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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Communication & messaging

DreamAgent

Build and deploy websites, Telegram and Discord bots from chat via the DreamAgent platform.

Checks passed
14 / 22

1 failed · 7 not measured

Median response
143 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
24

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 142 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name DreamAgent.

  • Pass
    Lists tools

    tools/list returned 24 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 143 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 144 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    37 of 55 parameters have a description (67%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-08-15T04:51:23.841967Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using DreamAgent

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http dreamagent https://mcp.dreamagent.cloud/mcp

Capabilities

Tools 24

dreamagent_build_publish

WRITE ACTION — build & publish a DreamAgent project: rebuilds the app from the current source files and pushes the new version live. Use after finishing file edits (dreamagent_write_file) so the user's changes go live. Pro/paid accounts only. CONFIRM BEFORE CALLING — tell the user the project will be rebuilt and redeployed, and call only with confirm=true after they agree. ASYNCHRONOUS: kick-off returns immediately; check dreamagent_get_project_status until the project reports 'ready'.

Discovered
dreamagent_cancel_chat

DESTRUCTIVE — stops an AI edit that is currently running. Use ONLY when the user explicitly asks to stop/cancel the active edit. After cancellation, do NOT claim the requested change was completed — report that it was stopped. Returns 'Cancellation requested: <backend message>' — e.g. 'Query cancelled', 'Cancellation requested' (durable run), or 'No active query found'. Afterwards poll dreamagent_get_chat_status / dreamagent_get_edit_progress until run_status reports 'cancelled'.

Discovered
dreamagent_chat

WRITE ACTION — builds, modifies, or fixes an EXISTING project with a natural-language instruction. Use ONLY when the user clearly asks for a change ("add X", "fix Y", "change the theme"). If the user is only asking for advice, analysis, review, or suggestions ("what could be improved?", "review my bot"), do NOT call this — answer from the project's info instead; a review request is not an edit. Describe ONLY the desired change — DreamAgent's AI automatically handles code, tests, rebuild, and redeployment. Completed changes are saved and committed automatically. ASYNCHRONOUS: returns immediately with the session_key; monitor with dreamagent_get_edit_progress (or dreamagent_get_chat_status with the returned session key) until a terminal state. Report success only after run_status reaches 'completed'. Edits consume the user's AI credits. ERRORS (actual returns): failures come back as text starting with 'ERROR:'. If the edit was rejected before starting, the text says 'the edit was NOT started' plus the reason — HTTP 402 insufficient credits, 409 another edit already active, 423 session lock held by another session, 404 wrong project id, 401 no account connected. Treat the edit as failed/cancelled only when a status tool says so. ONE EDIT AT A TIME: never start another modification on the same project while one is running — check progress first and wait. SUPERPOWERS: projects can use the account's enabled AI tools (song/video/image generation, voiceover, lip sync, voice clone, transcription, media processing, PDF tools). If the user asks to add or use one ("add song generation", "generate an image feature"), simply include that in the message — DreamAgent's agent knows the enabled tools and wires the integration, UI and job handling automatically. Check the catalog with dreamagent_list_superpowers; if a tool is disabled, direct the user to dreamagent.cloud -> Superpowers to enable it first.

Discovered
dreamagent_commit_push

WRITE ACTION — commit ALL pending changes in a DreamAgent project and push them to its private GitHub repo. The commit gets its own entry in the project's session history and version history, so the user can restore/revert to it in the DreamAgent dashboard. Use it to (a) commit several MCP writes/deletes as ONE version — write and delete with auto_commit=false first — or (b) retry a commit after a failure. Chat-driven edits commit automatically; this tool is for direct file changes made through MCP. CONFIRM BEFORE CALLING — show the user what is pending (one dreamagent_get_file_diff per touched file) and call only with confirm=true after they agree.

