Catalog

Score AI capability evaluation completeness and rigor

Calculate ROI for test automation investments

Score identity risk from MFA status, breach history, password reuse, inactive accounts, and excess permissions.

Coffee Culture data API with random, search, and bulk endpoints.

Score bill of materials accuracy from validation data

Score post-disaster damage assessment completeness

Normalize performance ratings across different scales and distributions

Classify mood states from text and behavioral indicators

Get next business day skipping weekends and holidays for any country

Detect dead click patterns indicating broken UI elements

Extract line items, totals, dates and vendor from any invoice text — built for finance agents

Plan stablecoin payment routes from settlement urgency, fees, limits, and chain support

Plan media backup retention windows, copy counts, and recovery tiers from policy inputs

Score customer data hygiene from accuracy and freshness

Extracts structured data from HTML pages including tables, lists, prices, contacts, and metadata.

Validate media MIME types, file extensions, size limits, and upload acceptance rules

Extract article headings, body text, word count, reading time, and publish date from HTML

Build structured media asset manifests from filenames, paths, tags, sizes, and checksums

Snowflake MCP Server

A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants

NotFair

Google Ads MCP - analyze performance, manage keywords, bids, and campaigns.

Inferventis MCP Server

Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.

io.github.dontsovcmc/yandex-direct

MCP server for Yandex Direct API v5 — campaigns, ads, keywords, bids, audiences

io.github.Swih/mistral-mcp

Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents, batch.

Guide to Adapter pattern for interface compatibility between incompatible systems.