| Sluzba | Port | Stav | Popis |
| Router Tower API | 8090 | OK 200 | Centralni gateway, 100+ endpointu, rate limiting, proxy |
| RAG Knowledge Base | 8095 | OK 200 | v4.0, 20+ kolekci, 2591 vektoru, hybrid search (interni, bez verejne URL) |
| AML Platform | 8093 | OK 200 | 18 modulu: sanctions, insolvency, executions, justice, cadastre, pep, adverse_media, criminal, vat, court_decisions, lei, euid, opencorporates, geographic, transactions, behavioral, justice_opendata, ubo — 3.6M zaznamu OpenSanctions |
| Super-Ensemble v2.1 | 5111 | OK 200 | 7 cenovych enginu + Market Intel + znalecke korekce |
| Znalecky Panel v1.0 | 5112 | OK 200 | 3 AI znalci (qwen3:32b), RAG, MCP, konsenzus |
| Ocenovac API | 5300 | OK 200 | GPS/KNN, 145k zaznamu, 31ms odezva |
| Market Intel | 5400 | OK 200 | Trzni trendy a analyza |
| Registry Map v2 | 5500 | OK 200 | 1.15M kontaktu, vyhledavani |
| Mapa Levon | 6200 | OK 200 | Cenova mapa s vlastnim algoritmem |
| Cenova Mapa Prodeje | 5091 | OK 200 | Data z prodejnich cen |
| AI Cenova Mapa V8 | 5093 | OK 200 | XGB+LGB+GB+CatBoost ensemble |
| Perfect Map v13 | 5131 | OK 200 | HLAVNI cenova mapa — 296k zaznamu z 6 DB, R²=0.833, MAE=15687, 5 geo-urovni, D-tagy (D10/D15/D20/D30) |
| Pravnik AI v3 | 5700 | OK 200 | 4-step pravni pipeline |
| Pravnik AI v2 "pravnik-25" | 5710 | OK 200 | 25-step, 5 agentu |
| Chat Frontend | 3002 | OK 200 | chat.czechai.io cockpit (Vite+React) — port 3002! |
| CzechevillAI | 3312 | OK 200 | 8 agentu, PG+SQLite |
| LeadOps Enterprise | 8210 | OK 200 | 3 pricing engines |
| AI Interior | 5601 | OK 200 | 2 engines pro interierovy design |
| CzechAI Assistant | 5900 | OK 200 | FastAPI + assistant-ui |
| PandasAI Query | 5076 | OK 200 | Ptej se dat cesky, qwen3:8b |
| Gradio Demos | 5077 | OK 200 | 6 demo zalozek pro klienty |
| spaCy Czech NLP | 5078 | OK 200 | NER + POS/lemma, AML parsovani |
| Agent Gateway | 5261 | OK 200 | 8 agentu, smart routing |
| OSINT API | 5230 | OK 200 | 14 nastroju: Maigret (2500+ webu), Sherlock (400+), Holehe (100+), PhoneInfoga, Social-Analyzer (900+), SpiderFoot, theHarvester, Photon, h8mail, GHunt, Blackbird, CrossLinked, Shodan, Socialscan |
| Deep Research Agent | 5199 | OK 200 | 5-krokovy pipeline: Planning → DeepResearch 30B MoE (GPU) → Tavily Web → Synteza → Report. Integrovano do chat.czechai.io (trigger: "prozkoumej", "deep research", "hloubkova analyza") |
| TradingAgents API | 5241 | OK 200 | 9 AI agentu: fundamental, technical, sentiment, news, bull, bear, trader, risk, portfolio — GPU-accelerated (qwen3:8b + DeepSeek-R1:70b) |
| Swarm | Endpoint | Stav | Popis |
| banking-agents | /v1/agents/swarm/banking | healthy | Multi-agent uvery, bankovnictvi |
| real-estate-agents | /v1/agents/swarm/reality | healthy | Realitni inteligence |
| insurance-agents | /v1/agents/swarm/pojisteni | healthy | Pojistovaci agenti |
| compliance-agents | /v1/agents/swarm/aml | healthy | AML + compliance |
| legal-agents | /v1/agents/swarm/pravni | healthy | Pravni agenti |
| general-agents | /v1/agents/swarm/obecne | healthy | Obecne agenti |
| sales-agents | /v1/agents/swarm/leady | healthy | Lead management |
| business-agents | /v1/agents/swarm/zivnostnici | healthy | Zivnostnici a OSVT |
| reality-intelligence | /v1/agents/swarm/reality-intelligence | healthy | Realitni inteligence deep |
| realitky-agents | /v1/agents/swarm/realitky | healthy | Realitni kancelare |
| automation-agents | /v1/agents/swarm/automatizace | healthy | Workflow automatizace |
| firmy-agents | /v1/agents/swarm/firmy | healthy | Firemni analyza |
| ideabrowser-agents | /v1/agents/swarm/ideabrowser | healthy | Business idea screening |
| valuation-agents | /v1/agents/swarm/valuation | healthy | Ocenovaci agenti |
| Sluzba | Port | Popis |
| Qdrant | 6333 | Vektorova DB pro RAG, 20+ kolekci |
| Neo4j Legal | 7474 | Grafova DB pro pravni vztahy |
| PostgreSQL | 5432 | Hlavni relacni DB (czechai_cockpit, contacts, dify) |
| Redis | 6379 | Cache + sessions |
