A developer outlines a versioning discipline for MCP tool catalogs, arguing that agents re-read tool names, descriptions, and JSON Schemas every session, so renames, tightened parameters, or changed e…
A developer outlined a workflow for publishing human-readable API documentation and a machine-callable MCP endpoint from a single immutable OpenAPI 3.2 revision, served under subpaths of one custom do…
A developer detailed a workflow for deriving hosted documentation and a scoped hosted MCP endpoint directly from a single local OpenAPI spec, treating publishing as a deploy step rather than a separat…
A developer argues that AI agent governance must begin with enumerating an agent's action surface before hardening it, because policies, risk tiers, human confirmation and audit trails can only attach…
Pi, the coding harness from Earendil, has added Model Context Protocol (MCP) support to its core after previously declaring on pi.dev that it did not support MCP, following a year of changes to MCP it…
Cloudflare released cf, a command-line interface that mirrors its full API surface and supports TypeScript configuration-as-code, and open-sourced Forge, the internal SDK generator that produces it fr…
Google Cloud API Gateway entered Public Preview with the ability to act as a remote MCP server, letting teams expose existing REST operations as agent-ready MCP tools by annotating their OpenAPI spec …
Morgan Stanley has deployed over 110 APIs in production using Architecture as Code and is rethinking its API program around MCP, the open protocol for connecting LLM-based applications to tools and da…
PostMCP, a tool from developer BraveRam, converts any OpenAPI or Swagger specification into a Model Context Protocol (MCP) server for AI coding assistants such as OpenCode, Cursor, Claude Desktop, and…
A developer released MCP-Generator 2.1.5, an open-source CLI that converts OpenAPI specs into MCP servers for TypeScript, Python, and Go. The update replaces the one-endpoint-per-tool approach with ta…
The independent community project JEV OAS Sentinel released a public alpha tool that compares two OpenAPI documents in two layers: deterministic structural checks plus TypeSafe Jev semantic evaluation…
A developer argues that MCP servers are typically thin adapter layers over existing APIs, so teams should version and gate the underlying API contract before regenerating or updating the MCP wrapper. …
A developer published a postmortem on a merge-gate failure class in which an automated judge scored an AI agent's transcript narrative instead of the actual git diff, allowing a schema-widening contra…
Edouard Maleix argued in an AI Native DevCon talk that agent teams need a "knowledge factory" with attributed mistakes, provenance and measured corrections to stop paying repeatedly for the same failu…
A developer's MCP-vs-REST sample repo shows that tool descriptions in MCP servers function as the API contract, with prose drift already appearing across two hand-written descriptions of the same rest…
A developer built Baize, a lightweight AI agent runtime written in Go that runs as a sidecar process alongside existing services, converting OpenAPI documentation into callable tools and gating import…
A developer who has maintained one of the largest open source codebases on GitHub reports that after spending roughly a month trying to make existing OpenAPI code generators handle a full specificatio…
Amazon Bedrock AgentCore Gateway converts APIs, Lambda functions, and existing services into Model Context Protocol (MCP)-compatible tools, supporting OpenAPI, Smithy, and Lambda as tool input types a…
A developer reports that more than 50% of traffic to their Mintlify-hosted API documentation now comes from AI agents, prompting a shift in how OpenAPI specifications are written. The engineer argues …
A new guide from Evil Martians CEO Irina Nazarova outlines 10 anti-AI slop checks for frontend projects, targeting TypeScript and React codebases where AI agents generate code faster than humans can r…