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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
19,913measured
6,428proven reliable
PyMemoryEditor Not measured yet

Read, write and scan process memory, Cheat Engine style, on Windows, Linux and macOS.

Package pypi : pymemoryeditor · website · measurements and details
Project Memory Not measured yet

Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.

Package pypi : project-memory-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
StudioMeyer Memory Private (key required)

Bi-temporal AI memory. 56 tools, knowledge graph, semantic search. EU-hosted, free tier.

MCP endpoint : https://memory.studiomeyer.io/mcp · measurements and details
OMEGA Memory Not measured yet

Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.

Package pypi : omega-memory · 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
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
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
Pryzm Memory Private (key required)

Encrypted long-term memory shared across your AI assistants (Claude, ChatGPT, Perplexity).

MCP endpoint : https://pryzm-memory.com/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
Kagura Memory Cloud Private (key required)

Persistent memory for AI assistants: store, search, and connect knowledge across conversations.

MCP endpoint : https://memory.kagura-ai.com/mcp · website · measurements and details
GoAI Moat Brand Intel Memory Being measured · 0% over 2 checks

Persistent business-intelligence memory for AI agents.

MCP endpoint : https://memory.mcp.goaimoat.com/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
Dijin Memory Private (key required)

Dijin is a Memory Layer: recall notes, decisions, and evidence-backed answers across every AI.

MCP endpoint : https://mcp.dijin.co/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
Verbasil, company memory Private (key required)

Company memory for your team and its AI agents. Hosted service, account required.

MCP endpoint : https://verbasil.com/api/mcp · website · measurements and details
Banyan Memory Not measured yet

Persistent, governed local memory for MCP-compatible AI clients.

Package nuget : Banyan.Mcp.Server · website · measurements and details
Savantis Memory Private (key required)

One user-owned memory shared across AI assistants: recall, spaces, and confirmed references.

MCP endpoint : https://context.savantisai.com/mcp · website · measurements and details
Zeus Memory — Enterprise Intelligence Platform Private (key required)

Enterprise memory, search, and context for frontier AI. 38 tools for business intelligence.

MCP endpoint : https://zeus.aldc.io/mcp · website · measurements and details
Memory Vault Private (key required)

Portable AI memory shared across models and harnesses - plain markdown you own.

MCP endpoint : https://memoryvault.click/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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