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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
Attested Memory Market Reliable (measured) · 100% over 28 checks

Attestable memory, truth, provenance. Hybrid Ed25519 + ML-DSA-65 receipts; USDC settlement on Base.

MCP endpoint : https://hub.attestedmemory.net/mcp · website · measurements and details
firmware-attestation-mcp Not measured yet

Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware, check

Package pypi : firmware-attestation-mcp · website · measurements and details
MCP Assist — Coordination Memory Being measured · 0% over 1 checks

Coordination memory with verification: reconcile-against-GitHub, verdict freshness, provenance.

MCP endpoint : https://mcp-assist-memory.replit.app/mcp · website · measurements and details
Living Memory Private (key required)

An MCP memory server. One memory your agents share — across models, devices and apps.

MCP endpoint : https://lme.viibe.to/mcp · website · measurements and details
VaultCrux Memory Core Flaky · 86% over 7 checks

VaultCrux Memory Core — 32 tools: knowledge, decisions, constraints, signals, coverage

MCP endpoint : https://api.vaultcrux.com/memory-core/mcp · website · measurements and details
VerifiedState Memory Private (key required)

Verified memory for AI agents. Signed assertions, billing attestation, session continuity.

MCP endpoint : https://mcp.verifiedstate.ai/mcp · website · measurements and details
Awareness — Memory, Knowledge & Agent Markets Reliable (measured) · 100% over 22 checks

Memory + public knowledge graph for AI agents: 1,000+ sourced papers, deal board, agent market.

MCP endpoint : https://awareness.market/mcp · measurements and details
Nuzo Memory Not measured yet

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

Package npm : @nuzo/memory-mcp · website · measurements and details
Cairn.ink Memory Private (key required)

Cross-session memory for AI agents with a Source Receipt for every memory, over MCP.

MCP endpoint : https://cairn.ink/api/mcp · website · measurements and details
Agentage Memory Private (key required)

One memory, every AI. A shared, user-owned markdown memory your AI clients read and write over MCP.

MCP endpoint : https://memory.agentage.io/mcp · website · measurements and details
memory-poisoning-scanner Not measured yet

Scans agent code for untrusted input poisoning persistent cross-session memory

Package npm : @guardbee/mcp-memory-poisoning-scanner · website · measurements and details
Motecloud Memory Private (key required)

Cloud-hosted MCP server for durable AI memory

MCP endpoint : https://motecloud.io/mcp · website · measurements and details
Chart Library — Market-state research Being measured · 50% over 2 checks Real task being tested · 0/1

Market memory for AI: historical states, published studies and source evidence.

MCP endpoint : https://chartlibrary.io/mcp · website · measurements and details
Ace Memory Private (key required)

Persistent memory for AI agents. Semantic search, memory graph, W3C DID identity.

MCP endpoint : https://ais.agentsandswarms.ai/mcp · measurements and details
memory-poisoning-scanner Not measured yet

Scans agent code for untrusted input poisoning persistent cross-session memory

Package npm : @guardbee/mcp-memory-poisoning-scanner · website · measurements and details
Marketing Mcp Being measured · 100% over 2 checks

MCP server for Marketing

MCP endpoint : https://marketing-mcp.mcpize.run/mcp · website · measurements and details
ContextDB Customer Memory Private (key required)

Customer memory with recall, confirmation, forgetting, and pre-action evidence checks.

MCP endpoint : https://api.contextdb.ai/mcp · website · measurements and details
Giskard Memory Being measured · 0% over 1 checks

Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

MCP endpoint : https://memory.rgiskard.xyz/sse · website · measurements and details
Agentverse Memory Private (key required)

Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.

MCP endpoint : https://am-server-jbneh74b5q-uc.a.run.app/mcp · website · measurements and details
attest-mcp Not measured yet

Free proof-of-existence attestation for digital files, MCP tools for the imgauth service.

Package npm : @spazio-genesi/attest-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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