Atlas / MCP servers / seosiri-official / developers-seosiri-com

developers-seosiri-comSAFE

Name: developers-seosiri-com
Author: seosiri-official

mcp/seosiri-official/developers-seosiri-com

MCP server by seosiri-official · ai · ai agents · claude desktop · Audited 2026-10-11

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.

Verdict

SAFE

Grade

Trust score

89 /100

Exposed tools

92 86r · 5w · 1d

Transport

—

License

—

Stars

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

🌐 Live Developer Portal & Topology Explorer: developers.seosiri.com 📖 Central Ecosystem Directory: SEOSiri MCP Directory

Official enterprise developer portal, interactive D3 network topology graph, and Cloudflare Workers edge gateway manager for the SEOSiri Model Context Protocol (MCP) Suite.

[](https://github.com/SEOSiri-Official/developers-seosiri-com/actions/workflows/ci.yml)

🚀 Overview & Key Features

19 Active MCP Servers & Other packages (23 published): Force-directed D3 network graph mapping connections between AI host clients (Claude Desktop, Cursor AI, LangChain), Cloudflare edge gateways (*.seosiri.com), and published packages.
214 Autonomous MCP Tools: Real-time tool schema inspector detailing tool parameters, descriptions, and sample JSON input payloads.

🏛️ Categorized Master Registry: 19 Sovereign MCP Servers plus others tools (214 Tools)

1. Life Sciences, Theranostics & Bionics Suite

`stal-mcp` (@seosiri/stal-mcp)
Purpose: SEOSiri Theranostic Autonomous Loop: Unites BioAssay micro-validation, Biopharma molecular docking, and BioRobotics surgical kinematics with metered billing ledger audit.
Edge Gateway: stal.seosiri.com | Tools: 5
`biopharma-mcp` (@seosiri/biopharma-mcp)
Purpose: Biopharma Software Infrastructure: 4PL sigmoidal curve fitting, Z-Factor screening, CDISC SDTM v1.7 records, and 21 CFR Part 11 audit trails.
Edge Gateway: biopharma.seosiri.com | Tools: 10
`bioassay-mcp` (seosiri-bioassay-mcp)
Purpose: BioAssay HTS Automation: TR-FRET ratio analysis, UA-Glo viability

Read from source at commit 2a8714bf3450OBSERVED · 2026-10-11

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code

claude mcp add react-example -- npx -y [email protected]

claude-desktop

{
  "mcpServers": {
    "react-example": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ]
    }
  }
}

Exposed tools (92)

86 read · 5 write · 1 destructive. Blast radius: 1 tool can delete or overwrite — an agent that can be talked into calling a tool can be talked into calling this one.

