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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,887measured
6,168proven reliable
Ghidra BizHawk MCP Not measured yet

Unified Ghidra + BizHawk MCP server for static analysis, P-code emulation, and retro ROM triage.

Package pypi : ghidra-bizhawk-mcp · website · measurements and details
ghidralens Not measured yet

Interactive Ghidra views in your AI client: decompile, rename, and navigate a binary.

Package npm : ghidralens · website · measurements and details
pyghidra-lite Not measured yet

Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async analysis

Package pypi : pyghidra-lite · website · measurements and details
Every App Is Open Source Not measured yet

Native reverse engineering with Ghidra and evidence on Apple Silicon macOS. Setup required.

Package pypi : every-app-is-open-source · website · measurements and details
SAGE — Solver-Augmented Grounding Engine Not measured yet

LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.

Package pypi : sage-solver-mcp · website · measurements and details
Solvicus FinOps - GCP Committed Use Discount (CUD) Optimization Private (key required)

FinOps for Google Cloud: size 1- and 3-year CUD commitments to known demand. Also solves LP/MIP.

MCP endpoint : https://mcp.solvicus.com/mcp · website · measurements and details

AI 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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