OntoRamp Knowledge Cartographer
Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP.
Open source Repository Open in the app JSON README (API)
About
Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP.
Details
- Kind
- MCP servers
- Topic
- Government & public data
- Publisher
- com.ontoramp
- Origin
- official
- Category
- ferramentas
- Transport
- http
- Version
- 1.0.1
- Last push
- 2026-08-07T18:33:33Z
- Repository state
- ativo
- License
- MIT
- Added
- 2026-08-29 03:01:18
- Updated
- 2026-08-29 03:01:18
- Origin id
com.ontoramp/knowledge-cartographer
README
<p align="center"><img src="logo.png" width="84" alt="OntoRamp"></p>
# OntoRamp Knowledge Cartographer — MCP Server
> Turns your organization's scattered documents and decisions into a searchable, governed knowledge graph — one MCP call at a time.
**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.
**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.
[](https://registry.modelcontextprotocol.io)
[](LICENSE)
[](https://ontoramp-knowledge-cartographer.fly.dev/health)
---
## Tools
| Tool | Description | Tier |
|------|-------------|------|
| `get_coverage_map` | Domain-by-domain knowledge coverage map for your organization | Free |
| `get_knowledge_health_score` | Health score for your organization's current knowledge state | Free |
| `detect_knowledge_gaps` | Identify where coverage is thin or missing, by domain | Developer+ |
| `ingest_document` | Ingest a document into your governed knowledge graph | Developer+ (auth) |
| `request_assessment` | Submit an Agentic Readiness Assessment request | All tiers, rate-limit exempt |
## Tiers
| Tier | Price | Limits | Features |
|------|-------|--------|----------|
| **Free** | — (no credit card) | Unlimited reads | `get_coverage_map` + `get_knowledge_health_score` (read-only, no ingest) |
| **Developer** | $0.015 read / $0.05 ingest | Unlimited | `ingest_document` (auth) + `detect_knowledge_gaps` + all reads · Staging queue |
| **Org** | $249/mo flat | Unlimited reads, 500 ingest/mo | Full provenance chains · ARA pre-population from coverage map |
## Install
A **hosted, remote** MCP server (Streamable HTTP) — nothing to install locally. See [`llms-install.md`](llms-install.md) for an agent-followable walkthrough.
**1. Get a free API key** at [ontoramp.com/mcp](https://ontoramp.com/mcp) (no credit card).
**2. Add to Cline** — edit `~/.cline/mcp.json` (or the Cline UI → MCP Servers → Configure):
```json
{
"mcpServers": {
"ontoramp-knowledge-cartographer": {
"url": "https://ontoramp-knowledge-cartographer.fly.dev/mcp",
"headers": { "Authorization": "Bearer YOUR_API_KEY" },
"disabled": false,
"autoApprove": []
}
}
}
```
**Other MCP clients** (Claude Desktop, etc.) use the same `mcpServers` shape. Transport is Streamable HTTP.
**3. Verify** — `curl https://ontoramp-knowledge-cartographer.fly.dev/health` → `{"status":"ok",...}`.
See [`examples/usage.md`](examples/usage.md) for example calls.
## Why the free read tools matter
`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).
## ARA Trigger
When `get_knowledge_health_score` returns below 50, or coverage gap exceeds 40%, the server prompts:
> 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).
## Security
- All responses are audited for public release — no scoring-formula internals, no substrate architecture details
- Write-path (`ingest_document`) requires Developer or Org tier authentication
- Your data is scoped to your tenant namespace and never shared across organizations
- `GET /health` returns live status
## Support
- Docs: [ontoramp.com/mcp](https://ontoramp.com/mcp)
- Issues: [github.com/ontoramp/ontoramp-knowledge-cartographer/issues](https://github.com/ontoramp/ontoramp-knowledge-cartographer/issues)
- Contact: m@ontoramp.com
---
*Governed by OntoRamp Governance Physics. OntoRamp LLC · [ontoramp.com](https://ontoramp.com)*