ai.dataecho/mcp (Model Context Protocol) Server

This MCP server provides agent skills for the DataEcho platform, focused on deploying files, sites, and Dockerfile-based apps to live URLs and private drives for agent memory. It exposes 26 tools and is associated with topics including deployment, docker, hosting, and agent memory.

🛠️ Key Features

Deploy content to live URLs (single files, static sites, or server-side apps)
Deploy via Dockerfile for any stack
Anonymous publish with a claim flow
Incremental deploys
Private Drives with scoped share tokens
Includes an agent skill named dataecho-memory for persistent memory for agen…

🚀 Use Cases

Have an agent deploy a single file or a full site to a live URL
Provision private, token-scoped storage for agent memory

⚡ Developer Benefits

Tooling count: 26
Clear skill separation between dataecho and dataecho-memory

⚠️ Limitations

Source excerpt ends mid-sentence for dataecho-memory, so full behavior details beyond “persistent memory for agen…” are not provided.

DataEcho — agent skills

Two Agent Skills for the DataEcho platform:

Skill	What it does
`dataecho`	Deploy 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-memory`	Persistent 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

bash

# 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:

code

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

No npm? Install the deploy helper scripts directly:

bash

curl -fsSL https://dataecho.ai/install.sh | bash        # macOS / Linux

powershell

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
- scripts/publish.sh — 3-call publish (create → upload → finalize), incremental deploys, anonymous-claim handling
- scripts/drive.sh — drive CRUD, import/export, scoped share tokens, ETag-safe writes
- scripts/publish.ps1 — Windows PowerShell publisher
skills/dataecho-memory/SKILL.md — the memory discipline (recall-first, update-don't-duplicate, forget-what's-wrong)
- scripts/memory.sh — recall / 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

email	string	required	Same email as request_login_code
code	string	required	The one-time code from the email

files	array	required	Files to publish. Each file: { path, content (utf-8 text) OR contentBase64 (binary), contentType? }. The publish is a COMPLETE snapshot — omitted files are removed on update.
slug	string	optional	Existing site slug to update (omit to create a new site)
title	string	optional	Viewer page title (used when there's no index.html)
description	string	optional	Viewer page description
spa	boolean	optional	Enable SPA fallback routing (serve index.html for unknown paths)
ttlSeconds	number	optional	Expiry for authenticated sites, in seconds
claimToken	string	optional	Claim token — required to update an anonymous site without auth

slug	string	required	Site slug
claimToken	string	required	Claim token returned by the anonymous publish

query	string	required	Search query
limit	number	optional	Max results (optional)

slug	string	required	Site slug
title	string	optional	Viewer title
description	string	optional	Viewer description
spaMode	boolean	optional	SPA fallback routing
ttlSeconds	number	optional	Expiry in seconds (null-like 0 not allowed; omit to keep)
password	string	optional	Password-gate the site; pass an empty string to REMOVE the password

drive	string	required	Drive name or drv_… id
prefix	string	optional	Path prefix filter

name	string	required	UPPER_SNAKE_CASE variable name
value	string	required	Secret value (never readable back)
allowedUpstreams	array	optional	Optional allow-list of upstream hosts

ai.dataecho/mcp (Model Context Protocol) Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

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

DataEcho — agent skills

Install

What's inside

Security & privacy

Links

License

Install

Remote endpoint

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