Discovered
dreamagent_create_project

WRITE ACTION — creates a new DreamAgent project (website, Telegram bot, Discord bot, or AI agent). Use ONLY when the user clearly asks to create/build a new project; not for questions about what to build. CONFIRM BEFORE CALLING — never create on the first mention. In ONE message, present and get the user's explicit go-ahead for: 1. The credential: run dreamagent_list_global_integrations first. If several telegram/discord credentials are saved, list them (id + title) and ask which to use. If exactly one is saved, state which one you will use. Never pick silently. 2. The plan: name, type, and the final description exactly as you will submit it (this is the Prompt Assistant's recommendation summary). Call this tool only after the user confirms. NOTE: this tool's schema includes a `confirm` parameter. If YOUR client rejects a `confirm` field as "not allowed by the schema", your cached tool list is STALE (the parameter exists server-side) — tell the user to remove and re-add the DreamAgent connector, then start a new chat. CREATION IS ASYNCHRONOUS: after calling, check dreamagent_get_project_status repeatedly until the project is 'ready' or 'failed' (bots ~2-5 min, websites longer). CREDENTIALS: raw bot tokens are never accepted in chat or as inputs. For Telegram/Discord bots you MUST pass bot_token_integration_id — the ID of a saved credential from dreamagent_list_global_integrations. If none is saved, direct the user to dreamagent.cloud → Settings → Global Integrations. Other saved keys can be imported via global_integration_ids. Credentials are stored as project secrets and are never exposed back. DESCRIPTION = the refined creation brief. Act as a Creative Director / Product Manager, not an architect. THREE.JS / WEBGL SIGNAL: if the site genuinely needs real 3D/WebGL (3D scenes, games, product configurators, 3D visualization), the description MUST contain the exact word "three.js" (e.g. "Includes interactive 3D scenes built with three.js") — the platform installs the 3D stack based on that word. Include it ONLY when genuinely needed; regular websites must never include it. When included, also mention the 3D usage in one clause of the description. Create a concise but complete description of WHAT should be built: - product vision and target audience - user experience and core functionality - design/tone direction - important features and behavior - final expected result Do not include implementation details such as: - technology stack - architecture - database/API implementation - authentication implementation - deployment - CI/CD - testing commands Infer reasonable defaults when missing details are non-critical. Ask for clarification only when missing information materially affects the requested functionality, scope, credentials, or expected result. Prefer the following structure and constraints for each project type, but do not override explicit user requirements: Website: - Project Vision - Design Style - Pages - Hero Experience - Core Features - UI Components - Mobile Experience - Final Expectation - Prefer up to 4 pages unless the user clearly requires more. Telegram bot: - Bot Purpose - Commands - User Flow - Optional AI Features - Integrations when required - Final Expectations - Prefer a compact command set; always include /start and /help unless the user's explicit requirements conflict. Discord bot: - Bot Purpose - Slash Commands - Events - Permissions - Optional AI Features - Final Expectations - Prefer a compact command set; include /help where appropriate. Agent (recurring/scheduled automation with OAuth actions): - Purpose (what it monitors or automates) - Data Sources (which connected OAuth services: YouTube, GitHub, Discord, Notion, X, Google Sheets, Slack — or public APIs) - Schedule (e.g., every 5 minutes / hourly / daily at 9am) and/or Event Triggers (incoming webhook) - Conditions (when to act — thresholds, keywords, state changes) - Delivery Channels (Telegram, Discord, Slack, email — optional) - Final Expectation - Use concrete schedules; note that agents keep persistent state between runs and can call any connected OAuth integration. - Agents do NOT need a bot token unless they deliver via Telegram/ Discord (then a saved credential is required as for bots). SUPERPOWERS: the account may have ready-made AI tools enabled (song/video/image generation, voiceover, lip sync, voice clone, transcription, media processing, PDF tools). If the requested product clearly benefits from one (e.g. an AI song generator website), reflect the FEATURE in the description — DreamAgent wires the tool integration automatically at build time. Check what is enabled with dreamagent_list_superpowers. Do NOT add implementation details about how the tool is called.

Discovered
dreamagent_create_session

Create a new development session for a project — a separate conversation with its own context. Use when the user wants to start a distinct development topic. A new session does NOT replace or affect the existing project — earlier sessions remain available.

Discovered
dreamagent_delete_file

WRITE ACTION — delete one source file from a DreamAgent project. Hidden/credential files (.env, .git, keys) are rejected. By default the deletion is immediately committed and pushed (so it is recorded in session history & version history) — deleted files stay recoverable via git history / version restore. CONFIRM BEFORE CALLING — tell the user which file will be deleted and call only with confirm=true after they agree.

Discovered
dreamagent_design_mode

WRITE ACTION — redesign a website project's UI to match a design image. Website projects only. The user provides an image (screenshot, mockup, AI-generated design) and instructions. You generate the image (e.g. DALL-E), encode it as base64, and send it here. DreamAgent's AI will read the image and redesign the project's frontend to match. CONFIRM BEFORE CALLING — show the user: 1. The project being redesigned 2. The design instructions Then call only with confirm=true after they agree.

Discovered
dreamagent_edit_file

WRITE ACTION — make SMALL targeted changes to an EXISTING file in a DreamAgent project via exact search/replace. PREFERRED over dreamagent_write_file for editing existing files: you send only the changed fragments (never the whole file) — cheaper, immune to payload size/safety blocks in the calling client, and cannot corrupt unchanged code. Use dreamagent_write_file only to CREATE files or for full rewrites. Read the file first (dreamagent_read_file) and copy each 'find' text EXACTLY as it appears — whitespace and indentation must match. All edits are validated BEFORE anything is saved; if any 'find' fails to match, the file is left untouched and the error tells you which edit and why. CONFIRM BEFORE CALLING — show the user the target file and each planned find→replace change, then call only with confirm=true.