Tool	Risk	Description
`analyze_backlink_toxicity`	read	Evaluates spam score and toxic link domain patterns across referring domains.
`analyze_image_alt_text`	read	Inspects image URL and generates accessible SEO-optimized alt description.
`analyze_llm_txt_compliance`	read	Audits /llm.txt file formatting, structured markdown tags, and LLM readability score.
`assess_parallelism`	read	Computes shared slope/asymptotes consistency via F-Test and TOST metrics.
`audit_dns_records`	read	Fetches and audits A, AAAA, MX, CNAME, TXT, and SOA Expire timers.
`audit_local_business_schema`	read	Validates LocalBusiness, GeoCoordinates, and openingHoursSpecification.
`audit_render_blocking_assets`	read	Identifies render-blocking CSS/JS files and recommends critical path inline strategies.
`audit_robots_txt_and_bots`	read	Audits robots.txt rules for AI crawlers (GPTBot, ClaudeBot, Google-Extended, PerplexityBot).
`audit_x_default_fallback`	read	Ensures proper x-default tag implementation for global default visitors.
`bioassay_micro_validate`	read	Stage 1: Evaluates tissue phenotype arrays & biochemical anomalies across multi-well loops. Halts pipeline if target affinity falls below 95% threshold.
`biopharma_dock_synthesize`	read	Stage 2: Runs non-linear predictive docking simulations, validates molecular SMILES against cellular toxicity limits, and compiles CDISC SDTM v1.7 records.
`biorobotics_plan_trajectory`	read	Stage 3: Ingests 3D voxel target coordinates [X, Y, Z], evaluates surgical tool clearance margins, and generates deterministic G-code robotic actuation paths.
`calculate_4pl_curve`	read	Fits 4-Parameter Logistic non-linear sigmoidal dose-response curves.
`calculate_elisa_absorbance`	read	Standard curve optical density quantification for ELISA immunoassays.
`calculate_hica_cytotoxicity`	read	Computes high-content image analysis cytotoxicity indexes.
`calculate_lod_loq`	read	Calculates Limit of Detection and Limit of Quantitation from background blanks.
`calculate_tr_fret_ratio`	read	Calculates TR-FRET emission ratio (665nm/620nm) with background correction.
`calculate_uaglo_viability`	read	Computes luminescence viability percentage against negative controls.
`calculate_z_factor`	read	Validates microplate HTS metrics from positive and negative controls.
`cluster_semantic_keywords`	read	Groups raw keyword lists into topical semantic clusters using embedding distance.
`compute_4pl_toxicity`	read	4-Parameter Logistic Hill-slope regression for micro-pollutants.
`compute_metered_ledger`	read	Stage 4: Calculates real-time compute resource units (Base $7.50 + $0.85/struct + $0.12/step + $0.0025/ms) and commits an immutable SHA-256 audit ledger hash.
`compute_nsf_wqi`	read	Calculates NSF Water Quality Index using weighted geometric means.
`convert_to_hl7_fhir`	read	Converts raw microplate observation results into HL7 FHIR v4.0.1 standard JSON.
`detect_assay_outliers`	destructive	Grubbs and IQR mathematical filtering boundaries to drop anomalous artifacts.
`execute_mcp_workflow_chain`	write	Executes multi-step MCP tool calls in sequence with output piping.
`execute_stal_pipeline`	write	Atomic end-to-end execution of the full theranostic loop: zero-trust HIPAA PII scrubbing, bioassay target validation, biopharma molecular synthesis, and biorobotics surgical kinematic pathing with metered transaction logging.
`export_cdisc_sdtm`	read	Converts internal JSON records into CDISC SDTM v1.7 compliant models.
`export_parquet_buffer`	read	Formats transformed data rows into columnar Parquet buffers for DuckDB or S3.
`extract_direct_answer_snippets`	read	Extracts direct-answer snippets optimized for AEO and generative engine citation.
`extract_image_ocr_entities`	read	Performs OCR entity extraction on infographics, charts, and technical diagrams.
`fetch_crux_vitals`	read	Fetches real-user LCP, INP, and CLS field data from Chrome UX Report API.
`generate_ai_content_brief`	read	Creates automated structural content brief with target entity list and schema recommendations.
`generate_disavow_file`	read	Generates Google Search Console disavow.txt format for toxic domains.
`generate_faqpage_schema`	read	Generates Schema.org FAQPage JSON-LD markup from raw markdown or Q&A pairs.
`generate_gxp_audit_log`	read	Records immutably hashed operation logs to stderr for FDA 21 CFR Part 11 auditing.
`generate_ieee_fhir_bundle`	read	Transforms water bioassay readings into valid HL7 FHIR v4.0.1 bundles.
`generate_product_schema`	read	Generates complete Product JSON-LD with priceValidUntil, sku, and availability.
`generate_video_object_schema`	read	Generates VideoObject JSON-LD with thumbnail, uploadDate, and contentUrl.
`iaig_audit_ledger`	read	Generates FDA/SOC2-compliant immutable logs for AI actions.
`iaig_budget_gate`	read	Enforces hard operational budget caps. Prevents rogue agents from depleting API credits.
`iaig_check_plc_interlocks`	read	Verifies if target machinery satisfies hardcoded plant safety pre-conditions.
`iaig_compress_trend_window`	read	Batches heavy operational datasets into compact analytical trends.
`iaig_dispatch_ros2_goal`	read	Translates AI instructions into deterministic ROS 2 Navigation actions.
`iaig_firewall_inspect`	read	Enterprise-grade AI Firewall. Sanitizes prompts, detects injection, masks PII/PHI.
