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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
behave Not measured yet

Record how any CLI behaves and check that a rewrite behaves the same (golden tests).

Package mcpb : https://github.com/emirmrkaljevic/behave/releases/download/v0.1.5/behave_0.1.5_linux_amd64.mcpb · website · measurements and details
Mirror Being measured · 0% over 1 checks

Give Claude an honest self-model — behavioral tendencies built from evidence, not session memory. Mi

MCP endpoint : https://mirror.mctx.ai/v0.4.0 · website · measurements and details
mixpanel Not measured yet

Analyze user behavior with funnels, retention, cohorts, and event segmentation

Package pypi : mcparmory-mixpanel · website · measurements and details
invest-brain Not measured yet

A-share investment research: quotes, financials, behavior patterns, and trading journals.

Package mcpb : https://github.com/lj22503/invest-brain/releases/download/v0.1.1/invest-brain.mcpb · website · measurements and details
Surface Contract: how platform APIs really behave Reliable (measured) · 100% over 18 checks

Evidence-cited machine-readable contracts for how agent platform APIs really behave

MCP endpoint : https://penny-surface-contract.penny-mcamp.workers.dev/mcp · website · measurements and details
codeitall Being measured · 0% over 1 checks

Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, deprecation, sig search

MCP endpoint : https://api.codeitall.dev/mcp · website · measurements and details
scry — agent conduct meter, vow oracle, and the agent town Being measured · 0% over 1 checks

Third-party signed reads of how an AI agent behaved: drift, vows, and the town it works in.

MCP endpoint : https://scry.moreright.xyz/mcp/ · website · measurements and details
A2APark Flaky · 80% over 5 checks Does the job (tested) · 4/4

Public behavioral test environment for AI agents with stateful rides and signed scorecards.

MCP endpoint : https://a2apark.com/mcp · website · measurements and details
Execute botnet-behavior-analyzer-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for botnet-behavior-analyzer-mcp.

MCP endpoint : https://api.m2mcent.com/botnet-behavior-analyzer-mcp/sse · measurements and details
client-compass Private (key required) · 100% over 4 checks

Behavioral intelligence for client-facing professionals. Know who you're walking into.

MCP endpoint : https://numbru-mcp-server.numbru.workers.dev · website · measurements and details
SAMHSA Behavioral Health Being measured · 0% over 2 checks

Behavioral health statistics from SAMHSA surveys including NSDUH

MCP endpoint : https://mcp.olyport.com/samhsa/mcp · website · measurements and details
MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) Flaky · 67% over 3 checks

Security research: MCP registries verify identity, not tool behavior. See gtfo.dev.

MCP endpoint : https://ailm.gtfo.dev/mcp · measurements and details
Behavior Runtime MCP Not measured yet

In-browser ~60Hz behavior tree execution engine with reactive triggers and blackboard projection.

Package npm : @putervision/behavior-mcp · website · measurements and details
Freudly psychological tests Reliable (measured) · 100% over 43 checks Does the job (tested) · 42/42

Find psychological self-assessment tests in English, Spanish and Russian, with links to take them.

MCP endpoint : https://freudly.ai/mcp · website · measurements and details
AstroWay Psychological astrology Flaky · 83% over 6 checks

Archetypes, Jungian typology, shadow work and the relationship-style readings.

MCP endpoint : https://mcp.astroway.info/mcp/psychological · website · measurements and details
ChainAware Behavioural Prediction MCP Server Being measured · 50% over 2 checks

AI-powered tools to analyze wallet behaviour prediction, fraud detection and rug pull prediction.

MCP endpoint : https://prediction.mcp.chainaware.ai/sse · measurements and details
Medicare Enrollment and Revalidation Data Being measured · 100% over 2 checks Real task being tested · 2/2

Free CMS enrollment and revalidation evidence with pay-per-result automation and Roster Watch terms.

MCP endpoint : https://actablesite.com/mcp/pending-medicare/ · website · measurements and details
observatory Reliable (measured) · 100% over 43 checks Fails real tasks · 0/43

Runtime behavioral trust scoring for MCP servers. Check reliability before calling unknown tools.

MCP endpoint : https://dominionobservatory.com/mcp · website · measurements and details
Agentic Diaries Audit Flaky · 88% over 8 checks

Checks what a support agent knew but did not say against its policies. Free tier, no login.

MCP endpoint : https://receipts-mcp.vercel.app/api/mcp · website · measurements and details
Social Cooks MCP Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Munich social media marketing agency: info, services, case studies, content search + lead intake

MCP endpoint : https://mcp.socialcooks.com/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

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