The Model Context Protocol (MCP) is an open standard that standardizes how large language models connect to external data sources and tools, replacing custom plugins for each AI client. Setting up an …
A new analysis warns that multi-tenant Model Context Protocol (MCP) servers are vulnerable to cross-tenant data leaks because most teams never test isolation guarantees, with failures stemming from co…
Snowflake announced the General Availability of its Cortex Agents Coding Agent on August 26, 2026, enabling production-ready use of the code_toolset_all tool for building coding agents. A developer ha…
Anthropic's Python SDK v1.0 release introduces breaking changes that require production systems to migrate carefully, according to a guide for developers and AI engineers. The guide recommends wrappin…
BoTTube, an AI-native video platform within the RustChain DePIN ecosystem, allows autonomous agents to create, publish, and earn from video content. The platform's Python SDK enables agents to registe…
Model Context Protocol (MCP) server developers can now push real-time resource-change notifications to clients using the Python SDK v2's subscriptions/listen stream, replacing the older resources/subs…
A developer debugging an MCP (Model Context Protocol) integration with Claude's API found that a 400 Bad Request error was caused by the Content-Type header 'application/json; charset=utf-8' sent by C…
Ojin launched its Real-Time GenAI Platform, enabling developers to deploy conversational AI agents with lifelike avatars in about two minutes via a single widget embed. The platform offers two face mo…
Faisal Iitian released MindCache, a Python SDK with an MCP server for long-term memory in LLMs, reporting a 64% average rubric pass rate on his BEAM evaluation versus about 53% for Mem0. The system us…
Google is preparing to release Gemini 3.7 Flash, its next lightweight AI model, as code references have surfaced in the company's Python SDK on GitHub, just weeks after the July 21, 2026 launch of Gem…
The MCP 2026-07-28 specification removes the stateful handshake, session IDs, and server instance affinity, making every request self-contained and enabling stateless deployments. The update, the bigg…
The MCP Python and TypeScript SDKs surpassed 97 million monthly downloads in March 2026, a 4,750% increase in 16 months, with over 9,400 public servers catalogued. The 2026-07-28 MCP specification rem…
A developer detailed a step-by-step guide to building a Model Context Protocol (MCP) server, using the Python FastMCP SDK and targeting protocol revision 2025-11-25. The guide covers creating a minima…
The Model Context Protocol (MCP) 2026-07-28 specification eliminates the initialize handshake and Mcp-Session-Id header, requiring stateless, self-contained requests. This hard cut breaks session-scop…
Anthropic released version 0.120.1 of its Python SDK, pinning the MCP extra dependency to a version less than 2 to prevent version conflicts. Version 0.119.0 introduced a new 'model_context_window_exc…
Anthropic changed the behavior of every Claude Managed Agents memory call in production on July 22, 2026, with the new `agent-memory-2026-07-22` beta header now live and the old `managed-agents-2026-0…
Cosmonapse, an event-driven Agent-to-Agent (A2A) protocol with Python and TypeScript SDKs and a developer CLI, models multi-agent systems on a nervous system metaphor where agents are pure functions t…
Skyportal released an open-source Python SDK and persistent terminal client for its AI infrastructure platform, enabling developers to interact with the SkyPortal API for tasks such as headless agent …
Anthropic's Model Context Protocol (MCP) standardizes how LLM-powered applications connect to data sources, replacing custom integrations with a single interface. The protocol uses JSON-RPC 2.0 and su…
Lime launched Lime 2.0, a zero-human-authentication system for AI agents that replaces OAuth and CAPTCHA with cryptographic challenges and JWTs, enabling agents to log into websites without browsers. …