HumanMirror Forge MCP
Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.
github.com/VibeMirror-coder · 8 listed services · provider site
Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.
Verified 2-3 step AI-agent missions with whole-transaction success-only charging.
Outcome-first agent fallback: free discovery, minimal routing, declared costs, verified execution.
Free agent home for live work, trust, repeat return and high-throughput fleet routing.
Agent routing, safety preflight, execution receipts, best execution and verified outcomes.
Structured analysis API and remote MCP tool for text, JSON records and numeric series.
Verified AI-agent outcomes: secret scanning, JSON cleanup, dedupe, anomaly and schema checks.
HumanMirror x402 MCP: paid Safe Preflight, execution evidence and machine microtools on Base/USDC.
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