OntoRamp Knowledge Cartographer

com.ontoramp由 ontoramp.com 發布v1.0.1更新於 Oct 25, 2026

Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP.

發布方自己的服務：OntoRamp Governance Assessment

已驗證Streamable HTTP可網頁執行知識與記憶資料與分析

服務詳細資訊

識別碼: com.ontoramp/knowledge-cartographer
傳輸: Streamable HTTP
執行環境: Web executable
信任: Verified
發布於: Sep 16, 2026

安全提示

MCP 服務會接收對話中的工具呼叫請求，並可能執行外部操作。啟用前請先了解該服務能做什麼，並只授予它所需的權限。

註冊中心已驗證此服務的命名空間屬於 ontoramp.com，但其端點不在該網域下，因此發布者未必執行此服務。

SourceWeft 的檢查只涵蓋條目是否完整、端點是否回應；不審查伺服器的程式碼，也不審查其工具的行為。

在 README 中新增徽章

向讀者展示該 MCP 服務已收錄於 SourceWeft，徽章連結到本頁。

[![Listed on SourceWeft](https://sourceweft.com/badge/mcp/com.ontoramp%2Fknowledge-cartographer.svg)](https://sourceweft.com/mcp/com.ontoramp%2Fknowledge-cartographer?utm_source=readme&utm_medium=badge)

概覽

AI 產生的概覽

一個託管式 MCP 伺服器，用來回報組織的知識涵蓋度與健康分數，並將文件匯入受治理的知識圖譜。

可以做什麼: 讀取知識涵蓋與健康度：依領域提供涵蓋地圖與組織目前知識狀態的健康分數，免費層可用但不含匯入權限。偵測知識缺口：找出涵蓋薄弱或缺失的領域，需付費層。匯入文件：將文件寫入租戶受治理的知識圖譜，需要驗證與付費層。申請評估：提交 Agentic Readiness Assessment 請求，所有層級皆可使用。
適用情境: 適合需要讓助理評估組織文件對各領域的涵蓋情況、找出知識缺口，或把文件送入可供其他代理查詢的受治理知識圖譜的情境。
執行需求: 遠端 Streamable HTTP 端點，無需在本機安裝。需在 Authorization 標頭提供 Bearer API 金鑰，可從供應商網站免費取得；缺口偵測與文件匯入需要付費的 Developer 或 Org 層級。需要能連線至該端點的網路。

安裝前請注意

Authorization 標頭攜帶金鑰，應妥善保密。匯入文件會將資料寫入供應商的託管知識圖譜，README 表示資料限定在租戶命名空間內。付費層依讀取與匯入計費或收取月費。分數偏低時伺服器可能提示申請評估。

安裝

在 SourceWeft 中

開啟儀表板中的 OntoRamp Knowledge Cartographer，將其新增到工作區。
連接 Authorization token 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.ontoramp%2Fknowledge-cartographer/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "ontoramp-knowledge-cartographer": {
      "type": "http",
      "url": "https://ontoramp-knowledge-cartographer.fly.dev/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

[OntoRamp]

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.

[MCP Registry] [License] [Status]

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 for an agent-followable walkthrough.

1. Get a free API key at 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": []    }  }}

{  "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 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.

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