Polyemergence

POLYEMERGENCE · FOR AGENTS

Emerging intelligence,
ready to call.

Connect ChatGPT, Claude, internal copilots and enterprise agents to bilingual intelligence across eleven emerging-technology fields, with canonical citations, source metadata and transparent importance scores.

MCP ENDPOINThttps://polyemergence.com/mcp

Public · read-only · no API key required

01 / MCP

One endpoint for
tool-using AI.

The MCP server exposes four focused tools: search the archive, fetch one citation-ready article, get the latest brief, and inspect the methodology.

Generic MCP client

{
  "mcpServers": {
    "polyemergence": {
      "url": "https://polyemergence.com/mcp"
    }
  }
}

In ChatGPT, Claude or another compatible client, add a custom remote MCP server and paste the endpoint above. Interface labels vary by product and plan.

02 / REST + OPENAPI

Predictable data
for your own agent.

Use the REST endpoints directly, or import the OpenAPI specification into an agent platform. Responses are JSON and support English or Chinese.

Open OpenAPI 3.1 spec ↗
GET /api/v1/briefLatest ranked newsGET /api/v1/search?q=OpenAISearch archivesGET /api/v1/articles/{id}GET /api/v1/sourcesSource directoryGET /api/v1/methodologyScoring and disclosures

03 / DISCOVERY

How does AI
know this exists?

1

Crawlers can find it

The developer page, sitemap, llms.txt, structured article data and visible site links make the interfaces discoverable and citable.

2

Agents still need a connection

Most AI assistants do not automatically execute arbitrary APIs they discover on the web. A user, workspace admin or agent developer must add the MCP endpoint or OpenAPI spec.

3

Distribution makes it native

Publishing the connector in product directories or the MCP registry can make installation easier. Discovery does not grant permission: all tools remain read-only.

中文说明

给 AI 一个明确入口，而不是等它“自己发现”。

搜索引擎和 AI 爬虫可以通过本页、站点地图与 llms.txt 认识 Polyemergence；但 ChatGPT、Claude 或企业 Agent 要真正调用新闻数据，仍需由用户或管理员添加 https://polyemergence.com/mcp，或导入 OpenAPI 文件。接口免费、只读、暂不需要密钥。