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
Xpersona Agent
LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. --- name: dataforseo-cli description: LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. license: MIT metadata: author: alexgusevski version: "1.0
clawhub skill install skills:alexgusevski:dataforseo-cliOverall rank
#62
Adoption
No public adoption signal
Trust
Unknown
Freshness
Feb 25, 2026
Freshness
Last checked Feb 25, 2026
Best For
dataforseo-cli is best for general automation workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, CLAWHUB, runtime-metrics, public facts pack
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. --- name: dataforseo-cli description: LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. license: MIT metadata: author: alexgusevski version: "1.0 Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Openclaw
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
clawhub skill install skills:alexgusevski:dataforseo-cliSetup 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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Openclaw
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
bash
npm install -g dataforseo-cli
bash
dataforseo-cli status
bash
# With login + password dataforseo-cli --set-credentials login=YOUR_LOGIN password=YOUR_PASSWORD # Or with base64 token (from DataForSEO email) dataforseo-cli --set-credentials base64=YOUR_BASE64_TOKEN
bash
dataforseo-cli status
bash
dataforseo-cli volume <keywords...> [options]
bash
dataforseo-cli volume "seo tools" "keyword research" "backlink checker"
Editorial read
Docs source
CLAWHUB
Editorial quality
ready
LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. --- name: dataforseo-cli description: LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis. license: MIT metadata: author: alexgusevski version: "1.0
LLM-friendly keyword research CLI. Wraps the DataForSEO API and outputs TSV by default — compact, structured, and optimized for agent context windows.
npm: https://www.npmjs.com/package/dataforseo-cli GitHub: https://github.com/alexgusevski/dataforseo-cli
npm install -g dataforseo-cli
dataforseo-cli status
If credentials are already configured, you're good to go. If not, authenticate:
# With login + password
dataforseo-cli --set-credentials login=YOUR_LOGIN password=YOUR_PASSWORD
# Or with base64 token (from DataForSEO email)
dataforseo-cli --set-credentials base64=YOUR_BASE64_TOKEN
Credentials are stored in ~/.config/dataforseo-cli/config.json. The locations and languages commands work without credentials (local data).
status — Check credentialsCheck if API credentials are configured without making any API calls.
dataforseo-cli status
Exits 0 if configured, exits 1 if not. Shows login username (not password).
volume — Keyword metricsGet search volume, CPC, keyword difficulty (0–100), competition level, and 12-month search trend.
dataforseo-cli volume <keywords...> [options]
Arguments:
<keywords...> — One or more keywords (required). Batch multiple keywords in one call to save API requests.Options:
-l, --location <code> — Location code (default: 2840 = US)--language <code> — Language code (default: en)--json — Output as JSON array--table / --human — Output as human-readable tableExample:
dataforseo-cli volume "seo tools" "keyword research" "backlink checker"
Output (TSV):
keyword volume cpc difficulty competition trend
seo tools 12500 2.35 45 HIGH 14800,13900,12500,12100,11800,12000,12500,13000,12800,12500,12200,11900
difficulty — 0–100 scale (0-30 easy, 31-60 medium, 61-100 hard)cpc — Cost per click in USDcompetition — LOW / MEDIUM / HIGHtrend — 12 monthly search volumes, newest firstrelated — Keyword suggestionsFind related keyword ideas from a seed keyword.
dataforseo-cli related <seed> [options]
Arguments:
<seed> — Seed keyword (required, single keyword)Options:
-l, --location <code> — Location code (default: 2840 = US)--language <code> — Language code (default: en)-n, --limit <n> — Max results (default: 50)--json — Output as JSON array--table / --human — Output as human-readable tableExample:
dataforseo-cli related "ai agents" -n 20
Output (TSV):
keyword volume cpc competition difficulty
best ai agents 8100 3.10 0.82 52
ai agent framework 2400 1.85 0.65 38
competitor — Domain keyword analysisSee what keywords a domain currently ranks for.
dataforseo-cli competitor <domain> [options]
Arguments:
<domain> — Target domain (required, e.g. ahrefs.com)Options:
-l, --location <code> — Location code (default: 2840 = US)--language <code> — Language code (default: en)-n, --limit <n> — Max results (default: 50)--json — Output as JSON array--table / --human — Output as human-readable tableExample:
dataforseo-cli competitor semrush.com -n 10
Output (TSV):
keyword position volume cpc difficulty url
backlink checker 1 33100 4.50 72 https://ahrefs.com/backlink-checker
locations — Look up location codesList all available location codes, or filter by name. Works offline — no API credentials needed.
dataforseo-cli locations [search] [--json]
Arguments:
[search] — Optional filter by name (e.g. sweden, new york)Without search — lists all locations:
dataforseo-cli locations
With search — filters by name:
dataforseo-cli locations sweden
Output (TSV):
code name country type
2752 Sweden SE Country
languages — Look up language codesList all available language codes, or filter by name. Works offline — no API credentials needed.
dataforseo-cli languages [search] [--json]
Without search — lists all languages:
dataforseo-cli languages
With search — filters by name:
dataforseo-cli languages swedish
Output (TSV):
name code
Swedish sv
All data commands default to TSV (tab-separated values) — the most token-efficient structured format for LLMs.
| Flag | Description |
|------|-------------|
| (default) | TSV — fewest tokens, best for agent pipelines |
| --json | JSON array — use when you need structured parsing |
| --table / --human | Human-readable aligned table — for human review |
Results are cached in ~/.config/dataforseo-cli/cache/ to avoid duplicate API calls and save costs. Same query + location + language = cache hit.
dataforseo-cli --print-cache
dataforseo-cli volume "your topic"dataforseo-cli related "your topic" -n 30dataforseo-cli competitor competitor-domain.com -n 20volume — DataForSEO charges per API request, not per keyword--location for local/international SEOlocations and languages without arguments to see all available optionsMachine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/trust"
Operational fit
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
Do not use if
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "CLAWHUB",
"generatedAt": "2026-04-16T23:45:54.568Z"
}
},
"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"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|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": "Openclaw",
"href": "https://github.com/openclaw/skills/tree/main/skills/alexgusevski/dataforseo-cli",
"sourceUrl": "https://github.com/openclaw/skills/tree/main/skills/alexgusevski/dataforseo-cli",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-alexgusevski-dataforseo-cli/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 dataforseo-cli and adjacent AI workflows.