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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

45,319real tools
29,744callable over HTTPS
20,045measured
7,051proven reliable
TabRunner Not measured yet

Give browser tasks to TabRunner, an agent in your own Chrome that uses your logins.

Package npm : tabrunner-mcp · website · measurements and details
google-sheets Not measured yet

Create, read, and modify spreadsheet data, formatting, and sheets

Package pypi : mcparmory-google-sheets · website · measurements and details
GetQueryly — AI Data Analyst Being measured · 0% over 1 checks

Upload spreadsheets, get plain-English analysis with real computed charts and quality scores.

MCP endpoint : https://getqueryly.com/mcp/mcp · website · measurements and details
studio Reliable (measured) · 100% over 3 checks

Turn analyzed data into an Excel-like spreadsheet at a shareable URL: formulas, styles, filters.

MCP endpoint : https://api-studio.reogrid.net/studio/mcp · measurements and details
Text Spreadsheet Not measured yet

Read and filter Excel, ODS, CSV, SQLite, Parquet and MTSV files — or a directory — as plain text

Package pypi : text-spreadsheet · measurements and details
Spreadsheet DB Not measured yet

SQLite-authoritative entity database with an async Google Sheets projection for AI agents.

Package npm : spreadsheet-db-mcp · website · measurements and details
spreadsheet-kit MCP Not measured yet

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Package oci : ghcr.io/psu3d0/spreadsheet-mcp:0.11.1-full · website · measurements and details
Errandkit Spreadsheet Doctor Private (key required)

Clean, dedupe, join and reconcile CSV/Excel files. Runs on Apify, pay per use.

MCP endpoint : https://mcp.apify.com/?tools=errandkit/spreadsheet-doctor · website · measurements and details
Agent Spreadsheet MCP Not measured yet

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Package oci : ghcr.io/psu3d0/agent-spreadsheet:0.16.0-full · website · measurements and details
Google Sheets Not measured yet

Allow AI systems to read, write, and query spreadsheet data via Google Sheets.

Package npm : google-sheets-mcp · website · measurements and details
Microsoft SQL Server Not measured yet

MCP server for SQL Server metadata, parameterized queries, plan analysis, and writes opt-in.

Package nuget : Alyio.McpMssql · website · measurements and details
Crypto Data & Market Analysis Agent Flaky · 94% over 16 checks Partly does the job · 12/15

Crypto positioning and macro for agents: funding, open interest, execution cost, volatility

MCP endpoint : https://crypto-asistent.com/mcp · measurements and details
Unit 42 Threat Research & Malware Analysis — buy per-query in-session (unit42watch) Being measured · 50% over 2 checks Real task being tested · 1/1

Unit 42 malware analysis & threat research. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/unit42watch-unit-42-threat-research-malware-analysis-ed410c/http · website · measurements and details
Dietary Supplement Analysis (NIH data) Flaky · 92% over 12 checks Fails real tasks · 0/11

NIH supplement checks: upper limits, drug and herb interactions, FDA recalls, with citations.

MCP endpoint : https://agents.trackmysupplement.com/mcp · website · measurements and details
Microsoft Office Not measured yet

Microsoft Office MCP server: read and edit Word documents, Excel workbooks, and PowerPoint files

Package npm : @mindstone/mcp-server-office · website · measurements and details
iLook Face Analysis Reliable (measured) · 100% over 43 checks

Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools.

MCP endpoint : https://www.ilook.fit/mcp · website · measurements and details
GSC Wizard Private (key required)

SEO analysis of your Google Search Console, Bing Webmaster Tools and GA4 data. Google sign-in.

MCP endpoint : https://mcp.gscwizard.com/mcp · 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
MetricDuck — Financial Analysis Reliable (measured) · 100% over 43 checks

Research U.S. public companies from their SEC filings: financials, XBRL facts and filing text.

MCP endpoint : https://mcp.metricduck.com/mcp · measurements and details
data-report-mcp Not measured yet

Local-first CSV/XLSX analysis report MCP server (stats, Excel charts, Markdown), no upload.

Package oci : ghcr.io/diyaluo/data-report-mcp:v0.1.0 · 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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