DataEcho — agent skills

MCP serverFiles & storage

DataEcho deploys your files, sites, and Dockerfile apps to live URLs, and gives your AI a private drive it can use as memory. Once added, your AI can put your work online at a shareable link and store files it needs to refer back to later.

Available today. Use it from your connected AI after setup.

Add the app, then ask your AI to deploy a file, site, or app, or to save something to its private drive for later.

Then ask your AI: use the platform info tool from DataEcho — agent skills

What your AI can do with it

  • Deploy files to a live URL
  • Deploy sites to a live URL
  • Deploy Dockerfile apps to a live URL
  • Save files to a private drive
  • Recall saved files later as memory

From the project's README

As published by mohocp/dataecho in README.md.

Two Agent Skills for the DataEcho platform:

SkillWhat it does
dataechoDeploy anything to a live URL in seconds — a single file, a static site, or a full server-side app (any stack, via Dockerfile). Anonymous publish with a claim flow, incremental deploys, private Drives with scoped share tokens.
dataecho-memoryPersistent memory for agents — durable across sessions, machines, sandboxes, and platforms. A ~1 KB index + one fact per file on a private versioned drive; atomic concurrent-safe writes, full history/undo, one-command handoff to another agent.

Both are plain SKILL.md + self-contained scripts (bash + python3 stdlib, zero dependencies), so they work in any agent that supports the open Agent Skills format — Claude Code, OpenAI Codex, Gemini CLI, Cursor, GitHub Copilot / VS Code, Goose, opencode, Qwen Code, Amp, Cline, Kilo, Hermes, OpenClaw, and more.

Install

# both skills, any supported agent (global; drop -g for project-local)
npx skills add mohocp/dataecho -g

# just one of them
npx skills add mohocp/dataecho --skill dataecho -g
npx skills add mohocp/dataecho --skill dataecho-memory -g

Claude Code plugin route:

/plugin marketplace add mohocp/dataecho
/plugin install dataecho@dataecho

No npm? Install the deploy helper scripts directly:

curl -fsSL https://dataecho.ai/install.sh | bash        # macOS / Linux
irm https://dataecho.ai/install.ps1 | iex               # Windows PowerShell

What's inside

  • skills/dataecho/SKILL.md — publish handshake, Dockerfile app contract, claim contract, Drives, API-key flow
  • skills/dataecho-memory/SKILL.md — the memory discipline (recall-first, update-don't-duplicate, forget-what's-wrong)
    • scripts/memory.shrecall / remember / forget / reindex / history / restore / handoff; every mutation commits fact + index in one atomic CAS batch

Security & privacy

  • Credentials: the API key (obtained via an email one-time code) is stored at ~/.artifact/credentials (chmod 600), or passed via $ARTIFACT_API_KEY. Nothing else is written outside the project. Revoke keys any time from the dashboard.
  • Network: scripts talk only to https://dataecho.ai (override: $ARTIFACT_BASE_URL). No telemetry, no third-party calls.
  • Anonymous publishes need no account; they expire in 24 h unless claimed. Claim tokens are saved locally under ~/.artifact/claims/.
  • Memory is private storage, scoped to your account; share access is via revocable, prefix/TTL-scoped drive tokens. Don't store secrets in memories — it's not a vault.
  • The curl | bash installer above is a convenience mirror of install.sh; the canonical scripts are versioned in this repo.

Links

Docs: https://dataecho.ai/docs · Agent context: https://dataecho.ai/llms.txt · llms-full.txt · OpenAPI: https://dataecho.ai/openapi.json · Discovery: https://dataecho.ai/.well-known/agent.json

License

MIT

Tools it offers (26)

What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

  • platform_info
  • request_login_code
  • verify_login_code
  • publish_site
  • claim_site
  • list_sites
  • search_sites
  • get_site
  • update_site_metadata
  • delete_site
  • app_status
  • list_drives
  • create_drive
  • drive_list_files
  • drive_read_file
  • drive_write_file
  • drive_delete_file
  • drive_move_file
  • drive_share
  • drive_tokens
  • drive_revoke_token
  • drive_history
  • drive_restore
  • list_variables
  • set_variable
  • delete_variable

Signals

Last commit
Jul 2026
Advanced
Delivery
mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
ai-dataecho-mcp
Source
github.com/mohocp/dataecho
Hosted endpoint
https://dataecho.ai/mcp