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AI APIs & Integration

673 summarised stories about AI APIs & Integration, each linking back to the original source. Browse all topics →

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Monday, 31 August 2026

Introducing wrapture

Simon Willison’s Weblog 1 month ago 40

Wrapture, a Python library by Graham Dumpleton, extends wrapt-style monkeypatching to support both tracing and function overriding for testing and observability. It provides an entirely configuration-based tracing example that uses OpenTelemetry with a capture set to "summary" for a target like "domain:Calculator". The result is a tool that can attach observations to code you don’t control and also act as an alternative to unittest.mock for stubbing and transforming results.

Connect an AgentCore Runtime hosted MCP server to Amazon Quick

Amazon Web Services 1 month ago 5

Amazon Bedrock AgentCore enables connecting a hosted MCP server to Amazon Quick by using AgentCore Gateway with inbound and outbound authentication. The walkthrough requires MCP library version mcp>=1.10.0 and expects the MCP server container at 0.0.0.0:8000/mcp. After integration, Amazon Quick chat agents and Flows can call the hosted MCP tools (reusing them via the MCP server) without building custom connectors for each use case.

GhostReply

Product Hunt 1 month ago 12

GhostReply launched a Mac Terminal tool that auto-sends iMessage replies in a user’s texting style for selected one-to-one chats. It offers 10 free replies and then charges $4.99 as a one-time payment. It skips group chats and routes context directly from the user’s Mac to Groq using their API key (or uses the new hosted option that avoids needing an API key).

Cosmic Agent Plugins

Product Hunt 1 month ago 31

Cosmic launched its 24th release of Cosmic Agent Plugins to connect Cosmic agents to other services via MCP servers. The page says the launch starts today and lists GitHub, Stripe, Render, PostHog, and Resend as installing “today.” This adds vendor MCP-based integrations (including a token slot) so agents can use real vendor tools in more places, not guessed API calls.

MCP was supposed to solve the agent tooling problem. It missed a step.

The New Stack 1 month ago 37

Model Context Protocol (MCP) enables AI apps to connect to tools, but it assumes the client already knows which server to use so it skips agentic resource discovery across many registries. The proposed ARD specification is at v0.91, dated August 26, and defines a required POST /search endpoint for discovery. ARD would add a discovery layer so agents can search multiple compatible registries before attempting tool access, allowing federation across providers without forced migration.

Knowledge graphs deliver the real-time context enterprises need to make AI explainable

SiliconANGLE 1 month ago 13

Intuit built a security data platform on knowledge graphs to add real-time context for making AI outputs explainable and more actionable. It reduced security analysis from taking days to taking seconds. The platform became the backbone for GraphQL and Model Context Protocol servers that developers can query in natural language.

Monid

Product Hunt 1 month ago 9

Monid launched OpenRouter for agent tools as its 3rd release. It says it connects an AI agent to 1,800+ APIs using one key and no subscriptions. This expands agent access to features like SEO, lead gen, media generation, social posting, stocks/market data, on-chain information, and competitor tracking.

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