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SEO Intellect MCP

SEO Intellect MCP

Engine SEO Intellect

engine.seointellect.ru (affiliate link)

Русская инструкция · English installation guide

Open-source MCP server for the complete Engine SEO Intellect API surface. One MCP server exposes 22 SEO tools and handles the upstream asynchronous task lifecycle (set → check → get).

The project supports:

  • local stdio transport for Codex, Claude Desktop, and other MCP hosts;

  • remote Streamable HTTP transport;

  • BYOK hosting: every remote caller supplies their own Engine SEO Intellect token;

  • structured tool results, input validation, polling, and resumable task_id values;

  • Node.js 20+, Docker, and horizontal stateless HTTP deployment.

Live API verification

On September 1, 2026, 21 of the 22 tools were exercised against the live Engine SEO Intellect API with minimal inputs and returned final status: ok results. site_scanner was intentionally excluded to avoid launching a crawl. No API token or private result payload is stored in this repository.

Live verification also established two upstream constraints reflected in the schemas: clustering requires at least two keywords, and keywords_checker requires all three keyword groups.

The project is an independent community integration and is not an official Engine SEO Intellect product.

Related MCP server: MCP DataForSEO Server

Tools

MCP tool

Engine SEO Intellect API tool

Purpose

lsi

lsi

LSI words and n-grams

seo_text

seo-text

Competitor text sizes and page text

site_age

site-age

First known indexing date

top_10

top-10

Search result export

page_index

pageindex

Yandex and Google index checks

clustering

clustering

Keyword clustering

lemma

lemma

Lemmatization and n-grams

positions_multi

positions-multi

Multi-domain position checks

headers

headers

H1-H6 collection

competitors

competitors

Search competitor discovery

suggest

suggest

Search suggestions

sqi

sqi

Yandex site quality index

keywords_checker

keywords-checker

Copywriter brief compliance

overoptimization_filter

filter

Text-filter risk

positions

positions

Keyword positions

link_checker

linkchecker

Donor-link checks

relevant_pages

relevant

Relevant page discovery

wordstat

wordstat

Wordstat frequency collection

semantic

semantic

Competitor semantics

site_scanner

site-scanner

Technical site crawl

copywriter_brief

copyrighters

Content brief generation

text_analyze

text-analyze

Text and competitor analysis

All 22 tools accept three optional execution fields:

  • wait_for_result — wait for the final result; defaults to true;

  • poll_interval_ms — polling interval;

  • timeout_ms — maximum wait time.

When a task outlives the timeout, the response contains task_id. Pass only that task_id to the same MCP tool to continue waiting. Set wait_for_result=false to submit without polling.

Local setup (stdio)

git clone https://github.com/arseniigruzdev/engine-seointellect-mcp.git
cd engine-seointellect-mcp
npm ci
npm run build

Set the token in the environment, then start the server:

SEOINTELLECT_API_TOKEN=your-token npm start

PowerShell:

$env:SEOINTELLECT_API_TOKEN = "your-token"
npm start

Codex configuration

Codex supports both stdio and Streamable HTTP MCP servers. Keep the token in the process environment and allow Codex to forward it instead of writing it into config.toml:

[mcp_servers.engine-seointellect-mcp]
command = "node"
args = ["C:/absolute/path/to/engine-seointellect-mcp/dist/index.js"]
env_vars = ["SEOINTELLECT_API_TOKEN"]
tool_timeout_sec = 180
default_tools_approval_mode = "writes"

The same MCP configuration is shared by Codex CLI, the IDE extension, and the ChatGPT desktop app on a Codex host. Restart the client after adding the server.

Remote hosting (Streamable HTTP)

The recommended public mode is BYOK. The MCP endpoint treats the caller's bearer token as their Engine SEO Intellect API token, forwards it only to Engine SEO Intellect, and does not persist it.

MCP_TRANSPORT=http \
HOST=0.0.0.0 \
PORT=3000 \
MCP_HTTP_AUTH_MODE=byok \
MCP_ALLOWED_HOSTS=mcp.example.com \
npm start

Endpoints:

  • POST/GET/DELETE /mcp — Streamable HTTP MCP;

  • GET /health — health check;

  • GET / — server metadata.

Remote Codex configuration:

[mcp_servers.engine-seointellect-mcp]
url = "https://mcp.example.com/mcp"
bearer_token_env_var = "SEOINTELLECT_API_TOKEN"
tool_timeout_sec = 180
default_tools_approval_mode = "writes"

Docker

docker build -t engine-seointellect-mcp .
docker run --rm -p 3000:3000 \
  -e MCP_TRANSPORT=http \
  -e HOST=0.0.0.0 \
  -e MCP_HTTP_AUTH_MODE=byok \
  -e MCP_ALLOWED_HOSTS=localhost \
  engine-seointellect-mcp

For Coolify or Dokploy:

  1. deploy this repository with its Dockerfile;

  2. expose container port 3000;

  3. set MCP_TRANSPORT=http, HOST=0.0.0.0, and MCP_HTTP_AUTH_MODE=byok;

  4. set MCP_ALLOWED_HOSTS to the public MCP hostname;

  5. proxy HTTPS to /mcp and use /health for health checks.

In BYOK mode, do not set SEOINTELLECT_API_TOKEN on the server.

