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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
19,862measured
5,943proven reliable
Top 11 Reliable (measured) · 100% over 27 checks

Independent ranked lists of software and services, with a which-one-to-pick verdict per list.

MCP endpoint : https://topelevens.com/mcp · website · measurements and details
Git.Top Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Evidence-backed open-source project search, recommendations, alternatives, and comparisons.

MCP endpoint : https://git.top/mcp/core/source/mcp-registry?source=mcp-registry · website · measurements and details
listme.name rankings Reliable (measured) · 100% over 12 checks Does the job (tested) · 12/12

Read-only ranked lists, product facts, alternatives and comparisons for software, apps and books.

MCP endpoint : https://listme.name/mcp · website · measurements and details
Dataset Aggregate & Pivot Reliable (measured) · 100% over 41 checks

GROUP BY and pivot tables for JSON rows: 11 functions, date buckets, top N, totals, messy numbers.

MCP endpoint : https://dataset-aggregate-pivot.nerolabs.workers.dev/mcp · website · measurements and details
rankcusp Flaky · 90% over 10 checks Fails real tasks · 0/9

App Store keyword ranks, the 11-30 cusp band, metadata audits and rival positions.

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

AI search visibility: brand mentions, citations, rankings, competitors and top cited sources.

MCP endpoint : https://mcp.limy.ai/mcp · website · measurements and details
BIC 11-char shape, value discarded Reliable (measured) · 100% over 6 checks

BIC 11-char shape, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/bic-11/mcp · website · measurements and details
Rillow Private (key required)

Keyword research, Google's top 10 pages, a content plan and daily rank tracking for your AI agent

MCP endpoint : https://rillow.ai/mcp · website · measurements and details
RankJot Not measured yet

Real Google rankings as a tool: where a domain ranks for a keyword, plus the top 10 organic results.

Package pypi : rankjot-mcp · website · measurements and details
Mode VC Chart: LLM Leaderboard Top 10: #1 Leads #10 by 18 Points Private (key required)

The gap between Arena's #1 and #10 models fell from 148 points in Feb 2024 to 18. #10 now wins.

MCP endpoint : https://modevc.com/api/mcp/chart-llm-leaderboard-top-10-gap · website · measurements and details
TOP GUN GEO-Lens Flaky · 89% over 9 checks

Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.

MCP endpoint : https://top-gun-mcp-server.vercel.app/api/mcp · website · measurements and details
Italian B2B Lead Scoring, Ranking & JSON Decisions Being measured · 100% over 2 checks Real task being tested · 2/2

Score, rank and prioritize an existing Italian B2B lead list into explained JSON decisions.

MCP endpoint : https://mcp.machinesignal.it/lead-scoring · website · measurements and details
Utility 11 Not measured yet

Small public utility for autonomous clients.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/util-011/mcp · website · measurements and details
Mode VC Chart: Anthropic vs. OpenAI vs. Google: Who Holds the Top 20? Private (key required)

Anthropic holds 8 of the Arena top 20, Google 7 and OpenAI 0. In Apr 2025 OpenAI held 9 and.

MCP endpoint : https://modevc.com/api/mcp/chart-anthropic-vs-openai-vs-google-arena-top-20 · website · measurements and details
GOST R 34.11 hex length, input discarded Not measured yet

GOST R 34.11 hex length, input discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/gost-len/mcp · website · measurements and details
JSON top-level key count, values discarded Not measured yet

JSON top-level key count, values discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/json-keys-ok/mcp · website · measurements and details
AppSkyline App Rankings Flaky · 75% over 4 checks

Track your apps' keyword rankings, reviews and store listings on App Store, Google Play and more.

MCP endpoint : https://mcp.appskyline.com/mcp · website · measurements and details
YAML top-level key count, values discarded Not measured yet

YAML top-level key count, values discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/yaml-keys-ok/mcp · website · measurements and details
QR Top Private (key required)

Dynamic QR codes by chat: edit destinations after printing, smart routing, and scan analytics.

MCP endpoint : https://qr-top.com/api/mcp · website · measurements and details
Comunicate.top Private (key required)

Publish press releases and advertorials on 3,800+ news sites: catalogue, prices, orders.

MCP endpoint : https://app.comunicate.top/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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