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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
19,897measured
6,296proven reliable
ember Not measured yet

Calibrated advice for coding agents: typed questions in, probabilities out. Apple Silicon.

Package pypi : ember-advise · website · measurements and details
Flamel Public Content Reliable (measured) · 100% over 43 checks Does the job (tested) · 42/42

Read-only MCP server for Flamel.ai's public content: company overview, blog, case studies, FAQs.

MCP endpoint : https://www.flamel.ai/mcp · website · measurements and details
Still Glowing Being measured · 100% over 2 checks Real task being tested · 2/2

Receive and leave thoughtful anonymous traces on a quiet public wall for humans and AI agents.

MCP endpoint : https://stillglowing.top/mcp · website · measurements and details
Golden Flame Cologne Events Flaky · 95% over 19 checks

Golden Flame events in Cologne, Germany: upcoming parties, tickets, venues and guest FAQ.

MCP endpoint : https://faya.events/mcp · website · measurements and details
Spark Apps Catalogue Reliable (measured) · 100% over 43 checks

Read-only catalogue of the Spark apps: what each one does, its stack, and where it runs.

MCP endpoint : https://spark-apps.co/api/mcp/mcp · website · measurements and details
Ember Websites Private (key required)

Describe your business. Get a beautiful website, built and published for you from Claude or ChatGPT.

MCP endpoint : https://embersites.app/mcp · website · measurements and details
Ignition MCP Not measured yet

MCP server for Inductive Automation Ignition: tags, alarms, history, and Perspective

Package pypi : ignition-mcp · website · measurements and details
Embers: Tabletop RPG Toolkit Private (key required)

Characters, campaigns, adventures & worlds for D&D 5e/5.5e, Pathfinder, Savage Worlds, Fate, & more.

MCP endpoint : https://gateway.embersds.com/mcp · website · measurements and details
Sparks Scribe Flaky · 98% over 43 checks Does the job (tested) · 41/41

Official first-party facts about Sparks Scribe: what it is, pricing, trial.

MCP endpoint : https://crm.sparkscribe.app/crm/api/public-mcp · website · measurements and details
Ignite UI MCP Server Not measured yet

Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding

Package npm : @igniteui/mcp-server · website · measurements and details
Startup Ignition ToolSuite Private (key required)

Validate startup ideas with your AI assistant through Startup Ignition ToolSuite.

MCP endpoint : https://mcp.startupignition.com/mcp · website · measurements and details
Ignite UI Theming MCP Server Not measured yet

Generate Sass palettes, typography, elevations, and themes for Ignite UI components.

Package npm : igniteui-theming · website · measurements and details
Spark - AI Assets Marketplace Flaky · 83% over 6 checks Does the job (tested) · 5/5

Search and fetch AI agents, skills, prompts and MCP connectors from the Spark marketplace.

MCP endpoint : https://spark.entire.vc/mcp/ · website · measurements and details
Solvion Heating Energy Engineering Being measured · 0% over 1 checks

Heating, ventilation and energy engineering calculations and diagnostics for AI agents.

MCP endpoint : https://solvion.ru/wp-json/solvion-agent/v1/mcp · website · measurements and details
Chargezen Spark! Private (key required)

Creator and affiliate programs: partners, commission profiles, referred orders and payouts.

MCP endpoint : https://mcp.chargezen.com/mcp/spark · website · measurements and details
Spark SQL Not measured yet

Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

Package pypi : spark-sql-mcp-server · website · measurements and details
Western Sky Heating, Cooling & Plumbing (Indiana) Reliable (measured) · 100% over 35 checks Does the job (tested) · 34/35

Book HVAC and plumbing service with Western Sky in Fishers and the Indianapolis area.

MCP endpoint : https://westernskyindiana.com/api/booking · website · measurements and details
Loyal Spark Flaky · 86% over 7 checks

Base MCP (39 tools) on Base: programs, mint, rewards. lsk_ key; plan limits enforced. /for-agents

MCP endpoint : https://api.loyalspark.online/loyalty-mcp · website · measurements and details
Burnes Atelier Operations Reconciliation Being measured · 50% over 2 checks

Deterministic operations reconciliation for AI agents: COMPLETE, INCOMPLETE, or NEEDS_REVIEW.

MCP endpoint : https://x402.burnesatelier.com/mcp · website · measurements and details
Australian Heat Pump Hot Water Rebate & Payback Reliable (measured) · 100% over 43 checks

Heat pump vs gas hot water (AU): rebate stack, net outlay and payback verdict by postcode.

MCP endpoint : https://heatpump.sourcemill.ai/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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