Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Find out why competitors outrank you in Google. Get a simple A-F grade on your website's search visibility, see exactly what you're missing, and get ready-to-implement fixes. Works for any website. --- name: schema-auditor description: Find out why competitors outrank you in Google. Get a simple A-F grade on your website's search visibility, see exactly what you're missing, and get ready-to-implement fixes. Works for any website. --- Schema Auditor Your competitors are showing up like this in Google: ⭐⭐⭐⭐⭐ 4.8 (2,847 reviews) · **$29.99** · **In Stock** **Product Name** | Brand Free shipping · 30-day returns · Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.
Freshness
Last checked 3/1/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
schema-auditor is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Find out why competitors outrank you in Google. Get a simple A-F grade on your website's search visibility, see exactly what you're missing, and get ready-to-implement fixes. Works for any website. --- name: schema-auditor description: Find out why competitors outrank you in Google. Get a simple A-F grade on your website's search visibility, see exactly what you're missing, and get ready-to-implement fixes. Works for any website. --- Schema Auditor Your competitors are showing up like this in Google: ⭐⭐⭐⭐⭐ 4.8 (2,847 reviews) · **$29.99** · **In Stock** **Product Name** | Brand Free shipping · 30-day returns ·
Public facts
6
Change events
1
Artifacts
0
Freshness
Mar 1, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Mar 1, 2026
Vendor
Honeycomb Labs
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. Last updated 3/1/2026.
Setup snapshot
git clone https://github.com/honeycomb-labs/schema-auditor.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Honeycomb Labs
Protocol compatibility
OpenClaw
Auth modes
api_key
Machine-readable schemas
OpenAPI or schema references published
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
text
Here's the exact code to add to your product pages. Hand this to your developer. Done.
text
Audit https://yoursite.com
text
Audit https://yoursite.com
text
Audit https://yoursite.com vs https://competitor1.com and https://competitor2.com
text
How ready is https://yoursite.com for AI search?
text
Audit the product pages on https://yoursite.com
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Find out why competitors outrank you in Google. Get a simple A-F grade on your website's search visibility, see exactly what you're missing, and get ready-to-implement fixes. Works for any website. --- name: schema-auditor description: Find out why competitors outrank you in Google. Get a simple A-F grade on your website's search visibility, see exactly what you're missing, and get ready-to-implement fixes. Works for any website. --- Schema Auditor Your competitors are showing up like this in Google: ⭐⭐⭐⭐⭐ 4.8 (2,847 reviews) · **$29.99** · **In Stock** **Product Name** | Brand Free shipping · 30-day returns ·
⭐⭐⭐⭐⭐ 4.8 (2,847 reviews) · $29.99 · In Stock Product Name | Brand Free shipping · 30-day returns · Buy online
Company Name - Products www.yoursite.com Welcome to our website where we sell products...
That's costing you 2-3x the clicks.
A — You're maximizing visibility. Nice work. B — Minor gaps. Easy fixes available. C — Missing opportunities. Competitors have an edge. D — Significant issues. You're leaving money on the table. F — Invisible to Google's best features. Fix this now.
See exactly what your competitors are doing that you're not:
| Feature | You | Competitor | |---------|-----|------------| | Price in search results | ❌ | ✅ | | Star ratings visible | ❌ | ✅ | | "In Stock" badge | ❌ | ✅ | | Shows in Google Shopping | ❌ | ✅ |
ChatGPT, Perplexity, and Google AI are becoming how people find products. Sites with good structured data get cited. Sites without it get skipped.
Your AIO Score: How likely AI assistants are to recommend you.
Not just "you have a problem." Actual code your developer can copy-paste:
Here's the exact code to add to your product pages.
Hand this to your developer. Done.
Run this:
Audit https://yoursite.com
Get back:
Without proper schema:
With proper schema:
Typical result: 25-35% more clicks from the same rankings.
Without proper schema:
With proper schema:
Without proper schema:
With proper schema:
Audit https://yoursite.com
Audit https://yoursite.com vs https://competitor1.com and https://competitor2.com
How ready is https://yoursite.com for AI search?
Audit the product pages on https://yoursite.com
═══════════════════════════════════════════════
SCHEMA AUDIT: yoursite.com
═══════════════════════════════════════════════
GRADE: C (72/100)
BOTTOM LINE
Your product pages are missing price and availability
data. You're not showing up in Google Shopping, and
competitors are getting the rich product cards you're not.
COMPETITIVE POSITION
2 of 3 competitors have better search visibility than you.
WHAT TO FIX (in order of impact)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. Add product pricing [HIGH IMPACT]
2. Add availability status [HIGH IMPACT]
3. Add review/rating data [MEDIUM IMPACT]
4. Complete organization info [LOW IMPACT]
AI READINESS: 4/10
Your site is not well-positioned for AI search citations.
[Detailed findings below...]
[Ready-to-use code fixes below...]
| What We Check | Points | Why It Matters | |--------------|--------|----------------| | Has any structured data | 20 | No data = no rich features | | Right data for page type | 20 | Product pages need product data | | Required fields present | 25 | Missing = Google ignores you | | Extra helpful fields | 15 | More info = better display | | Correct formatting | 10 | Wrong format = rejected | | Best practices | 10 | Future-proofs your setup |
90-100 = A · 80-89 = B · 70-79 = C · 60-69 = D · <60 = F
These platforms add some schema automatically, but it's usually incomplete. Most are missing:
This audit shows you exactly what's missing.
Having schema ≠ having good schema. Common issues:
This audit grades what you actually have.
No. SEO audits check content, keywords, and links. This checks your technical search visibility — whether Google can show rich results for your pages. Most SEO tools skip this entirely.
For developers who want the deep dive:
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
api_key
Streaming
No
Data region
global
Protocol support
Requires: openclew, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/snapshot"
curl -s "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/contract"
curl -s "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"api_key"
],
"requires": [
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/honeycomb-labs/schema-auditor#input",
"outputSchemaRef": "https://github.com/honeycomb-labs/schema-auditor#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:45:34.450Z",
"sourceUpdatedAt": "2026-02-24T19:45:34.450Z",
"freshnessSeconds": 4420574
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:41:48.915Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "actually",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "copy",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "show",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:actually|supported|profile capability:copy|supported|profile capability:show|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Honeycomb Labs",
"href": "https://github.com/honeycomb-labs/schema-auditor",
"sourceUrl": "https://github.com/honeycomb-labs/schema-auditor",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-03-01T06:05:23.503Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-24T19:45:34.450Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "api_key",
"href": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:34.450Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/honeycomb-labs/schema-auditor#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:34.450Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/honeycomb-labs-schema-auditor/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to schema-auditor and adjacent AI workflows.