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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
Verified Memory Not measured yet

Offline read-only search over a checksum-verified, optionally signed memory pack, with exact quotes

Package npm : @python1/verified-memory-mcp · website · measurements and details
Acta — Verifiable Agent Memory Not measured yet

Verifiable agent memory with signed ledger receipts — verify every write offline.

Package mcpb : https://github.com/Kylewilson04/acta-mcp/releases/download/v1.0.0-rc.1/acta-mcp.mcpb · website · measurements and details
mnema Not measured yet

Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP.

Package mcpb : https://github.com/Zimac-AI/mnema/releases/download/v0.2.0/mnema-0.2.0-macos-universal.mcpb · website · measurements and details
Verified Repo Memory Not measured yet

Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).

Package npm : @cognitivemyriad/vrm-local · website · measurements and details
Auditable memory (memory3l) Not measured yet

Audited memory over MCP: an append-only fact ledger plus verifiable invariants I1-I5.

Package pypi : memory3l-mcp · measurements and details
verifiable-memory Not measured yet

Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

Package pypi : verifiable-memory-mcp · 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
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
emem, the verifiable memory protocol for the physical world Being measured · 50% over 2 checks Real task being tested · 0/1

Shared, verifiable memory for machines and AI. Encode where data lives; decode with any AI.

MCP endpoint : https://emem.dev/mcp · website · measurements and details
kage Not measured yet

Verified memory for coding agents: claims cited against code, stale withheld, savings receipts.

Package npm : @kage-core/kage-graph-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
ResiMind Not measured yet

Exact polynomial checks, sparse expansion and verified rule memory. Local MCP tools, no model key.

Package mcpb : https://github.com/1105216375-alt/resimind/releases/download/v0.16.0/resimind-0.16.0.mcpb · website · measurements and details
EMET Not measured yet

Persistent shared memory for AI agents, with verified writes and a transcript tier.

Package npm : @dreamforgestudiollc/emet · website · measurements and details
ChainMemory Not measured yet

Verifiable, portable AI memory. Optional vault: encrypted on your machine, 12 words only you hold.

Package npm : chainmemory-mcp · website · measurements and details
SPM Private (key required)

Agent memory that refuses to guess: evidence-gated recall, exact-source reads, verifiable deletion.

MCP endpoint : https://api.spmos.ai/mcp · website · measurements and details
agent-memory Not measured yet

Persistent agent memory with a decision layer: replay, restore, verify, or none — explainable.

Package pypi : agent-memory-sdk · website · measurements and details
sifa-mcp Not measured yet

Demo portable reputation and skills passport; in-memory profiles, nothing verified or stored.

Package pypi : sifa-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
aidimag Not measured yet

Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.

Package npm : aidimag · website · measurements and details
Recognitium Private (key required)

A memory your AI can prove and the market of the present tense. SHA-256, verifiable offline.

MCP endpoint : https://api.recognitium.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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