Brainiall NLP
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Crawler Summary
AI-powered SEO and marketing intelligence — keyword research, SERP analysis, backlink checking, and content optimization for any website. SEO & Marketing Analysis MCP Server $1 $1 $1 AI-powered SEO and marketing intelligence tools via the $1. Give your AI assistant the ability to research keywords, analyze SERPs, check backlinks, and optimize content for search engines — all in real time. Tools | Tool | Description | |------|-------------| | keyword_research | Research keyword opportunities — search volume indicators, difficulty, related terms, content Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
@ezbiz/mcp-seo-marketing is best for general automation workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
AI-powered SEO and marketing intelligence — keyword research, SERP analysis, backlink checking, and content optimization for any website. SEO & Marketing Analysis MCP Server $1 $1 $1 AI-powered SEO and marketing intelligence tools via the $1. Give your AI assistant the ability to research keywords, analyze SERPs, check backlinks, and optimize content for search engines — all in real time. Tools | Tool | Description | |------|-------------| | keyword_research | Research keyword opportunities — search volume indicators, difficulty, related terms, content
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Ezbiz Services
Artifacts
0
Benchmarks
0
Last release
1.0.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/ezbiz-services/mcp-seo-marketing.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
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
Ezbiz Services
Protocol compatibility
MCP
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
2
Snippets
0
Languages
typescript
json
{
"mcpServers": {
"seo-marketing": {
"url": "https://seo.ezbizservices.com/mcp",
"headers": {
"x-api-key": "YOUR_API_KEY"
}
}
}
}bash
git clone https://github.com/ezbiz-services/mcp-seo-marketing.git cd mcp-seo-marketing bun install cp .env.example .env # Edit .env with your OpenAI API key and admin secret bun run server.ts
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
AI-powered SEO and marketing intelligence — keyword research, SERP analysis, backlink checking, and content optimization for any website. SEO & Marketing Analysis MCP Server $1 $1 $1 AI-powered SEO and marketing intelligence tools via the $1. Give your AI assistant the ability to research keywords, analyze SERPs, check backlinks, and optimize content for search engines — all in real time. Tools | Tool | Description | |------|-------------| | keyword_research | Research keyword opportunities — search volume indicators, difficulty, related terms, content
AI-powered SEO and marketing intelligence tools via the Model Context Protocol (MCP). Give your AI assistant the ability to research keywords, analyze SERPs, check backlinks, and optimize content for search engines — all in real time.
| Tool | Description |
|------|-------------|
| keyword_research | Research keyword opportunities — search volume indicators, difficulty, related terms, content suggestions |
| analyze_serp | Analyze search engine results — top ranking pages, content patterns, ranking opportunity assessment |
| check_backlinks | Analyze backlink profile — referring domains, anchor text, link quality, link building opportunities |
| optimize_content | On-page SEO analysis — keyword density, readability, structure, meta tags, improvement suggestions |
No installation required. Use the hosted version:
{
"mcpServers": {
"seo-marketing": {
"url": "https://seo.ezbizservices.com/mcp",
"headers": {
"x-api-key": "YOUR_API_KEY"
}
}
}
}
git clone https://github.com/ezbiz-services/mcp-seo-marketing.git
cd mcp-seo-marketing
bun install
cp .env.example .env
# Edit .env with your OpenAI API key and admin secret
bun run server.ts
| Variable | Required | Description |
|----------|----------|-------------|
| OPENAI_API_KEY | Yes | OpenAI API key for AI-powered analysis |
| ADMIN_SECRET | Yes | Secret for admin API endpoints |
| MCP_PORT | No | Server port (default: 4201) |
| Tier | Price | Requests/Month | |------|-------|----------------| | Free | $0 | 10 | | Starter | $19/mo | 200 | | Pro | $49/mo | 1,000 | | Business | $99/mo | 5,000 |
Start free at seo.ezbizservices.com
MIT — see LICENSE
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/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
Do not use if
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.
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
Structured website and review evidence for AI-assisted local-business shortlisting.
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://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-10T06:26:34.793Z"
}
},
"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": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:MCP|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": "Ezbiz Services",
"href": "https://github.com/ezbiz-services/mcp-seo-marketing",
"sourceUrl": "https://github.com/ezbiz-services/mcp-seo-marketing",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:07:36.799Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:07:36.799Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-ezbiz-services-mcp-seo-marketing/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 @ezbiz/mcp-seo-marketing and adjacent AI workflows.