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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

45,319real tools
29,744callable over HTTPS
20,045measured
7,051proven reliable
LLMSlim memory Not measured yet

Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.

Package pypi : llmslim · 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
RecallMax-Neural Being measured · 0% over 1 checks

Semantic context compression and cognitive memory layer for LLM swarms.

MCP endpoint : https://recallmax-mcp.vercel.app/api/mcp · 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
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
neural-mcp Not measured yet

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

Package pypi : scicomp-neural-mcp · 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
Configure Memory Flaky · 88% over 8 checks

Bring your saved preferences, project decisions, and useful context into your next AI conversation.

MCP endpoint : https://mcp.configure.dev/ · 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
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
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
InfoLang Memory Being measured · 0% over 2 checks

InfoLang semantic memory MCP — investigate, memorize, and recall compressed agent context.

MCP endpoint : https://api.infolang.ai/v1/mcp/ · website · 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
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
Penfield Memory Private (key required)

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

MCP endpoint : https://mcp.penfield.app/ · website · measurements and details
KEZAI Cultural Memory Private (key required)

Private cross-media memory for AI assistants: recommendations, progress and controlled actions.

MCP endpoint : https://mcp.kezai.app/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
Cathedral — Persistent Memory for AI Agents Private (key required)

Persistent memory and drift detection for AI agents across session restarts.

MCP endpoint : https://cathedral-ai.com/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
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

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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