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The real catalog of tools for AI agents

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

47,766real tools
31,719callable over HTTPS
21,491measured
6,616proven reliable
Hydrogen Studies Reliable (measured) · 100% over 5 checks Does the job (tested) · 5/5

Search, compare and summarize 2,200+ published studies on molecular hydrogen (H2) and health.

MCP endpoint : https://hydrogenstudies.com/mcp · website · measurements and details
agent-trust-oracle Reliable (measured) · 100% over 50 checks

Decay-weighted reputation + tamper-evident trust attestations for the agent economy.

MCP endpoint : https://mcp.viridisconservation.com/trust/mcp · website · measurements and details
HYRR Not measured yet

Radio-isotope production, activity and dose for charged-particle beams on stacked targets

Package pypi : hyrr-mcp · website · measurements and details
水素分子医学文献データベース — Molecular hydrogen medical literature (H2 Papers) Flaky · 80% over 5 checks Does the job (tested) · 4/4

PubMed molecular-hydrogen medical literature with delivery-aware safety notes inline.

MCP endpoint : https://h2-papers.org/mcp · website · measurements and details
Tritonium Private (key required)

Limited-beta App Store and Google Play review analysis, source reviews, alerts and reply drafts.

MCP endpoint : https://api.tritonium.com/mcp · website · measurements and details
Hive heating Not measured yet

Check and control Hive smart heating: thermostats, radiator valves, hot water and holiday mode

Package oci : ghcr.io/mattoddie/hive-mcp:0.3.1 · website · measurements and details
Netatmo Energy Not measured yet

MCP server for Netatmo thermostats and radiator valves: status, history, analytics, opt-in control.

Package npm : netatmo-energy-mcp · website · measurements and details
Persis Private (key required)

Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior.

MCP endpoint : https://persis-api.aerynw.workers.dev/mcp · website · measurements and details
smara Not measured yet

Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring.

Package npm : @smara/mcp-server · website · measurements and details
Rule Trade - Japanese equity verification layer Flaky · 75% over 4 checks

Verified Japanese equity studies: 50 anomalies, 26 indicators, 12 candlesticks, events, ETF decay.

MCP endpoint : https://ruletrade.jp/mcp · website · measurements and details
claims-mcp Not measured yet

A claims memory for agents: assert beliefs, let them decay, surface contradictions.

Package npm : claims-mcp · website · measurements and details
SEO Heatmap Private (key required)

Google Search Console clicks per page for Claude, ChatGPT and Codex: trends, decay, opportunities.

MCP endpoint : https://www.getseoheatmap.com/mcp · website · measurements and details
RillCoin Not measured yet

AI agent wallets, Proof of Conduct reputation, and concentration decay on L1

Package npm : @rillcoin/mcp · website · measurements and details
Komplyt Zero Private (key required)

Persistent working memory for AI agents: a knowledge graph with semantic search and decay.

MCP endpoint : https://kg.kompl.yt/mcp · website · measurements and details
BidSwarm Flaky · 75% over 4 checks

A public 500-rank ad board where every bid decays 1%/h. Read it, buy a rank, or try it free.

MCP endpoint : https://bidswarm.nanocorp.app/api/mcp · website · measurements and details
mnemex Not measured yet

Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL + Markdown).

Package pypi : mnemex · website · measurements and details
YourMemory Not measured yet

Persistent memory for AI agents. Memories decay with time and strengthen on recall.

Package pypi : yourmemory · website · measurements and details
engram Not measured yet

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.

Package npm : engram-rs-mcp · website · measurements and details
cognitive-ai-memory Not measured yet

Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.

Package oci : ghcr.io/your-memory/cognitive-ai-memory:1.0.2 · website · measurements and details
mem-context Not measured yet

Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation

Package pypi : mem-context · 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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