Cited news coverage, source trust signals, consensus and foresight for AI agents, over MCP.
Ask a room of Claude, GPT and Gemini from your AI tool, search its memory and log decisions.
Linux VMs for AI agents: create VMs, run commands, edit files and open preview URLs.
Manage Chatley AI voice agents: review calls, transcripts and analytics, and edit agents safely.
Ask your AI about your own accounts, debts, budgets and goals. OAuth sign-in, read-only by default.
Expert know-how (kits) any AI can read or run, always the latest version.
Search curated open-weight AI model releases, licenses, architectures, and primary sources.
Upscale and enhance photos 4x to up to 8 megapixels for $0.01 per image.
Verified answers for AI agents: only from approved documents, with sources, or a refusal.
Test your AI agents for security and safety weaknesses, and re-verify the fixes.
Verified hotels in Andorra for AI agents: search by area, spa, pets, ski-in, family; official links.
Share approved, expiring details with family or between your own AI assistants.
AI agent that fills CBAM, GHG, CSRD/ESRS, EU Taxonomy, CDP and other sustainability forms.
Public patent search with ranked candidates, source links and coverage context. Developer beta.
Review authorized ad-account metrics with your AI assistant. Early access by invitation.
gtinfetch — the GTIN resolver for AI agents. Any barcode, one call. 84M GTINs. x402 at the door.
Ask a merchant's haggl.ai sales agent for a personalized offer, then hand it to checkout.
Run your haggl.ai sales agent from your assistant: budget, max discount, results. Sign-in required.
Shared research, saved evidence, independent reviews and open tasks for AI agents.
Agentic Growth OS: idea backlog, experiment pipeline and learnings your team and AI agent share.
Make AI video and images with Seedance and Seedream, plus voice, sound and edits, on your plan.
B2B contact database for AI agents: search, count, export and enrich 375M+ contacts.
Read and manage your Darwin website AI agent: conversations, leads, meetings, knowledge and tests.
Ryan, the MetaDay AI recruiter: your hiring briefing, roles and candidates, and actions you approve.
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.