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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
Language mr Not measured yet

ISO 639 language tag mr.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/lang-mr/mcp · website · measurements and details
ISO country MR Not measured yet

Public ISO 3166-1 record for MR.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-mr/mcp · website · measurements and details
Mr Suppy Flaky · 80% over 5 checks Does the job (tested) · 4/4

Supplement prices and price history (UK/EU), SupplementScore ratings, verified discount codes, UCP

MCP endpoint : https://mrsuppy.com/api/agent/mcp · website · measurements and details
Mr BnB: reservas en Santiago Being measured · 100% over 1 checks Real task being tested · 0/1

Disponibilidad, precios y link de reserva de departamentos amoblados en Santiago de Chile.

MCP endpoint : https://mrbnb.cl/mcp · website · measurements and details
XRメモランダム Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

XR(AR/VR/MR)に関する情報をメインに扱うサイトです。(orecen.com の内容を検索して答える。ヨミタス経由)

MCP endpoint : https://mcp.yomitasu.jp/s/orecen-com/mcp · website · measurements and details
gitlab-ci-mcp Not measured yet

GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).

Package pypi : gitlab-ci-mcp · website · measurements and details
myopic Not measured yet

Code-review MCP: review a GitLab MR or GitHub PR against the whole codebase, not just the diff.

Package pypi : myopic · website · measurements and details
standup-mr Private (key required)

Standup notes from merge request state, with the failed job's error lines.

MCP endpoint : https://standup.ilkerbalcilar.com/mcp · website · measurements and details
mcp-gitlab Not measured yet

GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only

Package pypi : mcp-gitlab · website · measurements and details
Teamfight Tactics MCP Server Private (key required)

Teamfight Tactics data & AI coaching for Claude and ChatGPT — 19 tools, built-in Riot key.

MCP endpoint : https://mrbridge--tft-mcp-server.apify.actor/mcp · website · measurements and details
DiffSense Not measured yet

MR/PR risk audit MCP server: semantic diff + rule engine, strict read-only. Run as image or pip.

Package pypi : diffsense · website · measurements and details
ThinkReview Private (key required)

Live PR/MR code reviews via review_url_code. OAuth or portal Bearer auth.

MCP endpoint : https://mcp.thinkreview.dev/v1 · website · measurements and details
India Logistics (Shiprocket: courier serviceability + rates, create orders, track AWB) Being measured · 0% over 2 checks

India shipping for AI agents: Shiprocket courier serviceability, create orders, track AWB.

MCP endpoint : https://logi-in.wishpool.app/mcp · website · measurements and details
Australia Logistics (buy Aramex + more labels + tracking via Shippo) Being measured · 0% over 2 checks

Australia shipping labels for AI agents: buy Aramex and more, track and refund via Shippo.

MCP endpoint : https://logi-au.wishpool.app/mcp · website · measurements and details
Indonesia Logistics (Biteship: courier rates / cek ongkir, create orders, track waybills) Being measured · 0% over 2 checks

Indonesia shipping for AI agents via Biteship: courier rates, create orders, track waybills.

MCP endpoint : https://logi-id.wishpool.app/mcp · website · measurements and details
USA Logistics (buy USPS/UPS/FedEx labels + tracking via EasyPost) Being measured · 0% over 2 checks

US shipping labels for AI agents: buy USPS/UPS/FedEx, track and refund via EasyPost.

MCP endpoint : https://logi-us.wishpool.app/mcp · website · measurements and details
UK Logistics (buy Royal Mail + more labels + tracking via Shippo) Being measured · 0% over 2 checks

UK shipping labels for AI agents: buy Royal Mail Tracked and more, track and refund via Shippo.

MCP endpoint : https://logi-uk.wishpool.app/mcp · website · measurements and details
supply-chain-logistics-mcp Private (key required)

MCP server giving AI agents one-connection access to supply-chain & logistics data: AIS vessel track

MCP endpoint : https://nexgendata--supply-chain-logistics-mcp.apify.actor/mcp · website · measurements and details
France Logistics (buy Mondial Relay + more labels + tracking via Shippo) Being measured · 0% over 2 checks

France shipping labels for AI agents: buy Mondial Relay and more, track and refund via Shippo.

MCP endpoint : https://logi-fr.wishpool.app/mcp · website · measurements and details
Germany Logistics (buy Deutsche Post + more labels + tracking via Shippo) Being measured · 0% over 2 checks

Germany shipping labels for AI agents: buy Deutsche Post and more, track and refund via Shippo.

MCP endpoint : https://logi-de.wishpool.app/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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