Google tells you what exists. Faceabot tells you what holds up.
Affect analysis, 3D avatar params, empathy hints and somatic emotion decode.
MCP endpoint :https://taichusjs.cn/mcp · website · measurements and detailsChange-aware CI validation and affected-test guidance for coding agents.
MCP endpoint :https://diffci.com/mcp · website · measurements and detailsDeterministic ToolScout software recommendations; affiliate relationships do not affect ranking.
MCP endpoint :https://trytoolscout.org/mcp · website · measurements and detailsFail-closed, change-aware verification for AI coding agents with affected-test guidance.
MCP endpoint :https://diffci.com/mcp/v1 · website · measurements and detailsRadar-verified hail/wind storm detection and affected-property intelligence for the continental US.
MCP endpoint :https://swathapi.com/mcp · website · measurements and detailsUS consumer product recalls from the CPSC — hazards, remedies, and affected products.
MCP endpoint :https://cpsc-recalls.caseyjhand.com/mcp · website · measurements and detailsLinux kernel CVE analyzer: upload a .config, get a CycloneDX VEX report of affecting CVEs.
MCP endpoint :https://kernelscan.io/mcp/ · website · measurements and detailsCode intelligence MCP: symbols, call graphs, change impact + affected tests, routes, search.
Package npm :@lusiem/code-atlas · website · measurements and detailsReturns only the unit tests affected by your current Kotlin/Android code changes.
Package oci :ghcr.io/mikhailhal/ariadne:0.4.0 · website · measurements and detailsSee what your AI edits affect. Structural checks for AI code changes. 28 MCP tools, no LLM.
Package npm :@ghostlygawd/codeweb · website · measurements and detailsMCP server that uses TypeScript AST to find which tests are affected by a code change
Package npm :ast-impact-mapper-mcp · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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