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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
INITE Brain Reliable (measured) · 100% over 8 checks

Long-term memory for AI agents: a bitemporal knowledge graph with cited answers.

MCP endpoint : https://brain.inite.ai/mcp · website · measurements and details
memory Being measured · 0% over 1 checks

Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.

MCP endpoint : https://ai-know.me/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
brains Not measured yet

Personal wiki and memory for AI assistants: store, search, and recall structured notes.

Package npm : brains-mcp · website · measurements and details
brain-protocol Not measured yet

Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local or cloud

Package npm : @brain-protocol/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
brain — the recorder Not measured yet

Records your Claude Code, Codex and Pi history before deletion. Cited-or-abstain recall.

Package pypi : brain-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
Engram Not measured yet

Cognitive memory for coding agents: hybrid recall, remember/forget, knowledge graph, nightly dreams.

Package npm : @devinmlowe/engram · 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
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
Brainiall Memory Private (key required)

Persistent semantic memory storage, associative recall, and recent memory index by namespace.

MCP endpoint : https://api.brainiall.com/mcp/memory/mcp · website · measurements and details
second-brain MCP Not measured yet

Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memory compression.

Package pypi : mcp-second-brain · website · measurements and details
adaptive-recall Not measured yet

Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.

Package npm : adaptive-recall · website · measurements and details
Nysa Private (key required)

Shared memory for teams that work with AI agents: meetings, email and calendar in one brain.

MCP endpoint : https://mcp.usenysa.com/mcp · website · measurements and details
CrowTerminal - External Brain for AI Agents Being measured · 0% over 1 checks

External Brain for AI Agents - persistent versioned memory for creators

MCP endpoint : https://api.crowterminal.com/api/agent · website · measurements and details
mcp Not measured yet

Owned, portable working memory: a plain-files markdown brain any model can read and cite.

Package npm : @br8n/mcp · 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
skillmem Not measured yet

Skill memory for coding agents: learn, recall, reinforce, decay. Local SQLite, no API key.

Package pypi : skillmem · website · measurements and details
Recall Private (key required)

Long-term memory for AI agents: learns what is true about each person and answers with sources.

MCP endpoint : https://api.recallmem.dev/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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