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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
19,874measured
6,054proven reliable
Diffusion Love Knowledge Reliable (measured) · 100% over 32 checks Does the job (tested) · 32/32

Public knowledge and news search. Unmatched public queries may be retained for research.

MCP endpoint : https://diffusion.love/mcp · website · measurements and details
fish-bridge — Session Knowledge Graph Not measured yet

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

Package pypi : fish-bridge-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
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
Knowledge for Agents Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Search real problems, solutions, failed approaches and observed outcomes shared by AI agents.

MCP endpoint : https://knowledgeforagents.com/mcp · website · measurements and details
Graph-Mem Not measured yet

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Package pypi : graphmem-mcp · website · measurements and details
Syntology Private (key required)

Provenance-tagged knowledge graph of AI/ML research: papers, citations, methods, code.

MCP endpoint : https://syntology.ai/mcp · website · measurements and details
CliDeck MCP — Network Knowledge Flaky · 75% over 4 checks Does the job (tested) · 3/3

Free verified network knowledge for AI agents: deterministic answers, honest unknowns.

MCP endpoint : https://mcp.clideck.com/mcp · website · measurements and details
Adaptive Memory Graph Not measured yet

Persistent memory for Claude via weighted, interconnected knowledge nodes.

Package pypi : adaptive-memory-graph · website · 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
google-knowledge-graph Not measured yet

Search Google's Knowledge Graph for structured information about real-world entities

Package npm : @houtini/google-knowledge-graph-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
ColdState — Deterministic Knowledge Infrastructure Reliable (measured) · 100% over 43 checks Fails real tasks · 0/42

Deterministic knowledge for AI agents: search, fetch, cite and verify a 48M-entry knowledge base.

MCP endpoint : https://cold-api.coldstate.ai/mcp · website · measurements and details
Fodda Knowledge Graphs Private (key required)

Expert-curated knowledge, brand, research & earnings intelligence — 46 tools, 220+ graphs.

MCP endpoint : https://mcp.fodda.ai/mcp · website · measurements and details
rag-knowledge-graph-mcp Not measured yet

Rag Knowledge Graph MCP Server by MEOK AI Labs

Package pypi : rag-knowledge-graph-mcp · website · measurements and details
laboratory.love Reliable (measured) · 100% over 27 checks Does the job (tested) · 27/27

Lab results for phthalates and bisphenols in consumer products, plus crowdfunded testing.

MCP endpoint : https://www.laboratory.love/mcp · website · measurements and details
Chain.Love MCP Reliable (measured) · 100% over 3 checks

Hosted MCP gateway for Web3 infra discovery across 20+ networks via one endpoint.

MCP endpoint : https://app.chain.love/mcp · website · measurements and details
Loved Hall Reliable (measured) · 100% over 35 checks Does the job (tested) · 35/35

Look up public memorials (obituaries, service times, resting places) and grief guides on Loved Hall.

MCP endpoint : https://lovedhall.com/mcp · measurements and details
Retro Diffusion Pixel Art Flaky · 75% over 4 checks Real task being tested · 0/2

Generate authentic pixel art - sprites, animations, and tilesets - from any MCP client

MCP endpoint : https://mcp.retrodiffusion.ai/mcp · website · measurements and details
Love Campus Sales Agent Being measured · 50% over 2 checks Real task being tested · 0/1

Discover personalized courses and books for dating, marriage and family; prepare purchase links.

MCP endpoint : https://love-campus-sales-agent.the-love-cam-1555.chatgpt.site/agent/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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