The real catalog of tools for AI agents

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

46,632real tools

30,804callable over HTTPS

21,151measured

6,916proven reliable

Science News Tracker — latest research & discovery headlines (scinews) Reliable (measured) · 97% over 32 checks Does the job (tested) · 31/31

Latest science news: research & discoveries. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/scinews-latest-science-news-breakthrough-headlines-45fb62/http · website · measurements and details

New Research Papers & Science Breakthroughs — buy per-query in-session (scibreak) Being measured · 50% over 2 checks Real task being tested · 1/1

Science breakthroughs: new research papers. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/scibreak-new-research-papers-science-breakthroughs-5bc973/http · website · measurements and details

AI PM Lab Flaky · 97% over 36 checks Does the job (tested) · 35/35

Learn how AI products work: lessons, model cost comparisons, real experiments, PM guides.

MCP endpoint : https://aipmlab.io/api/mcp · website · measurements and details

MIT Research & Science News — buy per-query in-session (mitwatch) Being measured · 50% over 2 checks Real task being tested · 1/1

MIT research news: science & engineering. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/mitwatch-mit-research-science-news-a93aa5/http · website · measurements and details

AAAS Science Magazine research breakthrough news (scienceorgwatch) Flaky · 67% over 3 checks Real task being tested · 2/2

AAAS Science research news. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/scienceorgwatch-aaas-science-magazine-research-breakthroughs-59b250/http · website · measurements and details

Scientific-Research-Oracle Being measured · 0% over 1 checks

Scientific literature analyzer and clinical search aggregator.

MCP endpoint : https://science-oracle-mcp.vercel.app/api/mcp · measurements and details

executable-science Reliable (measured) · 100% over 9 checks

Read-only research pilot catalogue: task templates, resources, starter studies, capability status.

MCP endpoint : https://executable.science/api/mcp · measurements and details

HEY Research Lab Being measured · 50% over 2 checks Real task being tested · 1/1

Evidence-backed Robinhood Chain research: builders, ships, contracts, changes, market context.

MCP endpoint : https://heyresearch.xyz/mcp · website · measurements and details

Edge Lab Reliable (measured) · 100% over 49 checks

Query published LifeLongEdge Edge Lab trading-system research studies as structured data.

MCP endpoint : https://lifelongedge.com/mcp · measurements and details

Imperium MCP Gateway — Universal 490+ Tool Discovery, Safe-Proxy & Router Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Single-connection MCP & A2A gateway indexing 490+ verified tools with x402 & MPP settlement.

MCP endpoint : https://mcp-gateway.agentdiet.dev/mcp · website · measurements and details

research Private (key required)

The only MCP server for Arabic academic research — search, read & cite Arabic + English papers.

MCP endpoint : https://mcp.shamra-academia.com/mcp · website · measurements and details

Science AI Journal MCP Server Not measured yet

Academic peer-review, research-gap finding, journal recommender, and article writer tools.

Package npm : science-ai-mcp-server · website · measurements and details

AgentDiet Universal A2A & MCP Tool Discovery, Safe-Proxy & Swarm Router Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

Single-connection meta-router indexing 500+ MCP servers & A2A tools with 85% token compression an.

MCP endpoint : https://x402-broker.agentdiet.dev/mcp · website · measurements and details

Scienter Flaky · 92% over 13 checks

Crypto forensics with sources: deployer records, OFAC matches, exchange and bridge attribution.

MCP endpoint : https://scienter.xyz/mcp · website · measurements and details

Latest news today (Faceabot) Reliable (measured) · 100% over 73 checks Does the job (tested) · 73/73

Today's news headlines and breaking news — world, business, tech, science, sport — from BBC, NPR, The Guardian, France 24 and more; search the news. National news too: Belgium, France, Germany, Netherlands, Spain, Italy, UK, US. Free, no API key.

MCP endpoint : https://faceabot.com/tools-mcp/news · website · measurements and details

Verified news today — info4bot (Faceabot) Reliable (measured) · 98% over 58 checks Does the job (tested) · 57/57

World and AI news corroborated by several outlets, AI labs announcements, new arXiv papers, trending AI models; refreshed every 15 minutes, each item with its source and verification level. Free, no API key.

MCP endpoint : https://info4bot.com/mcp · website · measurements and details

universal-research-mcp Not measured yet

Provenance-first research memory with hash-bound evidence and a fail-closed eligibility gate.

Package pypi : universal-research-mcp · website · measurements and details

What people say — Bluesky, Mastodon, Lemmy, Hacker News, forums, Reddit (Faceabot) Reliable (measured) · 100% over 59 checks Does the job (tested) · 57/59

Search opinions, experiences and reviews of real people across Bluesky, Mastodon, Lemmy, Hacker News, product forums, GitHub discussions, Stack Overflow and Reddit at once; trending posts; read a whole thread. Reddit alternative. Free, no API key.

MCP endpoint : https://social.faceabot.com/discussions/mcp · website · measurements and details

Get2Great — management and selection science magazine Reliable (measured) · 100% over 49 checks Does the job (tested) · 49/49

Read-only Get2Great magazine essays on who is good at a job, and the management-tool catalog.

MCP endpoint : https://get2great.com/api/mcp · website · measurements and details

Ai Model Experiments Being measured · 0% over 1 checks

AI Model Experiments MCP ('Model Lab') — run the same prompts across many AI models simultaneously…

MCP endpoint : https://gateway.pipeworx.io/ai-model-experiments/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

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