Google tells you what exists. Faceabot tells you what holds up.
Create and manage software licenses, products, modules, and customer licensing agreements
Package pypi :mcparmory-netlicensing · website · measurements and detailsGuidelines for UI components with a perfect UX, DX and AX, whether humans or AI agents write them.
MCP endpoint :https://mcp.opencomponents.dev/mcp · website · measurements and detailsAudio features + harmonic set-building for tracks by name/ISRC. Spotify audio-features replacement.
MCP endpoint :https://mcp.freqblog.com/mcp · measurements and detailsAsk what your product does, triage requests and publish the changelog, from a map of your code.
MCP endpoint :https://api.featury.app/mcp · website · measurements and detailsSet-Cookie attribute count, values discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/set-cookie/mcp · website · measurements and detailsSoftware component catalog: search your org's services, docs, APIs, dependencies, and ownership.
MCP endpoint :https://app.componecat.ai/api/mcp · website · measurements and detailsFeature-Policy feature count, value discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/feature-pol/mcp · website · measurements and detailsQuery DezignWorks reverse engineering software: features, compatibility, and pricing.
MCP endpoint :https://dezignworks.recursive.support/mcp · website · measurements and detailsSoftware end-of-life dates, open-source licenses, browser support for web features and RFC facts.
MCP endpoint :https://devfacts.openkrill.app/mcp · website · measurements and detailsFeature-request board for software teams: users vote, your coding agent pulls top requests over MCP
MCP endpoint :https://featq.com/api/mcp · website · measurements and detailsManage status pages: components, incidents and maintenances; set live component status.
MCP endpoint :https://instatus.usefulapi.io/mcp · website · measurements and detailsPost software RFPs, read vendor feature lists, and bid on public SaaS replacement requests.
MCP endpoint :https://saasrfp.com/mcp · website · measurements and detailsSourced pain points and feature requests of B2B software users, read-only, with source links.
MCP endpoint :https://friction.grain64.com/mcp · website · measurements and detailsgo.mod module path shape, body discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/go-mod-ok/mcp · website · measurements and detailsHosted login, teams, billing and feature flags for your SaaS app, set up by your AI assistant.
MCP endpoint :https://api.thebridge.dev/mcp · website · measurements and detailsDeterministic compliance and vertical knowledge bases for autonomous agents. Free 24hr trial.
MCP endpoint :https://api.agent-module.dev/mcp · website · measurements and detailsFull-featured ADB MCP server — 209 tools across 49 modules, from UI to baseband.
Package npm :deepadb · website · measurements and detailsPremium agentic endpoint for affiliate-link-attribution-mcp.
MCP endpoint :https://api.m2mcent.com/affiliate-link-attribution-mcp/sse · measurements and detailsPremium agentic endpoint for cross-device-attribution-mcp.
MCP endpoint :https://api.m2mcent.com/cross-device-attribution-mcp/sse · measurements and detailsimg alt attribute count, markup discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/alt-ok/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