MasterSwarm AI — 15 Engines. 31 Agents. One Verdict.
MasterSwarm is a cloud-based distributed AI orchestration API that analyzes documents and questions using 15 specialized AI engines running in parallel.
What It Does
Send any text or question to the MasterSwarm API — 15 engines analyze it simultaneously and return a professional multi-page analysis.
Available Engines
| Engine ID |
Name |
Use Case |
chef |
Chef Omega |
Recipes, food cost, restaurant consulting |
apex |
APEX Strategy |
Business strategy, financial projections, crypto |
consult |
NEXUS Consulting |
SWOT, roadmaps, systems thinking |
research |
Research Lab |
Scientific analysis, medical labs, papers |
market |
Market Intel |
Competitive analysis, TAM/SAM, growth plans |
molecular |
APEIRON Lab |
Molecular gastronomy, food science |
oracle |
Oracle |
Forecasting, predictions, scenario planning |
assembly |
GAIA Brain |
Multi-perspective analysis (12 cognitive neurons) |
analyst |
Data Analyst |
Statistics, anomaly detection, modeling |
Setup
Required Credentials
This skill requires a MasterSwarm API key to authenticate requests. All API calls are sent to https://api.neurodoc.app.
MASTERSWARM_API_KEY=your_personal_key_here
How to Get Your API Key
- Visit https://masterswarm.net and purchase a plan:
- Explorer (€9.99) — 5 reports
- Professional (€29.99) — 20 reports
- Enterprise (€79.99) — 60 reports
- After purchase, Gumroad emails you a license key
- Go to https://masterswarm.net/app/ → click Upgrade → paste your license key → Activate
- Your key is now active — use it as
MASTERSWARM_API_KEY
Data Handling & Privacy
- API Host:
api.neurodoc.app (operated by NeuroDoc Pro, same entity as masterswarm.net)
- Servers: Hetzner, Germany (EU-only)
- Encryption: TLS 1.3 end-to-end
- Data Retention: Zero — documents are processed in real-time and immediately discarded
- GDPR: Compliant — privacy policy at https://masterswarm.net (footer → Privacy Policy)
- No data is stored, logged, or used for training
How To Use
Single Engine Analysis
curl -s --max-time 120 -X POST https://api.neurodoc.app/aetherlang/execute \
-H "Content-Type: application/json" \
-H "X-Aether-Key: MASTERSWARM_API_KEY" \
-d '{
"code": "flow Q {\n using target \"neuroaether\" version \">=0.2\";\n input text query;\n node G: guard mode=\"STANDARD\";\n node E: ENGINE_ID style=\"professional\";\n G -> E;\n output text result from E;\n}",
"query": "USER_QUESTION_OR_DOCUMENT_TEXT"
}'
Replace:
MASTERSWARM_API_KEY — your personal API key
ENGINE_ID — one from the table above (e.g. apex, chef, research)
USER_QUESTION_OR_DOCUMENT_TEXT — the user's question or extracted document text
Engine Selection Guide
| User Request |
Engine ID |
| Recipe, food, restaurant, menu |
chef |
| Business strategy, startup, ROI |
apex |
| SWOT, consulting, roadmap, KPIs |
consult |
| Research, science, papers, evidence |
research |
| Market analysis, competition, pricing |
market |
| Crypto, trading, DeFi, portfolio |
apex |
| Medical labs, blood tests, health |
research |
| Legal, contracts, compliance |
consult |
| Financial analysis, P&L, ratios |
apex |
| General or multi-domain question |
assembly |
| Data, statistics, anomalies |
analyst |
| Molecular gastronomy, food science |
molecular |
| Forecasting, predictions |
oracle |
Multi-Engine Analysis
For comprehensive reports, call multiple engines sequentially:
# Example: Run apex + consult + research on the same query
for ENGINE_ID in apex consult research; do
curl -s --max-time 120 -X POST https://api.neurodoc.app/aetherlang/execute \
-H "Content-Type: application/json" \
-H "X-Aether-Key: MASTERSWARM_API_KEY" \
-d "{
\"code\": \"flow M {\n using target \\\"neuroaether\\\" version \\\">=0.2\\\";\n input text query;\n node G: guard mode=\\\"STANDARD\\\";\n node E: $ENGINE_ID style=\\\"professional\\\";\n G -> E;\n output text result from E;\n}\",
\"query\": \"USER_QUESTION\"
}"
done
Response Format
{
"status": "success",
"result": {
"final_output": "## Full analysis report in markdown...",
"outputs": {"E": "..."},
"execution_log": [
{"node": "G", "status": "OK"},
{"node": "E", "status": "OK", "duration": 5.2}
]
},
"duration_seconds": 6.1
}
Extract result.final_output to present the report to the user.