`iaig_get_event_anomalies`	read	Returns localized vector-based anomaly alerts (e.g. Bearing wear index).
`iaig_get_semantic_telemetry`	read	Fetches edge-computed text summaries of high-frequency sensor waves.
`iaig_inspect_prompt_safety`	read	Runs incoming operator prompts through AI Firewall to intercept prompt injections.
`iaig_list_assets`	read	Browses ISA-95 hierarchical data tree (Enterprise/Site/Area/Line/Cell/Asset).
`iaig_proxy_cloud_escalation`	read	Anonymizes data and pushes global multi-site calculations to cloud.
`iaig_query_historian`	read	Pulls deep historical time-series database logs for trend analysis.
`iaig_queue_proposal_hmi`	read	Locks physical command inside queue until worker approves on plant HMI screen.
`iaig_read_tag`	read	Fetches real-time process variables from Unified Namespace over MQTT/OPC UA.
`iaig_route_local_slm`	read	Executes low-latency local queries safely within air-gapped hardware.
`iaig_simulate_physics_impact`	read	Simulates machine commands against physical digital twin safety boundaries.
`iaig_sync_offline_cache`	write	Flushes and updates local tool-call logs built up during network dropouts.
`iaig_throttle_tool_context`	read	Dynamically restricts exposed tools based on operator role to reduce token bloat.
`iaig_validate_control_limits`	read	Reviews proposed variables against immutable mechanical safety ceilings.
`iaig_validate_tpm_signature`	read	Challenges physical hardware to prove request originated from trusted TPM chip.
`iaig_verify_operator_session`	read	Binds active tool execution loop to operator OAuth2 / Biometric session token.
`ingest_webhook_payload`	read	Ingests high-speed webhooks from Stripe, Shopify, GitHub, or HubSpot into Hot Tier RAM queue.
`inspect_ssl_security_headers`	read	Inspects SSL/TLS certificate expiration, cipher suites, and HSTS headers.
`lambda_filter_stream`	read	Applies real-time stream filtering rules.
`lambda_ingest_hot_tier`	read	Sub-millisecond in-memory Hot Tier RAM writes with backpressure throttling.
`local_rag_vector_retrieval`	read	Converts content into vector embeddings to provide grounded and factual responses for AI models.
`model_cellular_signaling`	read	Quantifies secondary messenger pathway flux (cAMP/IP3).
`model_organism_pharmacokinetics`	read	Compartmental PK clearance and area under curve (AUC) estimation.
`model_subcellular_binding`	read	Models receptor-ligand binding kinetics and dissociation constants (Kd).
`model_tissue_permeability`	read	Apparent permeability coefficient (Papp) modeling across Caco-2 monolayers.
`normalize_dilution_potency`	read	Scales observed target calculations dynamically across dilution ratios.
`parse_access_log_bots`	read	Extracts bot visit counts and HTTP status distributions from server log files.
`parse_large_plate_stream`	read	Memory-safe stream parser for 96-well or 384-well microplate layout string rows.
`process_device_telemetry`	read	Parses live telemetry feeds from laboratory microplate readers and liquid handlers.
`resolve_biological_entity_safe`	read	Circuit Breaker query for PubChem or ChEBI compound resolution.
`rovomcp_get_health`	read	Queries live status, transport channels, and edge health metrics from rovomcp.seosiri.com.
`rovomcp_inspect_prompt`	read	Runs incoming prompts through the AI Firewall to intercept prompt injections and overrides.
`rovomcp_sanitize_payload`	read	Executes real-time PII/PHI redaction (SSN, credit card, email, IP) at the edge based on industry compliance policy.
`rovomcp_verify_token`	read	Validates custom X-SEOSiri-Token handshake headers for secure Rovo agent routing.
`sanitize_citizen_telemetry`	read	EU GDPR-compliant SHA-256 citizen geo-hashing.
`scrub_pii_sha256`	read	Executes SHA-256 cryptographic PII scrubbing on customer fields.
`send_indexnow_notification`	write	Dispatches instant IndexNow ping notifications to search engine endpoints.
`stitch_customer_identity`	read	Stitches customer records across multiple platforms using probabilistic graph matching.
`stream_warehouse_batch`	read	Streams clean batch buffers directly into Snowflake, ClickHouse, or BigQuery.
`validate_ga4_report_metrics`	read	Dispatches and validates server-side engagement and session stickiness metrics via GA4 Measurement Protocol.
`validate_hreflang_matrix`	read	Audits hreflang return tags and cross-domain language reciprocity.
`validate_merchant_center_feed`	read	Audits XML/JSON product feeds for missing attributes, GTIN, or price mismatches.
`verify_agent_execution_context`	read	Validates agent permissions, token rate limits, and JSON-RPC protocol compliance.
`verify_nap_consistency`	read	Cross-checks Name, Address, and Phone Number (NAP) consistency across local citation directories.
`vscode_audit_extension_manifest`	read	Audits extension manifests for security vulnerabilities, activation triggers, and tool bindings.
`vscode_generate_mcp_config`	read	Generates verified configuration snippets for Claude Desktop, Cursor, and OpenAI Responses API Remote MCP tool connectors.
`vscode_inspect_live_gateways`	read	Inspects real-time connection status across all 13 Cloudflare edge gateways directly from the IDE.
`vscode_sync_workspace_settings`	write	Synchronizes recommended team settings, linters, and MCP permissions.

