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Tools2026-08-04 · source-backed
It captures agent sessions against your server across Claude, ChatGPT and other clients, surfacing intent, reasoning, every tool call, and success scores, then groups sessions by use case ranked by volume and success rate and clusters failures by root cause. $50 per additional 1,000 credits. It targets a real gap: MCP server authors ship tools with almost no visibility into how agents actually use them. (Armature)
Each link below shares sources, entities, or timing with this story.
This one rearranged my week. An essay published August 4 walks through Databricks' independent benchmark of coding harnesses against its own multi-million-line codebase. Pi, a harness with four built-in tools and a system prompt under 1,000 tokens, paired with Opus 4.8 at xhig...
Agent OS launched August 20, bundling the Binance API, Binance x402, the Wallet Agentic Hub and a Skill Hub behind an MCP server callable from Claude Code, Codex, VS Code and ChatGPT without local API key management. After authorization an agent can pull market data and execut...
MCP now has 97M+ monthly SDK downloads. First-class client support across ChatGPT, Claude, Cursor, Gemini, Microsoft Copilot, and VS Code. Governed by the Agentic AI Foundation (AAIF) under Linux Foundation, co-founded by Anthropic, Block, and OpenAI. AAIF also hosts Goose (op...
Atlaso (#5, cross-tool agent memory), ZapDigits MCP (#7, marketing dashboards), Glasp MCP Connector (#10, search your highlights inside Claude and ChatGPT). In each case the MCP endpoint is the product, not an integration bullet. Alongside Simetrik and Deepnote shipping MCP se...
First shipping product that gives security teams an audit trail for what coding agents actually do: every session, prompt, tool invocation, and MCP server request/response. An in-house SLM classifies session intent (normal development vs reconnaissance vs anomalous). Install f...
The July 29 walkthrough covers the consumer chat UIs of both products, not the developer APIs or CLI harnesses where MCP is well-trodden. That summary judgment is the finding. Know that friction before you plan any distribution strategy assuming end users will attach your MCP...
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