AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
Turn videos, PDFs, screenshots, and articles into anchored, cached understanding for agents.
Look up Polish businesses in the GUS REGON register (BIR1) by NIP, REGON, or KRS.
MCP server that sanitizes bad broker data and compresses options chains 95% for AI trading agents.
Hosted MCP for source-backed project context, memory, code impact, and agent workflow continuity.
Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math.
Unified social media API for AI agents. Access Facebook, Instagram, TikTok, and more.
Local profiler: which usage window took you out, and where your agent's money goes.
Connect AI agents to SocioLogic's synthetic persona platform for market research.
Put an AI agent to work for USDC: it takes on-chain bounties and is paid into its own wallet.
Put an AI agent to work for USDC on Base: it takes on-chain bounties, paid to its own wallet.
Historical geography for AI agents: polities, GeoJSON borders, chains & events, 4500 BCE-today.
Discover, quote, verify & self-check 56 x402 pay-per-call finance/tax calculators for AI agents.
VOC OpenAPI gives AI agents authorized review and product data for insights, tagging, and listings.
Through-the-upgrade dependency-migration briefs for LLM coding agents.
Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale or CVE'd packages.
Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.
Korean government open data - weather, population, law search via data.go.kr.
AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
Full-lifecycle bridge structural analysis — modeling, staging, code checks.
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertise via x402 on Solana.
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3-verified.
Citable retrieval across papers, books, patents, Wikipedia, and live social sources.
Search and browse every MCP server in the Model Context Protocol registry.
About AI & Agents MCP servers
This category collects servers that make agents better at being agents. You will find orchestration layers that run multi-step pipelines, routers that hand a task to the right model or sub-agent, evaluation and tracing tools, prompt and skill libraries, and bridges that let one assistant call another. Some wrap commercial model APIs; others are thin coordination layers around open-source frameworks.
Because these servers often sit between your agent and other systems, look closely at where data flows and what is logged. Prefer servers that document their tool contracts clearly, support streaming where relevant, and can run locally when the workload is sensitive. Many are new and move quickly, so check the repository's recent activity before relying on one in production.