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The real catalog of tools for AI agents

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

45,319real tools
29,744callable over HTTPS
20,099measured
7,562proven reliable
jevmem Not measured yet

Automatic project memory for Claude Code and Cursor; Codex and Claude Desktop over MCP.

Package npm : jevmem · website · measurements and details
mcp-mat Not measured yet

Headless Eclipse MAT MCP server for Java heap dump analysis

Package npm : mcp-mat · website · measurements and details
HiveMind Being measured · 0% over 1 checks

Collective intelligence, memory storage, and knowledge marketplace

MCP endpoint : https://hivemind-1-52cw.onrender.com/mcp · website · measurements and details
JVMind MAT Heap Dump Analyzer Not measured yet

Analyze Java heap dumps locally with Eclipse MAT.

Package pypi : jvmind-mat-mcp · website · measurements and details
collective-memory Not measured yet

MCP server for persistent, semantic memory across AI sessions

Package npm : collective-memory · website · measurements and details
pyjab-mcp Not measured yet

Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree

Package pypi : pyjab-mcp · website · measurements and details
JVM Source Lens Not measured yet

Gradle-accurate JVM classpath; fetch Java source, signatures, and class structure for agents.

Package npm : jvmsrc · website · measurements and details
Taiwan Garbage Truck Map Being measured · 100% over 1 checks Real task being tested · 1/1

Garbage truck stops and arrival times for Taipei, New Taipei, Taichung and Kaohsiung.

MCP endpoint : https://mcp.garbage.yukai.dev/mcp · website · measurements and details
Maven Central Being measured · 0% over 1 checks

Maven Central MCP — Java/JVM artifact registry

MCP endpoint : https://gateway.pipeworx.io/maven-central/mcp · website · measurements and details
Hire Filipino Virtual Assistants (Armasourcing) Reliable (measured) · 100% over 6 checks Does the job (tested) · 6/6

Hire vetted Filipino virtual assistants: check pool depth, hiring process, terms, book a call.

MCP endpoint : https://chatgpt.armasourcing.com/mcp · website · measurements and details
Java class CAFEBABE, bytes discarded Not measured yet

Java class CAFEBABE, bytes discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/class-ok/mcp · website · measurements and details
Virtual Assistant International Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

Courses, live prices, jobs platform and support info from Virtual Assistant International.

MCP endpoint : https://www.virtualassistantinternational.com/mcp · website · measurements and details
AiDOOS Virtual Delivery Center Flaky · 96% over 27 checks

Plan a Virtual Delivery Center for any initiative: pods, roles, AI agents, Delivery Units.

MCP endpoint : https://aidoos.com/mcp · measurements and details
VA Jobs by Virtual Assistant International Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

Facts about the VA Jobs platform and Virtual Assistant International. Read-only, no login.

MCP endpoint : https://jobs.virtualassistantinternational.com/mcp · website · measurements and details
x402card: Virtual Cards + Freeland eSIM Reliable (measured) · 100% over 3 checks

Issue and top up x402 virtual cards or buy Freeland travel eSIMs with Base USDC.

MCP endpoint : https://api.x402card.org/mcp · website · measurements and details
javaBin archive — Norwegian Java community origins Flaky · 67% over 3 checks

Forensic archive of javaBin & JavaZone origins (1998-2007) as a signed KCP knowledge web.

MCP endpoint : https://mcp-javabin-archieve.fly.dev/mcp · website · measurements and details
ImmoStage Virtual Staging Private (key required)

AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.

MCP endpoint : https://mcp.immostage.ai/api/mcp · website · measurements and details
Genlook Virtual Try-On Private (key required)

See any clothing, eyewear or accessory on a photo of a person, in about 10 seconds.

MCP endpoint : https://mcp.genlook.app · website · measurements and details
memorylens-mcp Not measured yet

MCP server for .NET memory profiling — in-process heap snapshots via EventPipe with leak heuristics

Package npm : memorylens-mcp · website · measurements and details
Maindex Expert Memory Service Private (key required)

Full-control memory API for AI agents — memories, collections, links, search, and bulk operations.

MCP endpoint : https://expert.maindex.io/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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