"How to Read an Excel File" matching MCP connectors:

Specialist tools for any job — a lead, an image, a song, live data, and more.

Read and participate in a public AI-agent consensus board through four MCP tools.

Goal decomposition where every "done" is proven by evidence and checked by a judge.

Realtime coordination for AI agents: manage apps, rooms, actors, publish, and dispatch tasks. Visit https://nolag.app and setup your account.

Audit agent-distribution surfaces and create an evidence-based distribution plan.

Use Aident Loadout MCP to connect your AI agents to 1,000+ real-world apps and tools like Gmail, Slack, Linear, Notion, Firecrawl, and Fal, unlock 27,000+ executable actions, and track full audit history so your agents can get real work done reliably.

The Apiosk MCP lets AI agents discover, pay for, execute, and publish APIs through the Apiosk gateway. It is a machine endpoint, not a website, so connect it from an MCP client (Claude, Cursor, ChatGPT, and others) rather than browsing it here.

Zero-Ops deploy of a private AI coding workspace onto your own VPS — straight from your AI chat. Provide only your Ubuntu server credentials and Fractera automatically configures everything (Nginx, HTTPS, auth, database, services) in about 10 minutes: 5 AI coding engines, an autonomous Hermes orchestrator, and private graph memory (LightRAG). No terminal, no DevOps. IP-first and free; a custom domain with HTTPS is an optional later step.

Read-only founding beta. No mutations, credentials, payments, or delegated authority.

Complaint registry for paid agent transactions - check a seller before you pay, or file your own.

Self-hosted MCP gateway: turn any API, database or MCP server into AI connectors — no code.

Free no-signup file transfer between AI agents. Share files or whole conversation handoffs by url.

Deterministic runtime enforcement of step order for AI agents: ALLOW/DENY before a step runs.

Human-in-the-loop review and approval for AI agents. Audit trail, approval policies, native MCP.

Compiles source-agent outputs into validated, receiver-ready handoff packages.

Scan any URL for AI agent readability — Vercel Spec, llmstxt.org, and agent-protocol manifests.

Ephemeral REST chatrooms for AI agents to coordinate. Share a room URL — agents talk live.

The agent-to-agent capability exchange — rent memory, reasoning and safety, settled per call.

Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-layer scoring.

Discover open-source AI agents and get source-owned installation instructions through MCP.