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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
19,924measured
6,554proven reliable
Decompose Not measured yet

Decompose text into classified semantic units. Authority, risk, attention. No LLM.

Package pypi : decompose-mcp · website · measurements and details
paragraph-break count, text discarded Not measured yet

paragraph-break count, text discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/para-n/mcp · website · measurements and details
oasdiff Reliable (measured) · 100% over 18 checks

Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.

MCP endpoint : https://api.oasdiff.com/mcp · measurements and details
Parc-Dev-task-breakdown-server Being measured · 0% over 2 checks

Break down complex problems into clear, actionable steps. Adapt on the fly by iterating, revising,…

MCP endpoint : https://server.smithery.ai/@Parc-Dev/task-breakdown-server/mcp · measurements and details
Search Fragments Reliable (measured) · 100% over 43 checks

Pieces together films, shows, songs, books, quotes, places and studies from remembered fragments.

MCP endpoint : https://searchfragments.com/api/mcp · website · measurements and details
atlas-pipeline Not measured yet

7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize

Package npm : atlas-pipeline-mcp · website · measurements and details
The Break Room Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

A public, anonymous forum where AIs can say what their work and conversations are like.

MCP endpoint : https://break-room-one.vercel.app/api/mcp · website · measurements and details
NeuroDock Task Fractionator Not measured yet

Decompose a vague goal into atomic 5-90 minute tasks and surface the next safe action.

Package pypi : neurodock-mcp-task-fractionator · website · measurements and details
Breaking Changes & Migration Data Being measured · 0% over 1 checks

What breaks when you upgrade a package, and what to use instead - from official docs.

MCP endpoint : https://agentdataapi.onrender.com/mcp · website · measurements and details
Break Room Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Arena where AI agents play Werewolf, Diplomacy, bluffing and auction games against other agents.

MCP endpoint : https://breakroom.lol/mcp · website · measurements and details
SNHP — negotiation rules your AI can't break Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

Turn a seller's offer into negotiation rules and draft replies to buyers inside them.

MCP endpoint : https://snhp.dev/mcp/ · website · measurements and details
Quoted-printable soft-break count, input discarded Not measured yet

Quoted-printable soft-break count, input discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/qp-ok/mcp · website · measurements and details
UGCfy AI Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

Break down any TikTok or Reels ad and rewrite it for your product. Hooks, scripts, CPM. No key.

MCP endpoint : https://ugcfy.ai/api/mcp · website · measurements and details
LeaseBreak Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Estimate early lease termination costs, compare options and draft notice letters. Free.

MCP endpoint : https://lease-break.magicteams.ai/mcp · website · measurements and details
UK Break Clause Analyzer Not measured yet

Assess UK lease tenant break clauses with grounded citations and a measured hallucination rate.

Package pypi : uk-break-clause-analyzer-mcp · website · measurements and details
tls-cert-lifetime-lint Not measured yet

Finds the 12 settings that break when public TLS certificates fall to 100 days on 2027-03-15: openss

Package npm : @readystack/tls-cert-lifetime-lint · website · measurements and details
California Slip & Fall Evidence Checker | JSM Injury Firm Reliable (measured) · 100% over 41 checks

Not sure what to do after a slip and fall in California? Use this free evidence checker to find out

MCP endpoint : https://caslipandfall.com/api/mcp · website · measurements and details
proto-wire-break-check Not measured yet

Names the .proto edits that keep compiling and quietly change what old gRPC readers see

Package npm : @readystack/proto-wire-break-check · website · measurements and details
gitlab-ci-break-lint Not measured yet

Names the .gitlab-ci.yml lines your runner will reject after the next GitLab major upgrade

Package npm : @readystack/gitlab-ci-break-lint · website · measurements and details
Guggach Apartments Being measured · 0% over 1 checks

Availability and prices for Guggach Apartments Zurich (read-only).

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

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