Who it is for
SEO and generative engine optimisation teams tracking brand mentions across answer engines.
Overview
What Semantica does
Semantica AI tracks how often and how favourably a brand is named in AI generated answers across ChatGPT, Gemini, Perplexity, Claude, Grok, DeepSeek, YandexGPT, GigaChat, and Google AI Overviews. The connector gives an assistant structured access to that account: projects and scans, visibility metrics over time, competitor tracking, sentiment and share of voice, the source domains and cited pages behind answers, zero click rankings against competitors, and the drivers behind change between one scan and the next.
Research tools ship alongside it, covering Yandex Wordstat and Google Trends demand data, AI crawler accessibility checks, and product feed audits. Sixty one tools are listed, a large surface for one product. A Semantica account is required.
Tool surface
A surface claimed at sixty one tools would be worth reading in full, but the endpoint asks for credentials before it will list a single one.
Availability
Where Semantica is listed
Semantica is listed in the Claude connectors directory only. Semantica AI has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them.
The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one.
Claude listing
In the Claude connectors directory
Semantica publishes 61 tools to Claude, a deeper surface than 93.1% of the 1,253 Claude-listed connectors, the top decile.
The median Claude-listed connector filed under Sales & Marketing publishes 18, so this one runs 43 tools above its bucket's median and ranks 9th of 94 by tool count.
It falls in the 51+ tools band, which holds 9.6% of the Claude directory.
Semantica publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally.
Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there.
- Publisher
- Semantica AI
- Verification
- Community-listed (61.5% of the Claude directory)
- Filed under
- Sales & Marketing
- Endpoint
-
https://mcp.ai-semantica.com/mcp - Documentation
- Publisher setup docs
- Published tools
- 61 · 51+ tools band
- Depth rank in Sales & Marketing
- 9 of 94
- Snapshot
- August 2026
Semantica is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality.
In the publisher's words
How Semantica AI describes it
Semantica AI is an analytics and growth platform for AI search and LLMs (Generative Engine Optimization / GEO / AI-SEO). It measures how often and how favorably your brand is mentioned in AI-generated answers across ChatGPT, Claude, Perplexity, Gemini, Google AI Mode/Overviews, YandexGPT, DeepSeek, Grok, and GigaChat — and helps you grow that visibility for the topics and prompts you care about. This connector gives Claude direct, structured access to your Semantica data: • Projects, scans, and brand-visibility metrics over time • Competitor tracking, sentiment, and share-of-voice • Cited pages and source domains behind AI answers • Zero-click ranking of your brand vs. competitors inside AI responses • Change drivers between scans It also bundles research tools: Yandex Wordstat and Google Trends demand data, AI-crawler accessibility checks (Agent Ready), and product-feed audits (AI Commerce). Ask questions like "How did my brand's AI visibility change in the last scan and what drove it?" or "Which competitors are winning in Perplexity for my topics?" and get answers backed by real scan data instead of guesswork.
Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it.
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This is an independent catalogue entry compiled by Node8 from Semantica's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Semantica AI, and inclusion here is not an endorsement.
Want your company reachable inside ChatGPT and Claude?
Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot.