesparowjake-troll/AntennaSimOURS2026-07-19Web-based antenna simulator powered by NEC2. Design, simulate, and analyze antennas with real-time 3D visualiz
0mitsparowjake-troll/astryxOURS2026-06-28An open source design system that's fully customizable and agent ready
0agpl-3.0 copyleftsparowjake-troll/browserOURS2026-07-25Lightpanda: the headless browser designed for AI and automation
0apache-2.0sparowjake-troll/ComfyUI-OmniVoice-TTSOURS2026-06-11OmniVoice TTS nodes for ComfyUI - Zero-shot multilingual text-to-speech with voice cloning, voice design, and
0mitsparowjake-troll/cult-uiOURS2026-05-21Components crafted for Design Engineers. Styled using Tailwind CSS, fully compatible with Shadcn, and easy to
0apache-2.0sparowjake-troll/flutter-pos-systemOURS2026-07-12An open-source Flutter POS system designed for small restaurants and businesses.
0noassertion no licencesparowjake-troll/java-design-patternsOURS2026-07-31Design patterns implemented in Java
0noassertion no licencesparowjake-troll/superdesignOURS2026-06-29AI Product Design Agent - Open Source
0noassertion no licencesparowjake-troll/system-designOURS2026-07-08Learn how to design systems at scale and prepare for system design interviews
B8 agent orchestration for a business process 35 repos 25 permissive
StarsLicenceRepoOurs?PushedWhat it is
152,840mitlangflow-ai/langflowstar2026-08-04Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
83,112mitOpenHands/OpenHandsstar2026-08-04? OpenHands: AI-Driven Development
45,922mitrohitg00/ai-engineering-from-scratchstar2026-08-04Learn it. Build it. Ship it for others.
32,503noassertion no licencelangfuse/langfusestar2026-08-04? Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datas
27,064apache-2.0PrefectHQ/fastmcpstar2026-08-04? The fast, Pythonic way to build MCP servers and clients.
9,843mitpinchtab/pinchtabstar2026-08-03High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and
8,107apache-2.0omnigent-ai/omnigentstar2026-08-04Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, an
7,471noassertion no licencerefly-ai/reflystar2026-07-29The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex
5,416agpl-3.0 copyleftelder-plinius/T3MP3STstar2026-08-02autonomous red teaming platform; multi-agent offensive-security meta-harness
4,061mitFareedKhan-dev/all-agentic-architecturesstar2026-06-2235 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) ?
3,942mpl-2.0offen/docker-volume-backupstar2026-08-04Backup Docker volumes locally or to any S3, WebDAV, Azure Blob Storage, Dropbox, Google Drive or SSH compatibl
3,927apache-2.0Osmantic/ODSstar2026-07-31Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and
3,800mitlemony-ai/cascadeflowstar2026-07-01Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.
1,445apache-2.0patoles/agent-flowstar2026-07-11Real-time visualization of Claude Code agent orchestration ? see your agents think, branch, and coordinate as
1,292mitkaram-ajaj/atlasstar2026-07-05Open-source tool for network discovery, visualization, and monitoring. Built with Go, FastAPI, and React, supp
1,049apache-2.0alookai/alookstar2026-08-04The collaboration layer for your AI workforce. Run a team of AI agents that coordinate over email, share memor
890apache-2.0swiftwave-org/swiftwavestar2026-08-04Self-hosted lightweight PaaS solution to deploy and manage your applications on any VPS [Your own self-hosted
811mitSethGammon/Citadelstar2026-08-04The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent routing, safety hooks, c
412none no licencedrivebase/drivebasestar2026-06-03Drivebase is a cloud-agnostic file management platform for people and teams using multiple storage providers.
411mitsharpdeveye/maestrostar2026-04-29Workflow fluency for AI coding agents. 1 core skill ? 25 commands ? 7 domain references ? memory layer ? audit
363gpl-3.0 copyleftmartin98-afk/CanvasMindstar2026-07-10A modern low-code visual programming IDE built on NodeGraphQt and qfluentwidgets, supporting drag-and-drop com
260apache-2.0inclusionAI/Avernetstar2026-08-04Distributed agent coordination platform where agents live, connect, coordinate, execute, and evolve together.