| Portainer | 9050 | Docker management UI — sprava vsech 60+ kontejneru na 179 |
| FileBrowser | 8070 | Webovy file manager — pristup k souborove strukture serveru 179 |
| Nginx | 80/443 | 100+ domen, SSL Let's Encrypt, reverse proxy |
| health-monitor | PM2 | ONLINE Auto-recovery monitor — hlida PM2 procesy a restartuje je pri padu |
| health-watchdog | PM2 | ONLINE Watchdog pro kriticky sluzby (AML, Router, Chat) |
| Sluzba | Server | Co to je | Proc nepouzivame |
| Khoj | 179:42110 | Osobni AI asistent s pameti (32.3k stars) | Nikdo nevi — muze prohledavat PDFs, docs, web |
| OpenMemory | 117:8280 | Persistentni pamet, 6 MCP tools | MCP pridano ale agent ho nevola |
| SearXNG | 179:8089 | Privatni meta-vyhledavac (Google+Bing+DDG) | Skvely pro AI agenty zdarma, nikdo nevola |
| MetaMCP | 179:12008 | MCP server manager — sprava vsech MCP serveru | Nikdo nevi ze existuje |
| Agent Zero | 117 PM2 | Autonomni agent framework | 520 restartu, nestabilni |
| Suna | 117 PM2 | Open-source AI asistent (Kortix) | 32D uptime, 0 pouziti |
| LangManus | 117 PM2 | AI agent framework s flows | 32D uptime, 0 pouziti |
| Stagehand Scraper | 117 PM2 | AI-powered web scraper (Browserbase) | Jen bezi, 0 vyziti |
| Docling API | 117 PM2 | Document understanding (IBM) | 803 MB RAM, nepouzivano |
| Claude Agent | 179 Docker | Autonomni Claude v Dockeru | Jen bezi, 0 integrace |
| Cobalt | 179 Docker | Video/audio downloader API | Nikdo nevi — stahuje YT/Twitch/etc. |
| Sluzba | Poznamka |
| g4f-api | ZASTARALE — free GPT proxy, nahrazeno Ollama GPU, vypnout |
| discord-bot | Zadna aktivita na serveru |
| claude-worker / gpt-worker | Tower task workery — minimalni vyuziti |
| rag-proxy | Redundantni s Router Tower API |
| leads-analytics | Zadny pripojeny dashboard |
| leady-ai-agent | Nepouziva se (port 5005) |
| mcp-opportunities / mcp-sse | MCP servery — nepouzivano |
| mem0-api | Redundantni s OpenMemory (117:8280) |
| archivar-agent | Archivace dokumentu — nepouziva se |
| czech-legal-ai | Redundantni s pravnik-25 (port 5710) |
| czechai-publisher | Publisher — nepouziva se |
| fraud-guard | Detekce podvodu — nepouziva se |
| edesky-v3 | Elektronicka deska — eDesky API |
| vlastnik-api | API vlastniku nemovitosti |
| czechai-realitka / realitky-enterprise | Realitni kancelar moduly |
| cenova-mapa-timeseries | Casove rady cen — nahrazeno Perfect Map v13 |
| mapa-bytove-domy | Bytove domy mapa |
| valuo2-vynosovy / valuo3-nakladovy | Sub-engines Super-Ensemble (mohou byt interni) |
| atomic-crm-rest | CRM neaktivni — broken |
| czechai-qr-platby | QR platby generator |
| czechai-hlidac-statu | Hlidac statu — 3532 kontraktu v DB |
| czechai-kalkulacky | Financni kalkulacky |
| crm-leady / marvel-lead-flow | Lead management — duplicitni |
| aurum-chatbot | Chatbot — nahrazen chat.czechai.io |
| czechai-dotaznik | Dotaznikovy system |
| deep-research-agent | Hluboky vyzkum (port 5199) — POUZIVA SE, integrovano do chatu |
| tiley / maplibre-api | Tile server + MapLibre API pro mapy |
| aurum-agent / lovec-agent / enrichment-agent | AI agenti — kontrolovat vyuziti |
| prest-api | PostgREST alternativa (port 3100) |
| osint-api | OSINT (port 5230, 14 nastroju) — POUZIVA SE |
| meta-model-api / meta-direct-v4 | Meta modely — kontrolovat |
| remeslnici-api / remeslnici-portal | Remeslnici moduly |
| reality-vip-api | VIP reality API |
| browser-use-api | Browser automation (port 5250 na 134) |
| geo-api | Geocoding API |
| signal-api | Signal messaging |
| posudek-pdf | PDF posudky generator |
| analyze-api | Analytika |
| pptxgenjs-api | PowerPoint generator |
| cuzk-api | CUZK katastr (18 restartu — CUZK timeouty) |
1. Metabase (117:3098)
30 min - Pripojit MASTER_LIVE.db + PostgreSQL, vytvorit 3 dashboardy
Prinos: BI reporting, SQL dotazy, automaticke reporty pro klienty
BI nastroj ktery umi vizualizovat scraperovana data ze SQLite/PostgreSQL jako interaktivni grafy — idealni pro prezentace klientum bez psani kodu.
