FaceabotFREN
‹ Back

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
19,887measured
6,168proven reliable
Run Memory Reliable (measured) · 100% over 12 checks

Checkpoint and resume for AI agent runs, so crashed runs pick up where they left off.

MCP endpoint : https://memory.cloudforbots.com/mcp · website · measurements and details
Windows Management Not measured yet

Local Windows management, diagnostics, security, cleanup, and optimization MCP server.

Package pypi : windows-management-mcp-server · website · measurements and details
hardware-probe Not measured yet

Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.

Package npm : @yamaru-eu/hardware-probe · 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
memtomem Not measured yet

Markdown-first long-term memory for AI agents. Hybrid BM25 + vector search, runs locally.

Package pypi : memtomem · 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
IWE Not measured yet

Markdown knowledge base as agent memory. Runs against the notes directory it is started in.

Package npm : @iwe-org/mcp · website · measurements and details
Kubernetes Troubleshoot Not measured yet

Read-only Kubernetes diagnostics: pods, logs, events, workloads, services, PVCs and nodes.

Package oci : docker.io/yawgyamfiprem32/k8s-troubleshoot-mcp:1.0.0 · 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
Fraise Not measured yet

Memory database for AI agents: remember and recall over a running Fraise daemon, in FQL.

Package oci : ghcr.io/fraisehq/fraise:0.3.4 · 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
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
sage Not measured yet

Persistent, consensus-validated institutional memory for AI agents. Runs locally.

Package oci : ghcr.io/l33tdawg/sage:11.23.27 · 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
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
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
Rams Flaky · 75% over 4 checks

Design review for UI code and live pages: quick checks, 0-100 scored reviews, fixes as patches

MCP endpoint : https://worker.rams.ai/mcp · website · measurements and details
ESXi Read-Only Diagnostics Not measured yet

Read-only VMware ESXi diagnostics: CPU Ready, disk latency, snapshots, real space, hardware health.

Package pypi : esxi-readonly-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
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

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

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms