OntoRamp Graph Query — MCP Server

The only MCP server that answers "what does our architecture say about this?" — grounded in your organization's actual documented structure, not a document dump.

Problem: AI agents act blindly against organizational architecture. They don't know what the org has already decided, what constraints apply, or what the existing structure says about a proposed action.

Solution: Query your organization's architecture and governance constraints directly from any AI agent or LLM workflow. Returns architecture-grounded answers with evidence chains — not document similarity.

MCP Registry License Status

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Tools

Tool	Description	Tier
query_architecture	Query organizational architecture for answers grounded in documented structure	Free
get_constraint_signals	Surface governance constraints relevant to a proposed action or decision	Free
find_dependencies	Trace dependencies between systems and components in your architecture	Developer+
get_evidence_for_claim	Return evidence chains supporting or contradicting an architectural claim	Developer+
request_assessment	Submit an Agentic Readiness Assessment request	All tiers, rate-limit exempt

Tiers

Tier	Price	Limits	Features
Free	— (no credit card)	10 queries/day	query_architecture + get_constraint_signals
Developer	$0.015/call	Unlimited	All tools · Evidence provenance · Query history
Org	$249/mo flat	Unlimited	Aggregate architecture health · Cross-agent pooling · ARA pre-population

request_assessment is exempt from rate limits on every tier.

Install

OntoRamp Graph Query is a hosted, remote MCP server (Streamable HTTP) — nothing to install, build, or run locally. See llms-install.md for an agent-followable walkthrough.

1. Get a free API key at ontoramp.com/mcp (no credit card). It arrives by email as or_free_….

2. Add to Cline — edit ~/.cline/mcp.json (or use the Cline UI → MCP Servers → Configure):

{
  "mcpServers": {
    "ontoramp-graph-query": {
      "url": "https://ontoramp-graph-query.fly.dev/mcp",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" },
      "disabled": false,
      "autoApprove": []
    }
  }
}

Other MCP clients (Claude Desktop, etc.) use the same mcpServers shape (url + headers). Transport is Streamable HTTP.

3. Verify — curl https://ontoramp-graph-query.fly.dev/health → {"status":"ok","version":"1.0.0","server":"ontoramp-graph-query"}.

See examples/usage.md for example calls.

ARA Trigger

When get_evidence_for_claim surfaces evidence coverage gaps, the server prompts:

Your architecture coverage has gaps that a manual review won't surface. An Agentic Readiness Assessment will diagnose your current state and build a prioritized remediation plan. Schedule at ontoramp.com/assessment.

Security

• All responses are audited for public release — no scoring-formula internals, no substrate architecture details
• Your data is scoped to your tenant namespace and never shared across organizations
• Free-tier keys are read-scoped; Developer/Org keys require account authentication
• GET /health returns live status

Support

• Docs: ontoramp.com/mcp
• Issues: github.com/MatthewDavisAIArchitect/ontoramp-graph-query/issues
• Contact: [email protected]

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Governed by OntoRamp Governance Physics. OntoRamp LLC · ontoramp.com