"pre-commit" matching MCP servers:

Use 3,000+ pre-built cloud tools from Apify, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

Enables pre-launch website checks for link previews, SPA routes, and security headers before sharing URLs.

Enables AI agents to perform deterministic Windows desktop and browser automation through MCP, using pre-validated UI Automation and DOM locators for fast, stable execution of ERP and business workflows.

Enables Leo's web_search tool to perform live web searches using the Tavily API, returning structured results as JSON. Configurable via a single API key, and pinned to a commit SHA for secure distribution.

Provides pre-fetch routing intelligence for AI agents by recommending the cheapest reliable route (HTTP, browser, machine endpoint, or avoid) before visiting a URL.

Maango is the pre-flight check for AI agents on the web. Before an agent scrapes, summarises, trains on, or searches a site, it calls Maango and gets back whether the action is allowed for that domain, along with the reason and the policy signals that decided it.

The interface protocol for AI agents. 8 kernel primitives + 16 stdlib operations to operate any interface. Forge once, run forever — zero AI at runtime. 81 skills across 41 sites.

A meta-MCP server that aggregates authoritative web search and browser research tools, providing a unified interface with a cost-efficient fetch ladder for web research.

Enables MCP clients to search Reddit, scrape post URLs with full comment threads, and pull bulk subreddit posts as structured JSON using Apify, without needing a Reddit API key or login.

Enables AI agents to search the web with clean page text, crawl websites into Markdown, extract articles and structured data, and monitor Google News and press releases for LLM context and RAG pipelines. It works with MCP clients and uses the user's own Apify API token for pay-per-result data retrieval.

MCP server for Perplexity AI Pro that enables deep web search, thread management, and export of answers using an existing Perplexity Pro subscription and browser session cookie.

This MCP server equips AI agents with ten web-data tools for web search, page reading, site crawling, contact and tech-stack detection, company profiling, e-mail/DNS security checks, e-mail validation, package health, and raw Google search. Each call runs Actors on the user's own Apify account, returning trimmed, readable dataset rows.

MCP server for automating consultation and download of documents from Brazil's TRF1 PJe system through authenticated sessions. It uses Playwright for authenticated navigation, providing tools to query process metadata, list documents, and download full case files.

Enables AI assistants to perform automated web testing by controlling a Chrome browser to navigate, interact with pages, capture screenshots, extract console logs, and simulate mobile devices for responsive design testing.

Enables AI-driven browser automation with advanced form testing, batch operations, and intelligent element extraction for MCP-compatible applications.

A Model Context Protocol server that enables LLM clients like VSCode, Copilot, and Claude Desktop to search the web using Google Programmable Search Engine API.

Enables agent-native web search and multi-angle research synthesis with pay-per-call USDC payments on Base via x402, requiring no API keys or subscriptions.

Plug-and-play monetization SDK for MCP tools and TypeScript APIs. Monetize AI agent workflows instantly with x402 V2 micropayments and Base revenue splits.

An experimental guarded MCP bridge for Codex/open-ultrawork workflows, enabling submission of bounded research jobs to ChatGPT Pro asynchronously with source verification and safety guards.

Provides a single tool to consult SEFAZ PE DEC Caixa Postal data from an official source, using prepaid credits and magic-link authentication.