Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety
KISS overzealous agents goodbye. Plug & play agent oversight tool. In our study agents calling Vibe Check improved success +27% and halved harmful actions -41% Featured on PulseMCP “Most Popular (This Week)” • 5k+ monthly calls on Smithery.ai • research-backed oversight • STDIO + streamable HTTP transport Plug-and-play mentor layer that stops agents from over-engineering and keeps them on the…
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vibe_checkNo description publishedThis tool published no description. Forge does not invent one.
vibe_learnNo description publishedThis tool published no description. Forge does not invent one.
update_constitutionNo description publishedThis tool published no description. Forge does not invent one.
reset_constitutionNo description publishedThis tool published no description. Forge does not invent one.
check_constitutionNo description publishedThis tool published no description. Forge does not invent one.
0 of 5 tools published a description.
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KISS overzealous agents goodbye. Plug & play agent oversight tool. In our study agents calling Vibe Check improved success +27% and halved harmful actions -41% Featured on PulseMCP “Most Popular (This Week)” • 5k+ monthly calls on Smithery.ai • research-backed oversight • STDIO + streamable HTTP transport Plug-and-play mentor layer that stops agents from over-engineering and keeps them on the minimal viable path — research-backed MCP server keeping LLMs aligned, reflective and safe. Trusted by…
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