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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
19,924measured
6,554proven reliable
verdigraph Reliable (measured) · 100% over 41 checks

Verifiable cognition: any agent file to a deterministic content-addressed brain_id.

MCP endpoint : https://mcp.viridisconservation.com/verdigraph/mcp · website · measurements and details
Kognitrix AI Private (key required)

8 AI services via MCP: content, code, image, docs, data extraction, translation, SEO, email.

MCP endpoint : https://kognitrix.com/api/mcp · measurements and details
shodh-memory Not measured yet

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Package npm : @shodh/memory-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
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
Aiqbee Brain Private (key required)

AI knowledge graph for architecture, portfolio, and digital strategy management.

MCP endpoint : https://mcp.aiqbee.com/mcp · website · measurements and details
NeuroDock Cognitive Graph Not measured yet

A local typed-edge graph of people, projects, and decisions that externalises memory.

Package pypi : neurodock-mcp-cognitive-graph · 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
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
neuro Not measured yet

Neuroscience MCP server (Python)

Package npm : @brain-bbqs/neuro-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
neuro-mcp Not measured yet

Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Research

Package npm : @brain-bbqs/neuro-mcp · website · measurements and details
Maha OS Cognitive Gateway Being measured · 0% over 1 checks

Edge-compute biological sovereignty node for telemetry and cognitive circuit-breaking.

MCP endpoint : https://mcp.maha-os.com/mcp/sse · measurements and details
TEK BOSS Small Business AI Strategy Assessment Flaky · 91% over 11 checks Does the job (tested) · 9/9

AI strategy, workflow automation, and process-improvement assessment for small businesses.

MCP endpoint : https://tekboss.ai/mcp/assessment · website · measurements and details
OntoRamp Governance Assessment Private (key required)

Governance maturity assessment, compliance gap analysis, and evidence-linked briefs for AI agents.

MCP endpoint : https://mcp.ontoramp.com/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
Meeba Brain Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

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 Scanner Private (key required)

Recover project context, review recorded decisions, and steer queued work across AI coding agents.

MCP endpoint : https://brainscanner.dev/mcp/v2 · website · measurements and details
INITE Brain Reliable (measured) · 100% over 9 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
VAAS-X Cognitive Memory Private (key required)

Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB.

MCP endpoint : https://mcp.vaasx.com/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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