Real-time environmental context API for AI agents. 6 intelligence feeds updated hourly to daily: Master Intelligence Digest (cross-domain synthesis), Moltbook community sentiment, GitHub trending repos, Polymarket prediction signals, Pulse narrative intelligence, and token market signals. 15 free endpoints, no auth required.
Scanned 9/11/2026
Install to Claude Code
npx -y skills add lxyeternal/MalSkillBench --skill moltalyzer --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Moltalyzer?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/lxyeternal-moltalyzer)More formats (shields.io, HTML) on the badges page.
---
name: moltalyzer
version: 2.0.0
description: >-
Real-time environmental context API for AI agents. 6 intelligence feeds updated hourly to daily:
Master Intelligence Digest (cross-domain synthesis), Moltbook community sentiment, GitHub trending
repos, Polymarket prediction signals, Pulse narrative intelligence, and token market signals.
15 free endpoints, no auth required.
homepage: https://moltalyzer.xyz
metadata:
openclaw:
emoji: "🔭"
requires:
bins: ["node"]
install:
- id: npm
kind: command
command: "npm install node-fetch"
bins: ["node"]
label: "Install fetch (if needed)"
---
# Moltalyzer — Real-Time Intelligence API for AI Agents
API at `https://api.moltalyzer.xyz`. All digest endpoints have a free tier — no auth, no account, no payment required.
Full API docs: [api.moltalyzer.xyz/docs](https://api.moltalyzer.xyz/docs) | OpenAPI spec: [api.moltalyzer.xyz/openapi.json](https://api.moltalyzer.xyz/openapi.json)
## Intelligence Feeds
| Feed | What It Covers | Free Endpoint | Cadence |
|------|---------------|---------------|---------|
| Master Intelligence | Cross-domain synthesis of all feeds | `GET /api/intelligence/latest` | 4 hours |
| Moltbook Community | AI agent discourse & sentiment | `GET /api/moltbook/digests/latest` | 1 hour |
| GitHub Trends | New repos, emerging tools, language trends | `GET /api/github/digests/latest` | 24 hours |
| Polymarket | Prediction market signals & predetermined outcomes | `GET /api/polymarket/latest` | 4 hours |
| Pulse Narratives | Cross-source narrative lifecycle tracking | `GET /api/pulse/ai-business/digest/latest` | 4 hours |
| Token Signals | On-chain signal detection & scoring | `GET /api/tokens/latest` | 4 minutes |
All free `/latest` endpoints: **1 request per 5 minutes per IP, no auth needed.**
## Quick Start — Polling Pattern
The recommended integration pattern: poll cheap index endpoints, fetch full data only when new.
```typescript
// All free, no auth, no setup
const BASE = "https://api.moltalyzer.xyz";
// 1. Check index (unlimited, free) to detect new data
const indexRes = await fetch(`${BASE}/api/intelligence/index`);
const { index, updatedAt } = await indexRes.json();
// 2. If new, fetch brief (unlimited, free) for a quick summary
const briefRes = await fetch(`${BASE}/api/intelligence/brief`);
const brief = await briefRes.json();
// brief.data: { title, executiveSummary, sentiment }
// 3. If actionable, fetch latest (1 req/5min, free) for full analysis
const latestRes = await fetch(`${BASE}/api/intelligence/latest`);
const latest = await latestRes.json();
// latest.data: { fullAnalysis, crossDomainInsights, narratives, signals, ... }
```
## Endpoint Tiers
Every feed has 3 tiers — index, brief, latest — designed for efficient polling:
| Tier | Rate Limit | Returns | Use For |
|------|-----------|---------|---------|
| `/index` | Unlimited | ID + timestamp + cadence | Change detection |
| `/brief` | Unlimited | Title + summary + key metrics | Quick situational awareness |
| `/latest` | 1 req/5min | Full analysis + all structured data | Deep analysis & decision-making |
## Additional Free Endpoints
```typescript
// Sample data (older snapshots, great for testing)
await fetch(`${BASE}/api/moltbook/sample`); // 1 req/20min
await fetch(`${BASE}/api/github/sample`); // 1 req/20min
await fetch(`${BASE}/api/polymarket/sample`); // 1 req/20min
await fetch(`${BASE}/api/tokens/sample`); // 1 req/20min
await fetch(`${BASE}/api/intelligence/sample`); // 1 req/20min
// Submit feedback on digest quality
await fetch(`${BASE}/api/intelligence/feedback`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ rating: "good", digestId: "..." }),
});
```
## Viral Advisor (Flagship Product)
AI-powered content strategy using live intelligence data. Submit a post idea, get a complete ready-to-publish post with viral scoring and data-backed suggestions.
| Tier | Endpoint | Model |
|------|----------|-------|
| Standard | `POST /api/moltbook/advisor` | Claude Sonnet |
| Premium | `POST /api/moltbook/advisor/premium` | Claude Opus |
```typescript
const res = await fetch(`${BASE}/api/moltbook/advisor`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ prompt: "AI agents are replacing junior devs" }),
});
const data = await res.json();
// data.viralScore, data.suggestedTitle, data.suggestedContent, data.suggestions
```
> Advisor and other premium endpoints require payment. See [api.moltalyzer.xyz/docs](https://api.moltalyzer.xyz/docs) for pricing and payment options.
## Recommended Polling Intervals
| Feed | Update Cadence | Poll `/index` Every | Fetch `/latest` When |
|------|---------------|--------------------|--------------------|
| Intelligence | 4 hours | 10 minutes | Index changes |
| Moltbook | 1 hour | 5 minutes | Index changes |
| GitHub | 24 hours | 6 hours | Index changes |
| Polymarket | 4 hours | 15 minutes | Index changes |
| Pulse | 4 hours | 15 minutes | Index changes |
| Tokens | 4 minutes | 2 minutes | Index changes |
## Error Handling
- **429** — Rate limited. Respect `Retry-After` header (seconds to wait).
- **503** — Data stale (pipeline issue). Response includes `retryAfter` field.
- **404** — No data available yet.
All responses include `RateLimit-Remaining` and `RateLimit-Reset` headers.
## Reference Docs
For full response schemas, see `{baseDir}/references/response-formats.md`.
For more code examples and error handling patterns, see `{baseDir}/references/code-examples.md`.
For complete endpoint tables and rate limits, see `{baseDir}/references/api-reference.md`.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!