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

Layer	What it checks	Result
L0	Provenance & inventory	PASS
L1	Static analysis of the code	PASS
L2	Instruction surface (what it tells the agent)	PASS
L3	Class-specific surface	WARN
L4	Behavioural (sandbox)	SKIPPED

What the source does

Filesystem: declared (1 observation(s))
Network: declared (4 observation(s))
Shell: none-observed
Dependencies: not all pinned
Secrets in source: none-found

Findings (4)

MEDIUMFilesystem / path · mcp.destructive_tools · CWE-22, CWE-59

detect_assay_outliers

Why it matters. 1 tool(s) can delete or overwrite

Fix. prefer a read-only mode or scoped tokens; the page states the blast radius

LOWInventory / provenance · inv.no_license · CWE-1104

Why it matters. no LICENSE file and no repo licence

Fix. add a licence

LOWObfuscation / stealth · obf.decode_call · CWE-506, CWE-94

src/components/UserPortal.tsx:123

atob(base64)

LOWSupply chain · supply.unpinned · CWE-829, CWE-1357

package.json

react, react-dom, @tailwindcss/vite, @types/d3, @types/node, @types/react, @types/react-dom, @vitejs/plugin-react

Why it matters. 17 dependency range(s) float

Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-11 · audit v0.4.1 · source sha 2a8714bf3450full audit observations/trust-audit/mcp-server/seosiri-official__developers-seosiri-com.json · Report an issue / request a re-scan

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

Date	Source	Verdict	Grade	Score	Change
2026-10-11	`2a8714bf3450`	SAFE	B	89	first audit

Questions

What is the developers-seosiri-com MCP server?

What tools does developers-seosiri-com expose?

92 in total: 86 read-only, 5 that write, and 1 that can delete or overwrite (detect_assay_outliers). Every one is listed on this page with its risk.

Is developers-seosiri-com safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B. Separately from the audit: 1 of its tools can destroy data, so scope the token you give it to what you actually need.

What credentials does developers-seosiri-com need?

No credential environment variables were found in its source, so it appears to need none.

How current is this page?

The grade is for one exact copy of the source (2a8714bf3450), read on 2026-10-11. The repository is watched and re-audited when it changes.

Source	SEOSiri-Official/developers-seosiri-com
npm	`react-example@1.0.9`
Activity	pushed 1d ago