USE CASE · MEDIA

MCP for Newsroom AI Agents

Publishers need LLMs to securely query live wire services and accurately cite sources. Streamline AP APIs, internal archives, and CMS ingestion via the Model Context Protocol with wmcp.sh.

Why wire service integration is hard for AI

Media companies want AI drafting agents that pull fast-moving AP/Reuters wire updates and search private article archives. Without standard tool boundaries, integrating each legacy API requires heavy custom engineering, and formatting structured JSON-LD citations is error-prone. wmcp.sh auto-generates tools from these APIs natively, delivering structured, citable outputs to your agents.

How to expose Wire APIs to MCP

# Example: A news drafting agent querying AP via wmcp.sh
import anthropic
import httpx

client = anthropic.Anthropic(api_key="your-api-key")
# Convert the AP OpenAPI schema to MCP tools dynamically
response = httpx.get(
    "https://wmcp.sh/api/v1/tools?url=https://api.ap.org/media/v2.0/openapi.yaml",
    headers={"Authorization": "Bearer YOUR_ENCRYPTED_CREDENTIALS"}
)
wire_tools = response.json()

completion = client.messages.create(
    model="claude-3-5-sonnet-20241022",
    max_tokens=1024,
    tools=wire_tools,
    messages=[{"role": "user", "content": "Draft a summary of the latest financial wire updates."}]
)
print(completion.content)

Media Agent Integration Checklist

CapabilityWithout wmcp.shWith wmcp.sh
AP / Reuters wire APIs⚠️ Tedious integration✅ Zero-config OpenAPI tool generation
Article Archive Search❌ Manual custom tools✅ Direct ingestion via MCP
Secure Credential Vault⚠️ Vulnerable prompt injection✅ Centralized, out-of-band proxy
Live Caching❌ Must build Redis layer manually✅ Edge caching (short TTL, ~1s) available
JSON-LD Output Framing⚠️ Spotty formatting constraints✅ Strict schema enforcement natively

Common questions.

Can I integrate AP and Reuters APIs?

Yes, wmcp.sh natively supports OpenAPI definitions, allowing newsroom AI agents to directly query wire services through properly configured tool boundaries.

Does it output valid JSON-LD schemas?

Yes, you can define tools that enforce outputting Article schemas with proper cite-back attributions to meet strict journalism and SEO standards.

Are you affiliated with AP or Reuters?

No, wmcp.sh is not affiliated with AP, Reuters, OpenAI, Anthropic, or any major media outlet. We simply provide the integration infrastructure.

Is there caching for live news?

Yes, you can configure edge caching (short TTL, ~1s) or per-request bypass options when polling fast-moving wire events during breaking news.

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