OntoRamp Graph Query MCP Server (com.ontoramp/graph-query)

This MCP server provides an architecture-grounded query interface for AI agents, focused on answering “what does governance say about this?” It returns evidence-linked answers drawn from a curated architecture and governance knowledge base rather than a document dump.

🛠️ Key Features

Architecture-grounded query for AI agents
Governance constraints and evidence-linked answers
Uses a curated architecture and governance knowledge base (not a dump)

🚀 Use Cases

Help agents determine what an organization has already decided
Check constraints that apply before taking an action
Use existing structure to evaluate a proposed action

⚡ Developer Benefits

Directly query the curated governance and architecture knowledge base from an AI agent or LLM
Support “governance says” workflows with evidence grounding

⚠️ Limitations

The provided description does not specify tool count or concrete API/tools available via MCP

OntoRamp

OntoRamp Graph Query — MCP Server

The MCP server that answers "what does governance say about this?" — evidence-grounded answers from a curated architecture and governance knowledge base, 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 a curated architecture and governance knowledge base directly from any AI agent or LLM workflow. Returns evidence-grounded answers with citation chains — not document similarity. Works from day one, and grows as your organization seeds its own knowledge.

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):

json

{
  "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/assess.

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/ontoramp/ontoramp-graph-query/issues
Contact: m@ontoramp.com

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

OntoRamp Graph Query