A developer has introduced a technique for adding cryptographically signed receipts to MCP tool calls, using the ccs-mcp-server library. The method, which adds about 20 lines of code, helps detect arg…
An engineer argues that the Model Context Protocol (MCP) solves tool interoperability but does not address business authorization, using an employee-offboarding example to show that a valid tool call …
A developer has created a FinOps MCP server that gives AI assistants read-only access to cloud cost data, ensuring they can answer billing questions from live data without the ability to make changes.…
WebAZ, a commerce platform, has introduced a dual-interface architecture where a Progressive Web App (PWA) serves human users and a Model Context Protocol (MCP) server serves AI agents, both operating…
A developer has published the final part of a series on trusted AI agent transactions, demonstrating an end-to-end proof that integrates PingFederate, SPIRE, and PingAuthorize to secure agent actions.…
A developer integrated PingAuthorize as a remote policy decision point at the MCP gateway for AI agent transactions, enforcing strict authorization checks beyond identity verification. The gateway con…
A user running Qwen3.8-27B on an NVIDIA RTX 5090 32 GB with LM Studio reports decode speeds ranging from 12.38 to 47.4 tok/s depending on quantization and multi-token prediction settings, with the Q4_…
Developers seeking real-time AI troubleshooting are abandoning Reddit for Discord servers, where information flows in seconds and direct access to tool developers enables rapid debugging. A comparison…
The Genome of Games project publishes 1,180 records across four surfaces—static HTML pages, an interactive graph, a search index, and a Model Context Protocol (MCP) server—using a single build command…
Coding agents suffer from context rot long before their context windows fill, degrading judgment and treating prior errors as ground truth, according to a developer advocating the 'Ralph loop' pattern…
Ducklab, an Apache-2.0 self-hosted software development harness built with a Go engine, CLI, and desktop app, has completed 416 runs at a total cost of $176 using local models first, and has developed…
Henka, an open-source multi-tenant Model Context Protocol (MCP) server, enables AI agents to perform structured, semantics-aware code refactorings across Java, Rust, and TypeScript/JavaScript projects…
Alex LeoTz released Tacit, an open-source, local-first Model Context Protocol (MCP) server that gives AI coding agents persistent institutional memory. The tool stores distilled decision nodes in SQLi…
A developer is helping Audiogram test a workflow that uses Claude through MCP to search Apple Podcasts, retrieve episode transcripts, and compare a guest's previous answers to draft interview question…
A developer discovered that MCP servers were silently consuming up to 111,000 tokens per conversation in Claude Code, wasting an estimated $2,500 per year. By auditing and removing unused servers, the…
A developer's token audit of MCP servers reveals that a typical setup of 10 servers injects 111,713 tokens into the context window before any user query, costing up to $2,376 per year in API fees. The…
A developer benchmarked 10 popular MCP servers and found that connecting them all to Claude injects over 200K tokens of overhead before the first user message, with Google Drive's server alone consumi…
A developer's guide maps the Model Context Protocol's attack surface into four trust boundaries—transport, tool surface, data path, and agent loop—and provides a hardening checklist for each. The high…
A developer has published a tutorial explaining how to create a Model Context Protocol (MCP) server, which allows AI assistants like Kiro, Codex, and Claude to interact with external systems. The tuto…
A developer has released Awareness, a local-first memory daemon for AI agents that uses SQLite and ONNX embeddings to keep agent context on the user's machine, with zero API calls. The daemon achieves…