Rapidly scaling online storage to serve over 1 billion ChatGPT users
Learn how OpenAI evolved Habitat from a Python library into a globally distributed storage platform serving 1 billion ChatGPT users and 22M requests per second.
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Learn how OpenAI evolved Habitat from a Python library into a globally distributed storage platform serving 1 billion ChatGPT users and 22M requests per second.
MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability
Email inbox API for AI agents. Give every agent its own real email address, receive mail as structured webhooks, and reply in-thread over REST. A complete multi-tenant mail server in Rust: inbound and outbound, DKIM/SPF/DMARC/ARC, MTA-STS, DANE, three-tier anti-spam.
What's Changed feat: support current image generation tool options by @seratch in fix(sandbox): prevent UnixLocal file API symlink races by @seratch in fix(sessions): reset compaction response chain after pop by @rksharma-owg in Documentation & Other Changes docs: document v0.22.1 behavior updates by @seratch in release: 0.22.2 by @seratch in **Full Changel…
pip install -U mcp. Docs: A few defaults changed in this release. If you run a server or client on 2.x, skim these first: Behaviour changes **HTTP client redirects are only followed within the endpoint's origin** (#3397) Client(" streamable_http_client and sse_client follow a redirect only if it stays on the same scheme, host and port (or upgrades http to h…
Patch Changes #2402 a400259 Thanks @felixweinberger! First beta release of SDK v2 with support for the MCP 2026-07-28 specification revision. See the migration guides for upgrading from v1 (docs/migration/upgrade-to-v2.md) and adopting the 2026-07-28 revision (docs/migration/support-2026-07-28.md). #2405 f172626 Thanks @mattzcarey! Ship CommonJS builds alon…
The rapid proliferation of large language models (LLMs) and the growing diversity of their applications presents a unique optimization opportunity: selecting the right model for the task, while optimizing for speed, cost, and quality at a per-task level. However, inference endpoints can vary widely in quality, price, latency, context support, tool use, doma…
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This release marks the **stable release** of the 2026-07-28 revision of the Model Context Protocol. The specification is available on the official Model Context Protocol website. For a detailed overview of changes, see 2026-07-28 changelog.
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Review primary sourceAudit AI agent tool-call transcripts: hash-chain sealing, deterministic replay, and scope overreach checks. Dependency-free Python CLI.
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Review primary sourceA curated catalog of Model Context Protocol servers for Swedish data, laws and services.
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