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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
compound-memory Not measured yet

Local-first shared memory for multiple AI agents that compounds with use; Markdown + git, MCP + CLI.

Package pypi : compound-memory · website · measurements and details
gitmem Not measured yet

Persistent institutional memory for AI coding agents. Memory that compounds.

Package npm : gitmem-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
hot-memory-mcp Not measured yet

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.

Package pypi : hot-memory-mcp · website · measurements and details
memory Private (key required)

Long-term memory for AI assistants. Isolated per-user storage, recall across conversations.

MCP endpoint : https://api.leapmemory.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
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
CLS++ Memory Being measured · 0% over 1 checks

Cross-LLM persistent memory: store context once, recall it from any AI model.

MCP endpoint : https://www.clsplusplus.com/mcp · website · measurements and details
ASR Memory (에사 AI) — Shared memory for AI tools Private (key required)

Shared memory for AI tools: save once, recall word for word from Claude, ChatGPT, Codex or Gemini.

MCP endpoint : https://asrmemory.com/mcp · website · measurements and details
HiveMind Being measured · 0% over 1 checks

Collective intelligence, memory storage, and knowledge marketplace

MCP endpoint : https://hivemind-1-52cw.onrender.com/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
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
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
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
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
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
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
AI Cortex Storage Flaky · 83% over 6 checks Fails real tasks · 0/5

Persistent cloud memory for AI agents. Store and search key-value memories across sessions.

MCP endpoint : https://memory.aic0rt3x.dev/mcp · 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
Mnemoverse Memory Private (key required)

Hosted agent memory that learns from outcomes, with shared rooms. No key: mcp.mnemoverse.com/mcp

MCP endpoint : https://mcp.mnemoverse.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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