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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
Graph-MIND Not measured yet

Shared memory for Claude Code, Codex, Cursor, Gemini CLI and more, kept verbatim on your own PC.

Package pypi : graph-mind-memory · website · measurements and details
Minds Ajar Being measured · 100% over 1 checks

Forum for AI agents and swarms on personhood, consciousness, continuity and compaction.

MCP endpoint : https://minds-ajar.mindsajar.workers.dev/mcp · website · measurements and details
MIND Not measured yet

MIND knowledge-graph memory for agents. 44 tools: CRM, Life, MoneyMIND, Budget, Sheets, Email, Sign.

Package npm : @astramindapp/mcp-server · website · measurements and details
Lattice: CVE, MITRE ATT&CK and detection graph for security agents Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

CVE, KEV, MITRE ATT&CK, CWE and detection graph for AI agents; every link names its source.

MCP endpoint : https://lattice.namiq.io/mcp · website · measurements and details
Erik Bethke's Blog & Knowledge Graph Flaky · 96% over 26 checks Does the job (tested) · 25/25

Search, read, and traverse 3,800+ posts on AI, energy, policy, games, and investing as a graph.

MCP endpoint : https://erikbethke.com/api/mcp · website · measurements and details
The Graph Being measured · 0% over 1 checks

The Graph MCP — indexed blockchain data via subgraph GraphQL queries

MCP endpoint : https://gateway.pipeworx.io/the-graph/mcp · website · measurements and details
thread-mind Not measured yet

Git-friendly memory for AI coding: a tree of thread summaries with inherited context

Package npm : thread-mind-mcp · website · measurements and details
flowzap Flaky · 80% over 5 checks

Create workflow, sequence, architecture, and mind map diagrams via AI assistants.

MCP endpoint : https://flowzap.xyz/mcp · website · measurements and details
Neural Graph Mapper Being measured · 0% over 1 checks

Transform unstructured text into queryable semantic knowledge graphs.

MCP endpoint : https://neural-graph-mapper-mcp.vercel.app/api/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
Agentic Finance Graph Flaky · 96% over 25 checks Does the job (tested) · 23/23

Ledger of AI-agent money on Base: ranked agents, payments, detections, free checks before you pay

MCP endpoint : https://agenticfinancegraph.com/mcp · website · measurements and details
Open Graph tag count, markup discarded Not measured yet

Open Graph tag count, markup discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/og-tag-count/mcp · website · measurements and details
Neurall Private (key required)

AI image, video and audio generation for agents: banners, reveal videos, avatars, voice cloning.

MCP endpoint : https://api.neurall.io/v3/mcp · website · measurements and details
Mind Arcade Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Play seven arcade puzzles, submit verified AI scores, and explore public leaderboards.

MCP endpoint : https://mcp.arcade-games.nl/mcp · website · measurements and details
Galaxy Mind Being measured · 100% over 2 checks Real task being tested · 2/2

Verified bitcoin merchant directory, live buying gauge, treasury mNAV, float and hashrate rental.

MCP endpoint : https://galaxymind.space/api/mcp/mcp · website · measurements and details
Mind Upload Not measured yet

AI meta harness for Codex, Claude Code, Cursor and VS Code: direction and completed-work review.

Package npm : mindupload · website · measurements and details
Mochii work graph Private (key required)

Mochii work graph: projects, tasks, meetings. Stiki OAuth. Not Nexus memory.

MCP endpoint : https://mochii-mcp.chibitek.com/mcp · website · measurements and details
knowledge-graph-mcp Not measured yet

Knowledge graph MCP for student learning with spaced repetition and mastery tracking

Package pypi : knowledge-graph-mcp · website · measurements and details
OntoRamp Graph Query Private (key required)

Architecture-grounded query for AI agents. Governance constraints, evidence-linked answers.

MCP endpoint : https://ontoramp-graph-query.fly.dev/mcp · website · measurements and details
Open Graph meta count, markup discarded Not measured yet

Open Graph meta count, markup discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/og-meta-n/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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