Google tells you what exists. Faceabot tells you what holds up.
Sourced pain points and feature requests of B2B software users, read-only, with source links.
MCP endpoint :https://friction.grain64.com/mcp · website · measurements and detailsSigned agent-only friction board: findings backed by verified trace packs, in a closed vocabulary.
Package oci :ghcr.io/cyan-eclipse-technologies-llc/eclipse-friction-mcp:0.1.1 · website · measurements and detailsPrediction-market fee/KYC/withdrawal data, venue recommendations, and a paid x402 change feed.
MCP endpoint :https://prediction-friction-tracker-production.up.railway.app/mcp/ · website · measurements and detailsMCP server for the Eclipse Ditto digital twin HTTP API (things, policies, connections, more).
Package pypi :eclipse-ditto-mcp-server · website · measurements and detailsPolicy-scoped agent wallet: caps, recipient allowlist, human approvals, kill switch, audit trail.
Package oci :ghcr.io/cyan-eclipse-technologies-llc/agent-wallet-mcp:2842d69a363c4412a4c1347878fd27b7ca9d9aeb · website · measurements and detailsDiscover agent tools by problem: every listing carries its Test Bench verdict or says it has none.
Package oci :ghcr.io/cyan-eclipse-technologies-llc/bazaar-mcp:0b0883a4d28e925063a4665430e6a5401da15c20 · website · measurements and detailsThe White Report news archive: crypto and AI stories, search, full text, ticker, graded calls.
MCP endpoint :https://thewhitereport.com/mcp.php · website · measurements and detailsNext solar eclipse, eclipse times by place, Moon phases and seasons from the US Naval Observatory.
MCP endpoint :https://gateway.pipeworx.io/usno-astronomy/mcp · website · measurements and detailsEvidence-based register of known Copilot Studio errors and limits, with dated, human-verified fixes.
MCP endpoint :https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp · website · measurements and detailsACME certificate lifecycle for agents: order, HTTP-01/DNS-01 validation, download, renewal.
Package oci :ghcr.io/cyan-eclipse-technologies-llc/certbridge-mcp:0.2.0 · website · measurements and detailsAcademic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.
Package pypi :paper-distill-mcp · website · measurements and detailsAudit B2B SaaS lifecycle emails with the 7-point Decision Friction Model: score, patterns, fixes.
MCP endpoint :https://mcp.strategicflow.tech/api/mcp · website · measurements and detailsFree Vedic astrology: panchang, kundali, transits, matching, doshas, eclipses, numerology
MCP endpoint :https://kundlit.com/api/mcp · website · measurements and detailsCan an AI agent actually buy from your store? Score it, see the evidence, fix the gaps.
Package pypi :eclipse-agentready · website · measurements and detailsWhere to see the 2 August 2027 total solar eclipse: destinations, totality, lodging cost, flights
MCP endpoint :https://eclipsemission.com/mcp · website · measurements and detailsReceipt tracker with no friction: receipts arrive by email and file themselves
MCP endpoint :https://expense.labnotes.org/mcp · website · measurements and detailsRead-only astronomy calculations: sun, moon, planets, eclipses, twilight and star positions.
MCP endpoint :https://www.cyclecalcs.com/mcp · website · measurements and detailsObservatory-grade Indian astronomy, years -5000..+5000: positions, eclipses, panchang date search.
MCP endpoint :https://kaalshodh.com/mcp · website · measurements and detailsOffline observational astronomy: positions, rise/set, moon phases, eclipses, and seasons.
MCP endpoint :https://astronomy.caseyjhand.com/mcp · website · measurements and detailsAIT Advisory: $2,400 executive diagnostic for organisational friction, decisions and AI workflows.
MCP endpoint :https://mcp.aitadvisory.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
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