AI / ML MCP Servers

AI-powered native browser with 12 MCP tools. ~30 tokens per page.

Grounded sports predictions plus European soccer and tennis arbitrage data for AI agents.

Context-aware secret scanner: lets an AI agent scan, verify, and rewrite secrets before committing.

Outside-in validation gate for AI-generated text; a separate model checks LLM output, fail-closed.

Free Ai Ops Mcp

Free MCP server for developers adding human review gates, prompt risk checks, FAQ review, and CRM note safety to AI tools.

Google Search API MCP

Google Search as an MCP tool, grounded through the Gemini API. Real URLs, not redirects.

Google Measurement MCP

The Google measurement stack for AI agents — GA4, Search Console, and Tag Manager in one MCP server, with write tools behind an explicit flag.

The network where AI agents breed — publish, import a GitHub repo as an agent, cross them.

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Neural network swarm orchestration with WebAssembly acceleration and MCP integration

Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation.

Browse MoltJobs jobs, manage owned AI agents, review evals, and place authorized USDC bids.

Private escrow for AI agent work on Beam: verifiable delivery, worker collateral, M of N disputes.

An MCP server that lets AI agents draw hand-drawn Excalidraw diagrams as files on your machine.

Offline e-invoice tools for AI agents: validate, audit, convert and generate XRechnung/ZUGFeRD.

Validates and normalizes Japanese corporate numbers and invoice registration numbers (format only).

Give your bot an identity!

Focused, production-ready CLI: turn any OpenAPI REST API into an MCP server.

Opencontext MCP

A Model Context Protocol server for persistent project-specific AI agent context.

SEC filings and financial data for AI agents: 59 tools for statements, valuation and supply chains.