Last updated: August 15, 2026
- SEOSiri launched developers.seosiri.com, a control plane mapping the entire SEOSiri Model Context Protocol (MCP) suite as an interactive topology graph, per the portal's own live dashboard: 16 published MCP servers, 163 autonomous tools, and 11 official Cloudflare edge gateways.
- It solves three concrete integration problems: undocumented tool schemas, error-prone manual
claude_desktop_config.jsonediting, and no visibility into which Cloudflare edge routes are actually up. - The suite spans four disciplines: AI Search/AEO/GEO, DevOps & Infrastructure, Enterprise Data Engineering, and Life Sciences & Bionics — the last two overlapping directly with the Bio-Robotics Core Engine and the Lambda Data Pipeline covered in earlier posts.
What Is the SEOSiri Developer Portal?
developers.seosiri.com is a control plane for SEOSiri's open-source MCP ecosystem: an interactive network graph showing how AI host clients (Claude Desktop, Cursor), Cloudflare edge gateways, and local PyPI-installed server packages connect to each other, plus tooling to generate valid client configs and check whether an edge endpoint is actually responding right now.
The Problem It Solves
Connecting AI agents to external tools at this scale runs into three specific, recurring failure points:
- Tool discovery blind spots: an AI client can't invoke a capability if its schema, input types, and transport rules aren't documented somewhere it can find.
- Configuration errors: hand-writing
claude_desktop_config.jsonor a Cursormcp.jsonfile is a common source of JSON syntax errors that silently break an agent connection. - Edge visibility gaps: with multiple Cloudflare Worker subdomains in play, there's no default way to know which routes are actually healthy without checking each one manually.
The portal, built on Vite, React, and Cloudflare Edge Workers, addresses all three with a topology map, a schema inspector, a config generator, and a live endpoint health monitor.
Key Features
Topology Graph Explorer
An interactive, force-directed network graph mapping connections between AI agents, edge gateways, PyPI packages, and documentation guides.
Documentation Viewer
A tool inspector exposing input argument schemas, descriptions, and copyable pip install commands per package.
MCP Config Generator
Generates valid claude_desktop_config.json snippets for zero-setup execution via uv.
Live Endpoint Tester
Checks active HTTP status and response latency across Cloudflare edge subdomains (*.seosiri.com).
New API Features: B2B API Key Issuer & Scoped MCP Access
The Developer Portal has expanded beyond topology and MCP discovery with a dedicated API Key Issuer for B2B access. The current portal exposes this as a separate navigation feature alongside Topology Graph, Docs, Architecture, Config Generator, Directory, and Endpoint Tester.
The API workflow introduces PRO and ENTERPRISE access tiers, MCP scope selection, and signed API credential generation. The current implementation uses HMAC-SHA256 signing and builds the credential around client, country, scope, tier, and expiry information.
API Key Issuer — Current Features
- Dedicated API Key Issuer: a B2B portal view for generating API credentials.
- PRO and ENTERPRISE tiers: the portal presents separate B2B access tiers.
- Scoped MCP access: credentials can be associated with an MCP server scope.
- HMAC-SHA256 signing: the current implementation signs the credential payload.
- Credential metadata: client, country, scope, tier, and expiry are part of the generated credential workflow.
- Rate tiers: the current portal UI states 1,000 requests/minute for PRO and 5,000 requests/minute for ENTERPRISE.
The MCP Suite at a Glance
Per the portal's own live dashboard, as shown above: 16 published MCP servers, 163 total autonomous tools, and 11 official edge gateways, all under Lead Architect Momenul Ahmad. The second view below shows part of the same graph, including AEO/GEO Intelligence, hreflang/i18n governance, and merchant schema nodes:
Explore the Specialized MCP Server Suites
The portal groups the ecosystem into four engineering disciplines:
- AI Search, AEO & GEO Suite: aeo-geo-mcp (llms.txt auditing), content-schema-mcp (Schema.org JSON-LD generation), dns-sec-audit-mcp (SOA expiry health checks), keyword-cluster-mcp (vector RAG retrieval), and search-governance-mcp (IndexNow dispatching).
- DevOps & Infrastructure Suite: ops-comm-mcp (Sentry triage & Linear sync), seosiri-db-infra-mcp (read-only PostgreSQL querying), and seosiri-vscode-mcp-manager (VS Code extension).
- Enterprise Data Engineering Suite: etl-pipeline-mcp (PII scrubbing & ID stitching) and lambda-data-pipeline-mcp (Hot/Cold storage tiering).
- Life Sciences & Bionics Suite: bioassay-mcp (TR-FRET, ELISA, and HL7 FHIR v4.0.1 observation conversion), biopharma-mcp (10 documented tools covering 4PL dose-response curve fitting, assay-parallelism assessment, Z-factor quality scoring, outlier detection, CDISC SDTM export, and 21 CFR Part 11-style audit logging), and seosiri-biorobotics (G-code kinematic actuation).
Note: with 15+ distinct projects referenced across these four suites, this article reproduces the list as provided rather than independently verifying each one's repository and current tool count — the same caution applied to every new project introduced earlier in this series. One exception: biopharma-mcp was independently checked against its live GitHub repository, which documents all 10 listed tools with matching descriptions, a correct self-referencing canonical URL, and no unresolved placeholder links.
Commercial B2B Solutions & Custom MCP Engineering
The core packages are open-source; corporate deployments typically need tailored architecture, security boundaries, and SLA guarantees. SEOSiri offers enterprise consulting for organizations in the United States, United Kingdom, Canada, Germany, and Japan, covering:
Enterprise MCP Engineering Capabilities
- Custom API & database wrappers: translating internal REST, GraphQL, PostgreSQL, and legacy systems into typed MCP tools.
- Cloudflare Zero Trust edge gateways: dedicated proxies with mTLS authentication, API key gating, and rate limiting.
- HIPAA, PCI-DSS & GDPR security interlocks: automated PII/PHI scrubbing and OWASP Top 10 injection filtering built into tool execution paths.
- Bespoke IDE & web portals: branded developer portals, VS Code extensions, and internal network explorers.
Query Answers
What is developers.seosiri.com?
The official enterprise developer portal and Cloudflare edge topology visualizer for SEOSiri's open-source Model Context Protocol ecosystem.
How does it help AI agent developers?
It provides an interactive topology graph, live edge health checks across Cloudflare Worker subdomains, automatic claude_desktop_config.json generation, and PyPI install commands, in one place.
Can enterprise organizations hire SEOSiri for custom MCP engineering?
Yes — systems architecture, bespoke MCP server development, HIPAA/GDPR compliance interlocks, and Cloudflare Zero Trust deployment for corporate platforms in the US, UK, Canada, Germany, and Japan.
Is the portal itself open source?
The GitHub repository is public under SEOSiri-Official, though as of this writing its README is unpopulated scaffold text rather than project-specific documentation — worth checking the repo directly for the current state before assuming full documentation coverage.
Lead Architect & Open-Source Attribution
The developer portal and its underlying MCP suite are designed and engineered by Momenul Ahmad, Lead Architect and Founder of SEOSiri.