Private static-token mode

Static mode uses one Engine SEO Intellect account and therefore must not be exposed publicly. It requires a separate MCP access token:

MCP_TRANSPORT=http \
MCP_HTTP_AUTH_MODE=static \
SEOINTELLECT_API_TOKEN=upstream-token \
MCP_ACCESS_TOKEN=random-private-access-token \
npm start

Development

npm run check
npm audit

Tests use an in-memory MCP connection and mocked Engine SEO Intellect responses. They do not consume API limits.

Security and privacy

  • Tokens are never logged or included in request bodies.

  • BYOK tokens are held only in memory for the current MCP request.

  • Every tool can consume Engine SEO Intellect account limits, so all tools are marked non-read-only and non-idempotent.

  • HTTP deployment validates allowed hosts and requires bearer authentication.

  • Do not paste real tokens into issues, logs, screenshots, or committed configuration.

See SECURITY.md for vulnerability reporting.

License

MIT

Available Tools

22 tools
clusteringKeyword clusteringA

Cluster a semantic core using search-result overlap. Upstream API tool: clustering. This operation may consume SEO Intellect account limits.

competitorsCompetitor searchB

Find organic-search competitors for a keyword set. Upstream API tool: competitors. This operation may consume SEO Intellect account limits.

copywriter_briefCopywriter briefB

Build a content brief from SERP competitors and keyword signals. Upstream API tool: copyrighters. This operation may consume SEO Intellect account limits.

headersH1-H6 parserB

Collect page headings from SERP competitors. Upstream API tool: headers. This operation may consume SEO Intellect account limits.

keywords_checkerCopywriter brief checkerB

Check strict, lemmatized, and additional keyword occurrences in text. Upstream API tool: keywords-checker. This operation may consume SEO Intellect account limits.

lemmaLemmatizerA

Lemmatize text and optionally build n-grams. Upstream API tool: lemma. This operation may consume SEO Intellect account limits.

lsiLSI wordsB

Collect LSI unigrams and bigrams from search results. Upstream API tool: lsi. This operation may consume SEO Intellect account limits.

overoptimization_filterOveroptimization filterB

Estimate possible Yandex text-filter or overoptimization risk. Upstream API tool: filter. This operation may consume SEO Intellect account limits.

page_indexPage indexingB

Check whether URLs are indexed in Yandex and Google. Upstream API tool: pageindex. This operation may consume SEO Intellect account limits.

positionsKeyword positionsB

Check a site's positions and optional Wordstat/SERP signals. Upstream API tool: positions. This operation may consume SEO Intellect account limits.

positions_multiMulti-domain positionsA

Check keyword positions for several sites or pages. Upstream API tool: positions-multi. This operation may consume SEO Intellect account limits.

relevant_pagesRelevant pagesB

Find the most relevant site page for each keyword. Upstream API tool: relevant. This operation may consume SEO Intellect account limits.

semanticCompetitor semanticsB

Analyze a domain's visible keyword semantics. Upstream API tool: semantic. This operation may consume SEO Intellect account limits.

seo_textSEO text analysisB

Measure competitor text sizes and collect page text from the SERP. Upstream API tool: seo-text. This operation may consume SEO Intellect account limits.

site_ageSite or page ageB

Find the first known indexing date for URLs. Upstream API tool: site-age. This operation may consume SEO Intellect account limits.

site_scannerSite scannerA

Crawl a website and return technical SEO findings. Upstream API tool: site-scanner. This operation may consume SEO Intellect account limits.

sqiYandex SQIC

Fetch Yandex site quality index and related public site signals. Upstream API tool: sqi. This operation may consume SEO Intellect account limits.

suggestSearch suggestionsB

Collect Yandex or Google search suggestions. Upstream API tool: suggest. This operation may consume SEO Intellect account limits.

text_analyzeText analyzerC

Analyze text or competitor pages against a keyword set. Upstream API tool: text-analyze. This operation may consume SEO Intellect account limits.

top_10Search TOP resultsB

Export search results for the supplied keywords. Upstream API tool: top-10. This operation may consume SEO Intellect account limits.

wordstatYandex WordstatB

Collect supported Wordstat frequencies for keywords. Upstream API tool: wordstat. This operation may consume SEO Intellect account limits.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    B3.2/5.0

    Scored across 22 tools

    Disambiguation4/5

    Each tool maps to a distinct SEO API function, and most names signal their target clearly, such as positions vs positions_multi and page_index vs site_age. A few text/content tools like seo_text, text_analyze, and keywords_checker have adjacent purposes, but their descriptions provide enough separation.

    Naming Consistency3/5

    The names are consistently snake_case and domain-meaningful, but they do not follow a single verb_noun pattern. The set mixes noun phrases like relevant_pages and copywriter_brief, acronyms like lsi and sqi, and awkward constructions like text_analyze, making the naming readable but stylistically inconsistent.

    Tool Count3/5

    At 22 tools, the surface is on the heavy side and will require agents to navigate many niche options. Each tool appears to serve a distinct purpose, but the count is above the typical well-scoped range.

    Completeness4/5

    The tool set covers major SEO workflows: keyword research, SERP analysis, rank tracking, technical crawling, content briefs, and text optimization. Minor gaps such as historical rank tracking or broader backlink-profile analysis prevent a perfect score, but core workflows have no dead ends.

    Maintenance

    ActivityStale
    ResponsivenessNo recent community issues

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