2. Umami (179:3600)
15 min - Pridat tracking snippet na vsechny domeny
Prinos: Web analytics bez cookies, GDPR compliant
Staci vlozit 1 radek JS na kazdy web — okamzite vidi kolik lidi navstivi chat.czechai.io, leads.czechai.io, law.czechai.io atd. bez poruseni GDPR.
3. GlitchTip (117:3097)
30 min - Nastavit DSN v Python/Node aplikacich
Prinos: Error tracking, alert na chyby, Sentry alternativa zdarma
Zachytava Python exceptions a JS errors ze vsech sluzeb v realtimeu — rika presne co pada a proc, bez rucniho cteni PM2 logu.
4. SearXNG (179:8089)
15 min - Napojit na AI agenty jako search tool
Prinos: Privatni vyhledavani pro agenty, bez API klicu
Meta-vyhledavac agregujici Google/Bing/DuckDuckGo — AI agenti mohou vyhledavat zdarma bez Tavily/Serper API klice, usetri tisice korun mesicne.
5. OpenMemory (117:8280)
10 min - Napojit MCP na Claude Code + dalsich agentu
Prinos: Sdilena pamet mezi vsemi AI agenty
Mem0-kompatibilni sdilena pamet — agent A si pamatuje co zjistil agent B v predchozi session, kontext se neprztraci mezi rozhovory.
6. PostHog (117:8300)
15 min - Tracking na test.czechai.io + chat.czechai.io
Prinos: Session replay, funnely, feature flags
Nahrava video ze session uzivatele v browseru — vidi se kde klikaji, kde odchazeji z aplikace, co je matouci v UI chatu nebo leads formulari.
7. ChangeDetection (134:5200)
15 min - Pridat 20 URLs konkurentu
Prinos: Monitoring zmen na webech, cenova inteligence
Automaticky sleduje zmeny na webech konkurence (sreality.cz, bezrealitky.cz) a posle email kdyz se zmeni cena, pridaji nove funkce nebo obsah.
| Sluzba | Co udelat | Cas | Prinos |
| Outline | Import existujicich docs, vytvorit workspace pro tym | 1 hod | Jeden zdroj pravdy pro cely tym misto roztristene dokumentace |
| Chatwoot | Onboarding, pridat widget na leads.czechai.io | 1 hod | Live chat pro potencialni klienty primo na webu |
| Teable | Batch import (Justice data, SVJ, Reality pipeline) | 2 hod | Airtable-like UI nad scraperovymi daty pro nekoderske kolegy |
| Activepieces | Vytvorit flows: email → CRM, lead → notifikace | 2 hod | Zapier-like automatizace bez kodu, propoji vsechny sluzby |
| Grafana | Napojit Prometheus metriky ze serveru 134 | 30 min | Real-time monitoring pipeline a scraperu v grafech |
| Problem | Reseni |
| 179 pretizeny — ~160 PM2, 80% RAM+disk | Presunout sluzby na 117 (251 GB RAM, jen 29% vyuzito) |
| Duplicitni sluzby (3x CRM, 3x docs, 2x analytics) | Vybrat po jednom, ostatni pm2 delete + docker rm |
| 5 ghost services (PM2 online, HTTP dead) | Opravit routes nebo pm2 delete |
| ~40 PM2 procesu bez vyuziti | Audit + postupne vypnout, uvolnit RAM na 179 |