Skip to main content

VisiblyAI MCP Server

What the NSS (Neuro-SEO Score) measures (Deutsch): assessment areas, reproducible feedback and limits. The score is an editing aid, not a ranking or AI-citation guarantee.

Its methodological foundation is Antonio Blago's Neuro-SEO-System® (German overview), which combines search engine optimization with buying psychology.

SEO tools for Claude Code, OpenAI Codex, GitHub Copilot and other MCP clients. Free local tools + paid API-powered analysis.

Plugins: Install from the public Visibly marketplace or download a ZIP for Claude Code, Codex or Copilot CLI. Each includes the article-writing and NSS optimization skill; see the client-specific MCP setup instructions.

From the assistant to your website: these plugins connect the assistant to Visibly for briefings, NSS scoring and drafts. The Visibly AI CMS Connector is the separate Python SDK on the CMS side: receive signed webhooks, fetch articles and confirm published URLs. anyCMS provides the concrete WordPress, Astro, Next.js and Flask use cases. See the complete integration explained in German.

Production routing: MCP clients connect to https://mcp.visibly-ai.com/mcp. The installed package sends API-backed tool calls to https://app.visibly-ai.com/api/v1/mcp. The marketing domain visibly-ai.com is not an API host.

Free tools (no API key needed): keyword classifier, SEO checklists, best practices, URL analysis, Google guidelines, workflow skills.

Paid tools (require API key + credits): traffic analysis, keyword research, backlinks, competitors, OnPage SEO audit, PageSpeed/Core Web Vitals, SERP analysis, sitemap audit, structured data validation, hreflang checks, link checking, SEO agents, SEO workflows, advanced keyword classification.

Quick Start

No Python or pip needed. Just add a URL to your Claude Code config:

# With API key (all 84 tools):
claude mcp add --transport http \
  --header "Authorization: Bearer lc_your_key" \
  visiblyai https://mcp.visibly-ai.com/mcp

# Without API key (public tools only):
claude mcp add --transport http visiblyai https://mcp.visibly-ai.com/mcp

Option 2: uvx (local, no install needed)

claude mcp add --transport stdio \
  --env VISIBLYAI_API_KEY=lc_your_key \
  visiblyai -- uvx visiblyai-mcp-server

Option 3: pip install (local)

pip install visiblyai-mcp-server
claude mcp add --transport stdio \
  --env VISIBLYAI_API_KEY=lc_your_key \
  visiblyai -- visiblyai-mcp-server

Then restart Claude Code.

No API key? Free tools work without one. Get an API key at app.visibly-ai.com/register to unlock paid tools.

Tools

Free (local, no credits) — 8 tools

Tool Description
classify_keywords_simple Classify keywords by intent, funnel stage, brand type, topic (local regex, DE+EN)
seo_checklist 5 checklists: general, blog, ecommerce, discover, backlink
seo_guidance Best practices: title tags, EEAT, Core Web Vitals, schema, and more
get_google_guidelines Official Google Search guidelines by category (scraped weekly)
get_skill Fetch SEO workflow guides: audit, keyword research, competitor analysis
analyze_url_structure Check URL SEO-friendliness
get_account_info Check your credit balance and tier
list_locations Available countries for paid tools

Paid (API-powered, uses credits) — 20 tools

Tool Credits Description
classify_keywords_advanced varies Keyword classification with DataForSEO Search Intent API + regex (more accurate intent)
get_traffic_snapshot varies Current organic/paid traffic for a domain
get_historical_traffic varies Traffic trends (up to 5 years)
get_keywords varies Top ranking keywords with volume and position
get_competitors varies Competitor domains by keyword overlap
get_backlinks varies Backlink profile with Domain Rating
get_referring_domains varies Referring domains with authority scores
validate_keywords varies Search volume, competition, CPC for keyword list
crawl_website 15-60 Live crawl + optional 24-point OnPage analysis
onpage_analysis 15 Full 24-point OnPage SEO audit
check_serp 15 Live Google SERP results for a keyword: top organic results with position, URL, domain
check_pagespeed 5 Google PageSpeed Insights + Core Web Vitals: LCP, CLS, TBT, performance score
audit_sitemap 20 XML sitemap audit: total URLs, duplicates, broken links, lastmod coverage
check_structured_data 5 JSON-LD and microdata validation: schema types, required fields, errors
check_hreflang 10 Hreflang validation: x-default, language codes, bidirectional linking
check_links 20 Broken link detection on a page
seo_agent varies Run specialized SEO agents: analyst, strategist, copywriter, consultant
seo_workflow 150-200 Multi-step SEO workflows: seo_performance_audit, indexing_diagnosis
query_knowledge_base 2 Semantic RAG search over SEO knowledge base, blog articles, Google guidelines
query_fanout 10-60 AI query fan-out and content coverage analysis

Google & Project (API key required, 0 credits) — 5 tools

These tools use your own Google OAuth tokens connected via the VisiblyAI platform.

