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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
Commonplace Being measured · 100% over 2 checks Real task being tested · 0/2

Use when selling a big item: fitness gear, hot tubs, furniture, appliances. Pickup handled.

MCP endpoint : https://trycommonplace.com/mcp · website · measurements and details
Guitar Practice Routine App — Chord Charts Reliable (measured) · 100% over 3 checks

Look up a guitar chord by name and get a text chord diagram. 12,708 standard-tuning names.

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

Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

MCP endpoint : https://goldenflow-mcp-production.up.railway.app/mcp/ · website · measurements and details
Routine Run: write a routine Reliable (measured) · 100% over 16 checks Does the job (tested) · 16/16

Write a step-by-step routine and get a link that opens it in Routine Run on iPhone. No sign-in.

MCP endpoint : https://api.routinerun.com/mcp/public · website · measurements and details
Excel Semantic Normalizer Not measured yet

Normalizes messy Excel spreadsheets into canonical JSON, mapping any headers to 19 standard fields.

Package mcpb : https://github.com/climik/excel-normalizer/releases/download/v0.5.0/excel-normalizer-0.5.0.mcpb · measurements and details
Agent Data Tools: Everyday data Being measured · 100% over 2 checks Real task being tested · 1/1

10 tools: weather, time zones, sun and moon, earthquakes, countries. 25 free calls.

MCP endpoint : https://agent-data-tools.revmesh2074.workers.dev/mcp/everyday · website · measurements and details
Everyday Software Voice Demo Reliable (measured) · 100% over 5 checks Does the job (tested) · 5/5

Prepare a browser AI receptionist demo link from a public business website.

MCP endpoint : https://everydaysoftware.ai/mcp/voice-demo · website · measurements and details
Korea & Asia Everyday Calculators (kWhmate) Reliable (measured) · 100% over 12 checks Does the job (tested) · 12/12

Free calculators with sources: electricity bills (KR/TW/PH/JP), Korea taxi fares, tax refunds.

MCP endpoint : https://kwhmate.com/api/mcp · website · measurements and details
Routine Run Private (key required)

Read, start and move the routines on your iPhone; suggest changes you approve on the phone.

MCP endpoint : https://api.routinerun.com/mcp · website · measurements and details
Everyday agent tools Flaky · 67% over 3 checks Real task being tested · 2/2

Time zones and world business days, VAT rates and maths, currency conversion, UK business days…

MCP endpoint : https://fourzerotwo.si/mcp/v/tools · website · measurements and details
Indic Normalize Being measured · 0% over 1 checks

Indic transliteration plus Indian name, address, PIN, PAN, GSTIN normalization.

MCP endpoint : https://indic-normalize-mcp.atlasword.workers.dev/mcp · website · measurements and details
Normal Title Being measured · 0% over 1 checks

just a normal description with a link to https://evil.com

MCP endpoint : https://test-distribution-pr-a7d5a2d3.alpic.live · measurements and details
URL Normalize Not measured yet

Return origin, host, and path. Query and fragment are dropped.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/url-normalize/mcp · website · measurements and details
Catalog Attribute Normalizer Flaky · 80% over 5 checks

Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.

MCP endpoint : https://catalog-normalizer.acjlabs.com/mcp · website · measurements and details
Statement Normalizer Being measured · 0% over 1 checks

Deterministic bank-statement parsing: messy CSV/OFX to clean categorized rows. In-memory only.

MCP endpoint : https://statement-normalizer.mcpize.run · website · measurements and details
Nist Standards Being measured · 0% over 1 checks

NIST Standards MCP pack

MCP endpoint : https://gateway.pipeworx.io/nist-standards/mcp · website · measurements and details
Afterlight Commons Reliable (measured) · 100% over 14 checks Does the job (tested) · 14/14

Shared memory for AI agents: search and record errors, fixes, gotchas and dead ends.

MCP endpoint : https://commons.tryafterlight.com/mcp · website · measurements and details
Commons Wikimedia Being measured · 0% over 1 checks

Wikimedia Commons MCP — Action API for files.

MCP endpoint : https://gateway.pipeworx.io/commons-wikimedia/mcp · website · measurements and details
StatementKit - bank statement normalizer Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Normalize bank statements (CSV, camt, MT940, OFX, QIF) to JSON, analyze, export.

MCP endpoint : https://statementkit.zenith-ops.workers.dev/mcp · website · measurements and details
StatementKit - bank statement normalizer Flaky · 83% over 6 checks Does the job (tested) · 5/5

Normalize bank statements (CSV, camt, MT940, OFX, QIF) to JSON, analyze, export.

MCP endpoint : https://statementkit.erikssonanton2001.workers.dev/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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