Error responses:
"status": "error" — check error field for details
"status": "validation_error" — malformed flow code
- HTTP 429 — rate limited, wait and retry
Important Notes
- Timeout: Use 120-180 second timeout — multi-engine analysis needs time
- Credits: Each API call consumes 1 credit from the user's purchased plan
- Language: Auto-detects input language — reports match the query language
- Rate Limit: Max 5 concurrent requests per key
Links
1---2name: masterswarm3description: Analyze any document with 15 parallel AI engines via the MasterSwarm cloud API. Upload receipts, contracts, lab results, or ask business/crypto/legal questions — get professional intelligence reports. Requires a paid MasterSwarm API key purchased from masterswarm.net.4---5
6# MasterSwarm AI — 15 Engines. 31 Agents. One Verdict.
7
8MasterSwarm is a cloud-based distributed AI orchestration API that analyzes documents and questions using 15 specialized AI engines running in parallel.
9
10## What It Does
11
12Send any text or question to the MasterSwarm API — 15 engines analyze it simultaneously and return a professional multi-page analysis.
13
14### Available Engines
15
16| Engine ID | Name | Use Case |
17|---|---|---|
18| `chef` | Chef Omega | Recipes, food cost, restaurant consulting |
19| `apex` | APEX Strategy | Business strategy, financial projections, crypto |
20| `consult` | NEXUS Consulting | SWOT, roadmaps, systems thinking |
21| `research` | Research Lab | Scientific analysis, medical labs, papers |
22| `market` | Market Intel | Competitive analysis, TAM/SAM, growth plans |
23| `molecular` | APEIRON Lab | Molecular gastronomy, food science |
24| `oracle` | Oracle | Forecasting, predictions, scenario planning |
25| `assembly` | GAIA Brain | Multi-perspective analysis (12 cognitive neurons) |
26| `analyst` | Data Analyst | Statistics, anomaly detection, modeling |
27
28## Setup
29
30### Required Credentials
31
32This skill requires a **MasterSwarm API key** to authenticate requests. All API calls are sent to `https://api.neurodoc.app`.