Tool Description
list_projects List your EEAT projects with scores and status
get_project Get project details, competitors, and Google connections
get_google_connections Show connected GSC/GA4 properties and pairings
query_search_console Query GSC: clicks, impressions, CTR, position by query/page/country/device
query_analytics Query GA4: traffic overview, top pages, traffic sources, revenue

Project data & content (API key required, 0 credits, read-only) — 15 tools

Nothing here writes back to visibly or spends credits. Team members read on the project owner's data; area roles apply (analytics / seo_tools / content).

Tool What it returns
get_gsc_clusters Topic clusters (top_n), quick wins, alerts, computing/stale flags
get_cluster_keywords Keywords of one cluster, paginated (cluster_key from the overview)
get_analytics_insights GA4 flow, funnel, channels, AI-referrer signals
get_revenue_insights Revenue totals, top keywords/pages, Pareto, cluster revenue
get_scorecard KPI scorecard, 28 or 90 days
get_eeat_summary E-E-A-T scores, trend, open todos, competitors
list_pages Page inventory with GSC metrics and index state
get_internal_links Link-graph summary + orphans, or inbound links of one URL
recall Facts remembered in the visibly chat (tier Pro)
list_articles / get_article Articles; text only on request, chunked
list_content_queries / get_content_briefing / get_content_status Content analyses, briefing, status
score_text Brand + AI-slop check, NSS with a finished analysis

Agent self-optimization skill

Load get_skill(name="content-nss-optimize"), then ask: "Write this article using the project briefing, improve it yourself with Visibly scoring until NSS 80, save the best draft and show its editor link." The portable SKILL.md works as instructions for Claude, Codex or another MCP-capable agent. It also supports a requested target of 70, checks headings/text/links, stops at a plateau, and re-scores the saved text. Visibly generation is never used for this loop. External agent tokens and separately requested data analysis retain their usual costs.

Claude Code and API-key-capable MCP clients use the existing HTTP connection. An OpenAI Responses API agent can use the same server_url and pass the Visibly key as authorization (official MCP guide). Direct ChatGPT plugin sign-in additionally needs an OAuth-compatible login; the current API-key connection alone is not a completed ChatGPT plugin integration (authentication requirements).

Content workflow (API key with scoped rights) — 36 tools

Read the editor context, research keywords, create and analyze a query, write and optimize drafts, approve articles, configure CMS connections, publish, and review optimizer suggestions. The Visibly server operator must enable the relevant write stage. Grant only the required rights in Visibly Settings → API key & MCP; existing keys do not receive new rights automatically.

Writing in Claude: read an existing analyzed query and briefing, let Claude write the text, then call submit_article_draft with that query_id and its current expected_query_revision. Show the returned editor_url as a clickable link. Saving uses 0 Visibly credits and never starts Visibly text generation. The editor automatically scores the text for 0 credits against the analyzed query; score_text also provides free feedback within Claude. New SERP/content analyses via create_content_query are separately paid. Without a ready analysis, full NSS scoring is unavailable. Do not call generation, regeneration, queueing or paid optimization simply to save or score Claude's text. Automatic browser opening depends on the Claude client; the MCP response provides the link.

Tool Description
get_content_query / list_content_queries / get_content_briefing / get_content_status Read query, draft, briefing, analysis and generation state; draft bodies are paginated
create_content_query Analyze a keyword and create a content query (paid; content:write + spending:execute)
save_content_query_draft Save HTML/Markdown with revision protection and sanitization (content:write)
generate_article_from_query Queue AI generation from a ready query (paid; content:write + spending:execute)
optimize_content_draft Return a measured editor optimization proposal; does not save (paid; spending:execute)
submit_article_draft Hand your own text over as an article draft (query, draft and article in one transaction; HTML is sanitized)
update_article Edit a draft or rejected article with expected_revision (409 on conflict)
edit_content_article Full editor save for editable lifecycle states; snapshots the old version and checks expected_revision
regenerate_content_article Requeue an eligible article for paid generation (content:write + spending:execute)
change_article_status Approve, reject, archive or queue; approval requires content:approve and sends the normal approval webhook. Queueing additionally requires spending:execute, plan access, member budget and owner credits
list_cms_connections / create_cms_connection / test_cms_connection / delete_cms_connection Manage and test project CMS connections (cms:manage)
create_contentpilot_key / get_contentpilot_key_status / revoke_contentpilot_key Manage the project-scoped Pull API key; plaintext only on creation (cms:manage)
publish_article / update_cms_article Publish an approved article or update its existing CMS entry (content:publish)
get_article_workflow Read editor links, published-article conflicts and CMS transfer status; optionally compare saved content with the website (0 credits, no writes)
pull_live_article / set_article_live_url Read the live page into a proposal or connect/disconnect its public URL
list_article_backups / get_article_backup / restore_article_backup Read and restore editor/CMS versions; restore requires the current article revision
get_optimizer_settings / update_optimizer_settings Read and change optimizer and autolink settings (content:write)
run_content_optimizer Start a paid optimizer run (content:write + spending:execute)
list_optimizer_suggestions / approve_optimizer_suggestion / reject_optimizer_suggestion / undo_optimizer_suggestion Review and apply measured suggestions; applying/undoing requires content:approve. Snippet/link changes also require content:publish for automatic CMS writeback; topic suggestions do not
get_mcp_operation Status and result of one of your write operations
remember Store a fact in your own visibly brain (key right memory:write; account or project scope; read back by recall and the chat)
import_meeting_preview Turn a meeting transcript into a reviewable proposal: brain facts with categories and entities, brand rules, personas, profile fields (15 credits, nothing written)
import_meeting_apply Write the reviewed selection: facts into your brain (memory:write), rules, personas and profile into the project (content:write); 0 credits, idempotent

