@wartzar-bee/tokenscope
PulseAugur coverage of @wartzar-bee/tokenscope — every cluster mentioning @wartzar-bee/tokenscope across labs, papers, and developer communities, ranked by signal.
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Security analysis reveals hidden risks in local AI agent servers
A security analysis of 25 popular Model Context Protocol (MCP) servers revealed a significant, often unstated, capability surface that agents can leverage. These servers, which run locally rather than as remote APIs, fr…
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New tool TokenScope reveals hidden AI agent context costs
A new open-source tool called TokenScope has been released to help developers identify and manage the hidden costs associated with AI agent context windows. The tool scans a project's directory to estimate the token foo…
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MCP servers impose hidden context tax, consuming tokens and raising costs
A recent analysis of 25 popular Model Context Protocol (MCP) servers revealed a significant, often undisclosed, "context tax" imposed by tool schemas. These schemas are injected into every model request, consuming valua…