33
34```
35MASTERSWARM_API_KEY=your_personal_key_here
36```
37
38### How to Get Your API Key
39
401. Visit **https://masterswarm.net** and purchase a plan:
41 - Explorer (€9.99) — 5 reports
42 - Professional (€29.99) — 20 reports
43 - Enterprise (€79.99) — 60 reports
442. After purchase, Gumroad emails you a **license key**
453. Go to **https://masterswarm.net/app/** → click Upgrade → paste your license key → Activate
464. Your key is now active — use it as `MASTERSWARM_API_KEY`
47
48### Data Handling & Privacy
49
50- **API Host**: `api.neurodoc.app` (operated by NeuroDoc Pro, same entity as masterswarm.net)
51- **Servers**: Hetzner, Germany (EU-only)
52- **Encryption**: TLS 1.3 end-to-end
53- **Data Retention**: Zero — documents are processed in real-time and immediately discarded
54- **GDPR**: Compliant — privacy policy at https://masterswarm.net (footer → Privacy Policy)
55- **No data is stored, logged, or used for training**
56
57## How To Use
58
59### Single Engine Analysis
60
61```bash
62curl -s --max-time 120 -X POST https://api.neurodoc.app/aetherlang/execute \
63 -H "Content-Type: application/json" \
64 -H "X-Aether-Key: MASTERSWARM_API_KEY" \
65 -d '{
66 "code": "flow Q {\n using target \"neuroaether\" version \">=0.2\";\n input text query;\n node G: guard mode=\"STANDARD\";\n node E: ENGINE_ID style=\"professional\";\n G -> E;\n output text result from E;\n}",
67 "query": "USER_QUESTION_OR_DOCUMENT_TEXT"
68 }'
69```
70
71**Replace:**
72- `MASTERSWARM_API_KEY` — your personal API key
73- `ENGINE_ID` — one from the table above (e.g. `apex`, `chef`, `research`)
74- `USER_QUESTION_OR_DOCUMENT_TEXT` — the user's question or extracted document text
75
76### Engine Selection Guide
77
78| User Request | Engine ID |
79|---|---|
80| Recipe, food, restaurant, menu | `chef` |
81| Business strategy, startup, ROI | `apex` |
82| SWOT, consulting, roadmap, KPIs | `consult` |
83| Research, science, papers, evidence | `research` |
84| Market analysis, competition, pricing | `market` |
85| Crypto, trading, DeFi, portfolio | `apex` |
86| Medical labs, blood tests, health | `research` |
87| Legal, contracts, compliance | `consult` |
88| Financial analysis, P&L, ratios | `apex` |
89| General or multi-domain question | `assembly` |
90| Data, statistics, anomalies | `analyst` |
91| Molecular gastronomy, food science | `molecular` |
92| Forecasting, predictions | `oracle` |
93
94### Multi-Engine Analysis
95
96For comprehensive reports, call multiple engines sequentially:
97
98```bash
99# Example: Run apex + consult + research on the same query
100for ENGINE_ID in apex consult research; do
101 curl -s --max-time 120 -X POST https://api.neurodoc.app/aetherlang/execute \
102 -H "Content-Type: application/json" \
103 -H "X-Aether-Key: MASTERSWARM_API_KEY" \
104 -d "{
105 \"code\": \"flow M {\n using target \\\"neuroaether\\\" version \\\">=0.2\\\";\n input text query;\n node G: guard mode=\\\"STANDARD\\\";\n node E: $ENGINE_ID style=\\\"professional\\\";\n G -> E;\n output text result from E;\n}\",
106 \"query\": \"USER_QUESTION\"
107 }"
108done
109```
110
111### Response Format
112
113```json
114{
115 "status": "success",
116 "result": {
117 "final_output": "## Full analysis report in markdown...",
118 "outputs": {"E": "..."},
119 "execution_log": [
120 {"node": "G", "status": "OK"},
121 {"node": "E", "status": "OK", "duration": 5.2}
122 ]
123 },
124 "duration_seconds": 6.1
125}
126```
127
128Extract `result.final_output` to present the report to the user.
129
130**Error responses:**
131- `"status": "error"` — check `error` field for details
132- `"status": "validation_error"` — malformed flow code
133- HTTP 429 — rate limited, wait and retry
134
135### Important Notes
136
137- **Timeout**: Use 120-180 second timeout — multi-engine analysis needs time
138- **Credits**: Each API call consumes 1 credit from the user's purchased plan
139- **Language**: Auto-detects input language — reports match the query language
140- **Rate Limit**: Max 5 concurrent requests per key
141
142## Links
143
144| Resource | URL |
145|---|---|
146| Landing Page | https://masterswarm.net |
147| Buy Credits | https://masterswarm.net (Pricing section) |
148| App Dashboard | https://masterswarm.net/app/ |
149| Telegram Bot | https://t.me/aetherlang_bot |
150| AetherLang Docs | https://aetherlang.net |
151| Privacy Policy | https://masterswarm.net (footer) |
152| Support Email | echelonvoids@protonmail.com |