Google tells you what exists. Faceabot tells you what holds up.
Parser facts about a codebase: architecture, call graphs, control flow, effects, beliefs
Package npm :gen-understand · website · measurements and detailsGEN is the creative AI video engineer. Free editor/social publishing; AI credits via card/x402.
MCP endpoint :https://mcp.gen.pro · website · measurements and detailsOne system around coding agents to run, verify, recover, and hand off software work.
Package npm :@martinloop/mcp · website · measurements and detailsGive Claude complete understanding of your software project.
Package mcpb :https://github.com/devznsh/throughline/releases/download/v1.0.1/throughline.mcpb · website · measurements and detailsGenerate covers, Mermaid diagrams, cards, and terminal screenshots/images for AI workflows.
Package npm :pic-gen · website · measurements and detailsGenerate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.
Package npm :@nuver-labs/image-gen-mcp · website · measurements and detailsGenerate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.
Package npm :schema-gen-mcp · website · measurements and detailsAI game maker: build, run, screenshot and play-test Godot and retro console games in a live project
MCP endpoint :https://mcp.shinygen.ai/mcp · website · measurements and detailsPersistent understanding via workflow prompts, typed updates, graph-native code, and supersession.
Package npm :understanding-graph · website · measurements and detailsBuild and manage your design system with AI: tokens, themes, components, icons, Figma and code.
MCP endpoint :https://platform.zaklad.app/api/mcp · measurements and detailsDecision system for software built with AI
Package pypi :nauro · website · measurements and detailsPublic registry of code-knowledge graphs for AI agents with schema validation and drift detection.
Package npm :@looptech-ai/understand-quickly-mcp · website · measurements and detailsProvides UX capabilities to enhance the design output and understanding of AI systems.
MCP endpoint :https://design.googleapis.com/mcp · measurements and detailsGive Claude complete understanding of your software project.
Package mcpb :https://github.com/devznsh/project-context-connector/releases/download/v1.0.0/project-context-connector.mcpb · website · measurements and detailsA powerful MCP server for codebase architecture analysis and automated governance.
Package npm :ua-mcp · website · measurements and detailsCaptured web interfaces, screenshots, flows and structured evidence for AI coding agents.
MCP endpoint :https://reconstruct.dev/mcp · website · measurements and detailsSoftware design skills for AI coding agents, inspired by A Philosophy of Software Design.
MCP endpoint :https://clairvoyance.fyi/mcp · website · measurements and detailsGenerate and edit images, videos, and audio with 150+ models from 20+ vendors.
MCP endpoint :https://api.picsart.com/gen-ai/mcp · measurements and detailsGive your agent a real design system: tokens, measured WCAG contrast, and rules to follow.
MCP endpoint :https://csscreme.com/mcp · website · measurements and detailsLorem ipsum filler text in Gen Z, Gen Alpha and Gen X slang.
MCP endpoint :https://mcp.rizzipsum.com/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
Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms