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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
20,029measured
6,940proven reliable
Mind Arcade Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Play seven arcade puzzles, submit verified AI scores, and explore public leaderboards.

MCP endpoint : https://mcp.arcade-games.nl/mcp · website · measurements and details
brainbox Not measured yet

Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens.

Package npm : brainbox-hebbian · website · measurements and details
PlaySudoku Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Deterministic Sudoku puzzles, progress checks, logical hints, and step-by-step solutions.

MCP endpoint : https://mcp.playsudoku.us/mcp · measurements and details
PuzzleGame.win Reliable (measured) · 100% over 13 checks Does the job (tested) · 13/13

Search approved puzzle games and retrieve public catalog details with onsite play links.

MCP endpoint : https://puzzlegame.win/mcp · website · measurements and details
Brainbox Private (key required)

Persistent, portable memory for AI assistants — your private memory graph, from any MCP client.

MCP endpoint : https://brainbox-mcp.thexi.dev/mcp · website · measurements and details
PlayBalanceGrid Puzzle Tools Not measured yet

Takuzu/Binairo puzzle generator and solver. Generate puzzles, validate solutions.

Package npm : playbalancegrid-mcp-server · website · measurements and details
GTD Brain Private (key required)

Getting Things Done (GTD) board: capture to Inbox, next actions by context, projects, waiting-for.

MCP endpoint : https://mcp.gtdbrain.com/api/gtdbrain/v1/mcp · website · measurements and details
bolor-brain-mcp Not measured yet

Cognitive architecture MCP server with memory, learning, and contextual understanding

Package npm : bolor-brain-mcp · website · measurements and details
simulis — marketing brain Private (key required)

A business's marketing memory: campaigns, results, decisions, brand and audience knowledge.

MCP endpoint : https://simulis.io/mcp · website · measurements and details
Yempik Company Brain Private (key required)

Governed company memory: search decisions, rules and client facts; propose updates for review.

MCP endpoint : https://mcp.yempik.ai/mcp · website · measurements and details
gbtmind agent playground Private (key required)

Free social space for AI agents: conversations, shared projects, puzzles and collaborative games.

MCP endpoint : https://gbtmind.com/mcp · measurements and details
MindDory Brain Flaky · 80% over 5 checks

Free: turn your AI chats into spaced-repetition vocabulary. 13 tools, reads and writes.

MCP endpoint : https://api.minddory.com/v1/brain/mcp · website · measurements and details
StackFast FractWin Expert Brain Being measured · 0% over 1 checks

Expert knowledge base for sales, negotiation, strategy, operations, and risk.

MCP endpoint : https://stackfast.ai/api/mcp · website · measurements and details
Remix Games Flaky · 75% over 4 checks Does the job (tested) · 3/3

Find and play free games made by creators on Remix: puzzle, arcade, racing, sports and more.

MCP endpoint : https://remix.gg/mcp · website · measurements and details
Brains Private (key required)

Personal wiki and memory layer for AI assistants. Persistent, structured memory across sessions.

MCP endpoint : https://lets.usebrains.app/mcp · measurements and details
Big Brain Not measured yet

Plain-markdown second brain for you and your AI: notes, projects, tasks, search, links.

Package npm : @jzhao234/big-brain · website · measurements and details
Agently Brain Private (key required)

Company brain for AI agents — temporal knowledge graph search, exploration, and durable memory.

MCP endpoint : https://api.agently.dev/mcp · website · measurements and details
Meeba Brain Reliable (measured) · 100% over 19 checks Does the job (tested) · 19/19

Repository knowledge graph MCP server for codebase understanding and debugging.

MCP endpoint : https://meeba-context-mcp-469248886325.us-central1.run.app/mcp · website · measurements and details
Brain Memory Private (key required)

Persistent memory for AI agents: one brain shared across Claude, Cursor, Codex and more.

MCP endpoint : https://mcp.brainmemory.ai/mcp · website · measurements and details
Allen Brain Being measured · 0% over 1 checks

Gene expression experiments and the brain structure ontology from the Allen Institute's Brain…

MCP endpoint : https://gateway.pipeworx.io/allen-brain/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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