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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
19,913measured
6,428proven reliable
Google Apps Script MCP Not measured yet

MCP server for the Google Apps Script API: projects, code, versions, deployments and executions.

Package npm : mcp-google-apps-script · website · measurements and details
mcp-compiler-mcp Being measured · 100% over 2 checks Real task being tested · 2/2

Audits any live MCP server URL or GitHub repo on Glama's 6-dimension TDQS rubric and compiles drop

MCP endpoint : https://mcp-compiler-72343955726.us-central1.run.app/mcp/mcp-compiler · measurements and details
Compiler Explorer Being measured · 50% over 2 checks Real task being tested · 1/1

Compile code with thousands of compilers, inspect the assembly, and share godbolt.org links

MCP endpoint : https://godbolt.org/mcp · website · measurements and details
Bhasini Indic Languages Being measured · 100% over 2 checks Real task being tested · 2/2

Indic MCP: transliterate into all 22 Indian languages, convert scripts, keymaps. Hosted or local.

MCP endpoint : https://mcp.bhasini.com/mcp · website · measurements and details
Goyondo Private (key required)

Trip planner your AI assistant can plan and edit: persistent trips, group plans, booking records.

MCP endpoint : https://goyondo.run/mcp · website · measurements and details
appcraft Not measured yet

Deterministic Android app compiler — agents write a YAML model, the compiler emits the native app.

Package npm : @appcraft-io/mcp-server · website · measurements and details
OnlineCompiler.io Private (key required)

Run Python, Java, C, C++, C#, Go, Rust and 39 more languages, each run in a fresh, offline sandbox.

MCP endpoint : https://api.onlinecompiler.io/mcp · website · measurements and details
Language Detector API Being measured · 0% over 1 checks

Detect language from text via trigram analysis. 30+ languages, script detection. x402.

MCP endpoint : https://language-detector.api.klymax402.com/mcp · website · measurements and details
iz-tolk-mcp — Tolk Compiler for TON Not measured yet

Tolk smart contract compiler for TON — compile, check, and deploy from AI assistants

Package npm : iz-tolk-mcp · website · measurements and details
AgentDiet 4-Protocol MCP Glama 5.0/5.0 TDQS, A2A Card & x402/MPP Schema Compiler Being measured · 100% over 2 checks Real task being tested · 2/2

Audits any live MCP server URL or GitHub repo on Glama's 6-dimension TDQS rubric and compiles dro.

MCP endpoint : https://mcp-compiler.agentdiet.dev/mcp · website · measurements and details
Glob pattern compile, pattern discarded Not measured yet

Glob pattern compile, pattern discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/glob-ok/mcp · website · measurements and details
Regex compile check, pattern discarded Not measured yet

Regex compile check, pattern discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/regex-ok/mcp · website · measurements and details
HTML script tag count, markup discarded Not measured yet

HTML script tag count, markup discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/script-count/mcp · website · measurements and details
Sounio Compiler Not measured yet

Check, compile, run, and test Sounio programs locally.

Package pypi : sounio-mcp-server · website · measurements and details
HTML script tag count, markup discarded Not measured yet

HTML script tag count, markup discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/html-script-n/mcp · website · measurements and details
Priority — TypeScript Compiler Intelligence Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Stateless TS/JS compiler facts for agents: references, imports, impact. No repo index or OAuth.

MCP endpoint : https://semanticreader.dev/mcp/registry · website · measurements and details
Atlas Web Compiler & Scraper Private (key required)

Deterministic Zero-LLM Web Compiler, Scraper, Crawler, and Site Mapper for AI Agents.

MCP endpoint : https://api.atlas-compiler.com/mcp · website · measurements and details
orionbelt-semantic-layer Not measured yet

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

Package pypi : orionbelt-semantic-layer · website · measurements and details
Guild Wars 1 Build Compiler Reliable (measured) · 100% over 42 checks Fails real tasks · 0/42

GW1 build compiler: skill data, template code encode/decode, validation, hero roster. Read-only.

MCP endpoint : https://gw1-mcp.graphmaxer.workers.dev/mcp · website · measurements and details
PrePublish - YouTube script QA Flaky · 75% over 4 checks Real task being tested · 0/2

Audit a YouTube script before recording: hook, pacing, drop-off risk, copy-paste rewrites.

MCP endpoint : https://mcp.prepublish.ai · 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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