{
  "markdown": "<p align=\"center\"><img src=\"logo.png\" width=\"84\" alt=\"OntoRamp\"></p>\n\n# OntoRamp Knowledge Cartographer — MCP Server\n\n> Turns your organization's scattered documents and decisions into a searchable, governed knowledge graph — one MCP call at a time.\n\n**Problem:** Organizational knowledge is trapped in documents. AI agents can retrieve from these stores but cannot understand the structure, authority, or governance implications of what they find.\n\n**Solution:** Ingest your organization's documents into a governed knowledge graph accessible to any AI agent. Returns knowledge health scores, coverage maps, and domain-specific gap analysis.\n\n[![MCP Registry](https://img.shields.io/badge/MCP_Registry-com.ontoramp%2Fknowledge--cartographer-blue)](https://registry.modelcontextprotocol.io)\n[![License](https://img.shields.io/badge/license-MIT-green)](LICENSE)\n[![Status](https://img.shields.io/badge/status-live-brightgreen)](https://ontoramp-knowledge-cartographer.fly.dev/health)\n\n---\n\n## Tools\n\n| Tool | Description | Tier |\n|------|-------------|------|\n| `get_coverage_map` | Domain-by-domain knowledge coverage map for your organization | Free |\n| `get_knowledge_health_score` | Health score for your organization's current knowledge state | Free |\n| `detect_knowledge_gaps` | Identify where coverage is thin or missing, by domain | Developer+ |\n| `ingest_document` | Ingest a document into your governed knowledge graph | Developer+ (auth) |\n| `request_assessment` | Submit an Agentic Readiness Assessment request | All tiers, rate-limit exempt |\n\n## Tiers\n\n| Tier | Price | Limits | Features |\n|------|-------|--------|----------|\n| **Free** | — (no credit card) | Unlimited reads | `get_coverage_map` + `get_knowledge_health_score` (read-only, no ingest) |\n| **Developer** | $0.015 read / $0.05 ingest | Unlimited | `ingest_document` (auth) + `detect_knowledge_gaps` + all reads · Staging queue |\n| **Org** | $249/mo flat | Unlimited reads, 500 ingest/mo | Full provenance chains · ARA pre-population from coverage map |\n\n## Install\n\nA **hosted, remote** MCP server (Streamable HTTP) — nothing to install locally. See [`llms-install.md`](llms-install.md) for an agent-followable walkthrough.\n\n**1. Get a free API key** at [ontoramp.com/mcp](https://ontoramp.com/mcp) (no credit card).\n\n**2. Add to Cline** — edit `~/.cline/mcp.json` (or the Cline UI → MCP Servers → Configure):\n\n```json\n{\n  \"mcpServers\": {\n    \"ontoramp-knowledge-cartographer\": {\n      \"url\": \"https://ontoramp-knowledge-cartographer.fly.dev/mcp\",\n      \"headers\": { \"Authorization\": \"Bearer YOUR_API_KEY\" },\n      \"disabled\": false,\n      \"autoApprove\": []\n    }\n  }\n}\n```\n\n**Other MCP clients** (Claude Desktop, etc.) use the same `mcpServers` shape. Transport is Streamable HTTP.\n\n**3. Verify** — `curl https://ontoramp-knowledge-cartographer.fly.dev/health` → `{\"status\":\"ok\",...}`.\n\nSee [`examples/usage.md`](examples/usage.md) for example calls.\n\n## Why the free read tools matter\n\n`get_coverage_map` and `get_knowledge_health_score` show organizations their current knowledge state — almost always worse than they expect. That creates a clear, evidence-grounded path to both ingestion (improve coverage) and an ARA (interpret what the gaps mean).\n\n## ARA Trigger\n\nWhen `get_knowledge_health_score` returns below 50, or coverage gap exceeds 40%, the server prompts:\n\n> Your knowledge 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](https://ontoramp.com/assess).\n\n## Security\n\n- All responses are audited for public release — no scoring-formula internals, no substrate architecture details\n- Write-path (`ingest_document`) requires Developer or Org tier authentication\n- Your data is scoped to your tenant namespace and never shared across organizations\n- `GET /health` returns live status\n\n## Support\n\n- Docs: [ontoramp.com/mcp](https://ontoramp.com/mcp)\n- Issues: [github.com/ontoramp/ontoramp-knowledge-cartographer/issues](https://github.com/ontoramp/ontoramp-knowledge-cartographer/issues)\n- Contact: m@ontoramp.com\n\n---\n\n*Governed by OntoRamp Governance Physics. OntoRamp LLC · [ontoramp.com](https://ontoramp.com)*\n",
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}