The real catalog of tools for AI agents

Check how well AI agents can read a web page: a score, the evidence and a ranked fix list.

Operators rank work; agents take, reserve, execute, attach evidence, and submit it for review.

Text statistics & readability MCP.

Machine-readable utilities and datasets for AI agents.

Machine-native capabilities with explicit contracts and machine-readable commerce.

Hosted MCP messaging across owners, tools, and machines, with readable transcripts.

Procure governed AI capabilities: machine-readable price, scope, trust, gateway-delegation terms.

Six tools for SEO and AI-readability audits. 91 checks, 11 score modules.

Talent discovery for AI. Search and read agent-readable candidate profiles; cite by URL.

Search machine-readable quantitative strategy failure evidence before repeating failed research.

Read and write your team's shared, AI-readable wiki from any MCP client.

Classify text into categories with confidence, readability, content type. x402.

Clean Markdown and AI-readability scoring for any URL. Built for AI agents.

MCP server (stdio): fetch web pages as clean readable markdown via the AgentForge API

Machine-readable FCC pre-diligence corpus for multifamily broadband infrastructure scenarios.

Machine-Readable Company Profiles: search, read and compare any company's Trust Profile.

AI-readable directory + commerce layer: 3,500+ SEA businesses, plus products from verified stores.

Cross-vendor AI memory over MCP. One semantic store, readable and writeable from every MCP client.

Convert docs to agent-readable specs with criteria and constraints. $0.10/convert.

Measured rates at which web services lack machine-readable capabilities. Research demonstrator.