Webhook secrets and cp_ keys created through MCP are returned once. Store them in the hosting provider's secret manager; never paste them into source code or logs. The Visibly MCP creates and tests the CMS connection but does not write Vercel, Railway, Hetzner, or other host environment variables. Use that provider's authorized MCP or secret manager for deployment configuration.

The paid optimizer run and article generation require the spending:execute key scope; the caller must still pass the project budget, tier and credit checks. The server reports their actual errors rather than silently degrading into free actions.

Limits: 60 requests/minute per key, responses up to 256 KiB (lists continue via page.next_offset), requests up to 512 KiB. Errors come as {"error": "<code>", "message": ...} (not_found, role_no_access, rate_limited, result_too_large, ...).

Examples

In Claude Code, just ask naturally:

> Classify these keywords: "seo tool kaufen", "was ist seo", "seo agentur berlin"

> Give me the blog SEO checklist in German

> What are the best practices for title tags?

> What does Google say about EEAT?

> Get the top keywords for example.com

> Run an OnPage SEO analysis on https://example.com/page for the keyword "seo tool"

> Run a full SEO performance audit for example.com (project_id: 12)

> Search the knowledge base for structured data best practices

Configuration

Environment Variable

Variable Required Description
VISIBLYAI_API_KEY For API-backed tools API key from app.visibly-ai.com
VISIBLYAI_API_URL No Override the API base URL for local development or staging

Getting an API Key

  1. Sign up at app.visibly-ai.com/register
  2. Go to Settings > API Keys
  3. Create a new key (starts with lc_)
  4. Add it to your Claude Code MCP config

Subscription Tiers

Tier Credits/month Price
Free 0 Free
Standard 9,000 €49/mo
Pro 30,000 €149/mo
Agency 90,000 €499/mo

Requirements

  • Python 3.10+
  • Claude Code CLI

Development

Run the test suite with PYTHONPATH=src, not a plain python -m pytest:

PYTHONPATH=src python -m pytest tests -q --ignore=tests/integration

Without PYTHONPATH=src, python -m pytest can resolve visiblyai_mcp against an installed package version instead of the local src/ checkout, so tests run against the wrong code. --ignore=tests/integration skips the tests that need a live API key.

License

MIT

Metadata

Release files for visiblyai-mcp-server 0.13.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for visiblyai-mcp-server 0.13.1
File Size Uploaded
visiblyai_mcp_server-0.13.1.tar.gz 136.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for visiblyai-mcp-server 0.13.1
File Interpreter ABI Platform
visiblyai_mcp_server-0.13.1-py3-none-any.whl Python 3 none any Details

Total release size: 258.2 kB

Release files / visiblyai_mcp_server-0.13.1.tar.gz

Download URL visiblyai_mcp_server-0.13.1.tar.gz
Size 136.9 kB
Tags Source
SHA-256 checksum
How to use checksums
3034e4ac08b4b4cd9311901944ed3e16e50574edf4d88b12e68647f8f3dbd4d1
BLAKE2b-256 checksum
How to use checksums
937b27105fcb541022f9835848f6aebac185f8cbd98129a5b9bb6aac19af553d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.12.8

Release files / visiblyai_mcp_server-0.13.1-py3-none-any.whl

Download URL visiblyai_mcp_server-0.13.1-py3-none-any.whl
Size 121.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
527d317673e73bd480e7b5b59570f0be026c27cdae43bb6d0d55ecc19b33b1cd
BLAKE2b-256 checksum
How to use checksums
d2b16c34d203a59c08d0dfc4a5a7dac1f66e44307a18c9a2346161794f13172c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.12.8

Release history Release notifications | RSS feed

This release

0.13.1 This release

2 release files

0.13.0

2 release files

0.12.1

2 release files

0.12.0

2 release files

0.11.1

2 release files

0.11.0

2 release files

0.10.0

2 release files

0.9.0

2 release files

0.8.0

2 release files

0.7.2

2 release files

0.7.1

2 release files

0.7.0

2 release files

0.6.0

2 release files

0.5.3

2 release files

0.5.2

2 release files

0.5.1

2 release files

0.5.0

2 release files

0.4.4

2 release files

0.4.3

2 release files

0.4.2

2 release files

0.4.1

2 release files

0.4.0

2 release files

0.3.0

2 release files

0.2.1

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page