MCP servers · publisher

MCP servers by seosiri-official

seosiri-official publishes 15 MCP servers in the atlas. 14 are SAFE, 1 CAUTION and 0 BLOCK. Each was read in full before it was listed.

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ModelsAtlas. “MCP servers by seosiri-official”. Retrieved 28 Oct 2026. https://modelsatlas.com/mcp/seosiri-official

Verdicts · 15 servers

✓SAFE14!CAUTION1✕BLOCK0

Transports

A server can list more than one transport.

Tool risk

1

server expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 10 tools.

Servers with no destructive tools →

15 servers by seosiri-official

1–15 of 15 · ranked by trust score, then stars

developers-seosiri-com

SEOSiri-Official/developers-seosiri-com

✓SAFE B

SEOSiri Official enterprise developer portal & Cloudflare edge topology for AI Search Governance, AEO/GEO Analytics, Schema Validation, Core Web Vitals, DNS Security, and Autonomous AI Agent Tooling for Claude Desktop, Cursor AI, and enterprise AI engines.

★ 11 destructive

aeo-geo-mcp

SEOSiri-Official/aeo-geo-mcp

✓SAFE B

A sovereign, local-first MCP server for AI Engine Optimization (AEO), Generative Engine Optimization (GEO), llm.txt auditing, and content stickiness analytics.

★ 010 readstdio

biopharma-mcp

SEOSiri-Official/biopharma-mcp

✓SAFE B

An open-source, local-first Model Context Protocol (MCP) server written in TypeScript for **Biopharma Software Infrastructure, FDA 21 CFR Part 11 GxP Audit Trailing, CDISC SDTM/Allotrope Data Exports, 4PL Dose-Response Curve Fitting, and HIPAA PII/PHI Redaction**.

★ 010 readsse

biorobotics

SEOSiri-Official/biorobotics

✓SAFE B

An open-source, stateless Model Context Protocol (MCP) framework bridging biological datasets (NCBI/UniProt) with deterministic physical coordinates for robotic automation.

★ 06 readsse

content-schema-mcp

SEOSiri-Official/content-schema-mcp

✓SAFE B

An open-source, local-first (MCP) server for Automated Schema org JSON-LD Generation, GA4 Metric Validation, llm.txt Auditing

★ 010 readstdio

dns-sec-audit-mcp

SEOSiri-Official/dns-sec-audit-mcp

✓SAFE B

A sovereign, local-first MCP server for Technical SEO DNS record auditing, SOA health checks, SSL/TLS inspection, and HTTP security header analysis.

★ 010 readstdio

etl-pipeline-mcp

SEOSiri-Official/etl-pipeline-mcp

!CAUTION B

A sovereign, local-first MCP-Native ETL System with Hot/Cold tiering, PII scrubbing, ID stitching, Parquet buffers, and data warehouse exports.

★ 09 readstdio

lambda-data-pipeline-mcp

SEOSiri-Official/lambda-data-pipeline-mcp

✓SAFE B

A sovereign, high-speed, local-first Big Data Ingestion, Filtering, and Analytical Pipeline Orchestrator over the Model Context Protocol.

★ 07 readstdio

learning-orchestrator-mcp

SEOSiri-Official/learning-orchestrator-mcp

✓SAFE B

A sovereign, AI-driven pedagogical and spaced-repetition skills development MCP server supporting progressive syllabi, Bloom's Taxonomy, and secure LMS handshakes.

★ 02 writestdio

ops-comm-mcp

SEOSiri-Official/ops-comm-mcp

✓SAFE B

An open-source, local-first Model Context Protocol (MCP) server for **Enterprise Operations, Sentry Error Triage, Linear Issue Sync, and Slack Incident Response**.

★ 01 writestdio

search-governance-mcp

SEOSiri-Official/search-governance-mcp

✓SAFE B

An open-source, local-first Model Context Protocol (MCP) server for **AI Search Crawler Governance, Brand Safety Guardrails, Canonical Integrity, and IndexNow Notifications

★ 010 readstdio

semantic-entity-mcp

SEOSiri-Official/semantic-entity-mcp

✓SAFE B

An open-source, local-first Model Context Protocol (MCP) server for Named Entity Extraction, Wikidata Disambiguation, sameAs Schema Linking, and Knowledge Graph Triple Construction

★ 010 readstdio

seosiri-api-guard-mcp-server

SEOSiri-Official/seosiri-api-guard-mcp-server

✓SAFE B

A sovereign, universal API validation and multi-industry compliance security MCP server supporting OWASP, HIPAA, PCI-DSS, GDPR, and SEO/AEO metadata guardrails.

★ 01 readsse

seosiri-db-infra-mcp

SEOSiri-Official/seosiri-db-infra-mcp

✓SAFE B

An open-source, local-first Model Context Protocol (MCP) server for **Secure Live Database Querying, Schema Inspection, AWS S3 Security Audits, and Cloudflare Infrastructure Control**.

★ 01 writestdio

stal-mcp

SEOSiri-Official/stal-mcp

✓SAFE B

SEOSIRI Theranostic Autonomous Loop (STAL) Core Engine - Unified Model Context Protocol (MCP) orchestrating BioAssay micro-validation, Biopharma molecular docking, and BioRobotics surgical kinematics with HIPAA zero-retention PII scrubbing.

★ 01 writestdio

More from seosiri-official

Questions

Which seosiri-official MCP server has the best trust score?
developers-seosiri-com (SEOSiri-Official/developers-seosiri-com) and aeo-geo-mcp (SEOSiri-Official/aeo-geo-mcp), ranked by trust score and then stars.
Are seosiri-official's MCP servers read-only?
10 of 15 declare only read tools; 1 expose at least one destructive tool; 0 build their tool list at runtime, so we cannot read it from the source.

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