244mitAgriciDaniel/claude-canvasstar2026-04-10AI-orchestrated visual production for Obsidian Canvas. Create presentations, flowcharts, mood boards, knowledg
57apache-2.0maximem-ai/maximem_synap_sdkstar2026-08-04Maximem Synap is the memory layer that makes AI agents remember. 92% LongMemEval, 93.2% on LOCOMO. Works nativ
24mittyhh00/HNA-Codestar2026-07-27Mission control for parallel Claude Code & Codex sessions ? a live grid of coding agents that glow when they n
8none no licenceoss-codes/voice-coststar2026-07-24Open Voice AI cost, SIP, realtime pricing, latency benchmark, country deployment, Asterisk, OSS framework, and
0apache-2.0sparowjake-troll/agent-flowOURS2026-07-11Real-time visualization of Claude Code agent orchestration ? see your agents think, branch, and coordinate as
0gpl-3.0 copyleftsparowjake-troll/CanvasMindOURS2026-07-10A modern low-code visual programming IDE built on NodeGraphQt and qfluentwidgets, supporting drag-and-drop com
0mitsparowjake-troll/claude-canvasOURS2026-04-10AI-orchestrated visual production for Obsidian Canvas. Create presentations, flowcharts, mood boards, knowledg
0mitsparowjake-troll/langflowOURS2026-07-25Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
0apache-2.0sparowjake-troll/omnigentOURS2026-06-28Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, an
0noassertion no licencesparowjake-troll/OpenHandsOURS2026-07-10? OpenHands: AI-Driven Development
0mitsparowjake-troll/pinchtabOURS2026-07-26High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and
0agpl-3.0 copyleftsparowjake-troll/T3MP3STOURS2026-07-05autonomous red teaming platform; multi-agent offensive-security meta-harness
0none no licencesparowjake-troll/voice-costOURS2026-07-24Open Voice AI cost, SIP, realtime pricing, latency benchmark, country deployment, Asterisk, OSS framework, and
B9 eval / A-B / scoring the agents themselves 21 repos 14 permissive
StarsLicenceRepoOurs?PushedWhat it is
46,431agpl-3.0 copyleftKeygraphHQ/shannonstar2026-08-04Shannon is an AI pentester for web applications and APIs. It analyzes your source code, identifies attack vect
32,503noassertion no licencelangfuse/langfusestar2026-08-04? Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datas
23,926mitpromptfoo/promptfoostar2026-08-04Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance
20,556agpl-3.0 copyleftopenobserve/openobservestar2026-08-04Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observabi
17,401apache-2.0confident-ai/deepevalstar2026-08-04The LLM Evaluation Framework
9,953apache-2.0Tracer-Cloud/opensrestar2026-08-04Build your own AI SRE agents. The open source toolkit for the AI era.
8,690apache-2.0NVIDIA/garakstar2026-08-04the LLM vulnerability scanner
5,737apache-2.0Giskard-AI/giskard-ossstar2026-08-04? Open-Source Evaluation & Testing library for LLM Agents
5,416agpl-3.0 copyleftelder-plinius/T3MP3STstar2026-08-02autonomous red teaming platform; multi-agent offensive-security meta-harness
2,684mitPouzor/homelablestar2026-08-01Self-hosted homelab infrastructure visualizer ? interactive network diagram with live status monitoring
1,150mitlangchain-ai/openevalsstar2026-08-03Readymade evaluators for your LLM apps
682mitlangchain-ai/agentevalsstar2026-07-14Readymade evaluators for agent trajectories
0mitsparowjake-troll/agentevalsOURS2026-07-14Readymade evaluators for agent trajectories
0apache-2.0sparowjake-troll/deepevalOURS2026-07-24The LLM Evaluation Framework
0apache-2.0sparowjake-troll/garakOURS2026-07-24the LLM vulnerability scanner
0apache-2.0sparowjake-troll/giskard-ossOURS2026-07-16? Open-Source Evaluation & Testing library for LLM Agents
0noassertion no licencesparowjake-troll/langfuseOURS2026-07-25? Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datas
0mitsparowjake-troll/openevalsOURS2026-07-25Readymade evaluators for your LLM apps
0agpl-3.0 copyleftsparowjake-troll/openobserveOURS2026-07-12Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observabi
0mitsparowjake-troll/promptfooOURS2026-07-25Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance
0agpl-3.0 copyleftsparowjake-troll/T3MP3STOURS2026-07-05autonomous red teaming platform; multi-agent offensive-security meta-harness
Re-prove any row: cd ~/ai-lab && python oss_lanes.py · python processes/bd_understand_business.py --report · ./run.sh && python score.py
Plan: SALES_AGENT_OS.md · architecture: AI_FACTORY.md · repo sparowjake-troll/getmax-ai-lab (private)