Tested connecting MCP servers to Ollama local LLMs on M1 Max 64GB. MCPHost is deprecated, tool calling breaks with quantized models, and context fills fast. Includes working TypeScript and Python custom MCP server setups.
Starting from Claude Code's 1.67B token runaway (anthropics/claude-code#4095), this traces why tool responses need is_complete, retryable: false, duplicate detection, and orchestrator-level budget caps. Directly applicable to MCP server design.
Designing field-level confidence thresholds for human-in-the-loop document extraction, and the OCR and threshold walls hit when automating journal entries with freee MCP.
Playwright MCP v0.0.71 added browser_drop. MCP clients can now invoke Locator.drop directly, reducing the need to fake drag-and-drop via evaluate or mouse.move chains. Covers intermediate event firing and screenshot verification of CSS changes during drag.
A comparison of AI CMS features across Cosmic, Sanity, and Hygraph, examining agent execution, MCP connectivity, and editorial workflows. Hygraph's coverage in the original comparison article is corrected with official documentation.
A look at sachitrafa/YourMemory, a local MCP memory server combining Ebbinghaus forgetting curves, BM25, vector search, and graph expansion. LoCoMo-10 Recall@5 currently sits at 59%.
A look at WUPHF's LLM wiki that trended on Show HN. Using Markdown as the source of truth with Git history, SQLite, Bleve, and lint for shared agent memory is a different bet from RAG or managed memory.
SwitchBot released an official CLI for OpenAPI v1.1. It does device listing, control, and scene execution from the terminal, and also runs as an MCP server so Claude or Cursor can drive home devices directly.
Two simultaneous announcements from Cloudflare Agents Week 2026: Agent Memory manages agent recall via Durable Objects, Vectorize, and Workers AI, while isitagentready.com scores how well sites are prepared for agents.
Two announcements from Cloudflare Agents Week 2026 on April 14: Mesh connects AI agents to private networks, and the Enterprise MCP Reference Architecture governs tool access at organizational scale.