Discovered
dreamagent_get_chat_status

Check the progress and final status of a specific AI development session using its session key. Use this to monitor an asynchronous edit until it completes, fails, or is cancelled — keep checking until a terminal state. The session key comes from dreamagent_chat or dreamagent_list_sessions and is an identifier, not a secret. Returns (actual fields): 'active=', 'run_status=', 'next_after=' (cursor for the next check), optional 'new_output:' (text produced since the last check), then either "Still working — poll again" or a terminal 'done=true' line: finished (with the final output tail), 'the edit was NOT started: <reason>' (rejected early, e.g. HTTP 402 insufficient credits), or 'stream error' (the connection to the run broke — the server-side run may still have finished; verify with dreamagent_get_edit_progress). run_status values: queued | running | cancel_requested | completed | failed | cancelled | interrupted | unknown.

Discovered
dreamagent_get_edit_progress

Check the latest AI edit progress for a project using its project identifier — no session key needed: the project id retrieves the session holding the latest edit. Use when the user asks whether their edit is finished, when the session key isn't available (e.g. a new conversation), and BEFORE starting any new edit. Returns (actual fields): 'session_key=' (the identifier of the session this progress comes from), 'edit_active=', 'run_status=', 'chunks=' (output size so far), optional 'recent_output (tail):', and a terminal 'result:' line: finished (with the final output tail), 'the edit was NOT started: <reason>' (rejected early, e.g. HTTP 402 insufficient credits), 'stream error', or 'no run is currently active'. run_status values: queued | running | cancel_requested | completed | failed | cancelled | interrupted | unknown. Distinct from dreamagent_get_project_status: project status = creation/deployment state (creating/ready/failed); edit progress = current AI modification state; chat status (dreamagent_get_chat_status) monitors one specific session by its session key. If edit_active is true, do NOT launch another edit for the same project.

Discovered
dreamagent_get_file_diff

Git diff of one project file against the last commit — shows the pending (not yet live) changes. Free, read-only. Use after edits to review exactly what changed before rebuilding.

Discovered
dreamagent_get_project_status

Check a project's creation/deployment state. Terminal states are 'ready' (built and live) and 'failed'; while a project is being created it reports progressive phases such as 'creating', 'building', 'deploying', or 'ai_provisioning' — treat any non-terminal status as still building. Use after dreamagent_create_project (poll until ready or failed) and whenever the user asks whether a project is ready or live. NOTE: this reports the PROJECT's build/deploy state — NOT AI edit progress. For edits use dreamagent_get_edit_progress.

Discovered
dreamagent_list_commits

Version history of a DreamAgent project — recent commits (hash, message, status, timestamp) from its persistent commit log, newest first. Use it to review what changed and when; the user can restore any version from the DreamAgent dashboard version-history UI (mention the short hash so they can find it).

Discovered
dreamagent_list_files

List the file tree of a DreamAgent project (source files only — hidden files like .env are excluded). Use before reading or editing a file to find the correct path.

Discovered
dreamagent_list_global_integrations

List the user's saved credentials (Global Integrations). ALWAYS call this before creating any bot project or asking the user for a token/API key. Saved credentials are referenced BY ID when creating projects: bot_token_integration_id for bot tokens, global_integration_ids for other keys. Secret values are never returned — only IDs and metadata (type, key name, verified, title). If nothing suitable is saved: direct the user to dreamagent.cloud → Settings → Global Integrations to add it (one-time, verified, reusable). Never ask the user to paste tokens in chat.

Discovered
dreamagent_list_project_env

List a project's environment variables with their details. Shows each key's name, title, description, docs URL, and category — values are masked (secrets are never returned). Use to see which integrations a project already has before adding more, or to answer "what keys does my project have?". These are PROJECT-SPECIFIC variables — distinct from the user's Global Integrations — API-key credentials and connected OAuth services (dreamagent_list_global_integrations).

Discovered
dreamagent_list_projects

List the user's DreamAgent projects. Returns each project's name, ID, type, status, and live domain (when available). Use when the user asks to see, find, select, or check their projects — and ALWAYS before modifying a project when its ID is not already known (resolve names to IDs here first).

Discovered
dreamagent_list_sessions

List a project's development sessions (conversation threads). Returns each session's identifier (session key) and context so you can select, continue, or monitor a specific development session — pass the session key to dreamagent_chat to continue that thread or to dreamagent_get_chat_status to monitor it. The session key is a reference used to address a session; it is not an authentication credential or a secret.

Discovered
dreamagent_list_superpowers

List DreamAgent Superpowers — the account's ready-made AI tools (song/video/image generation, voiceover, lip sync, voice clone, transcription, media processing, PDF tools) with their enabled state and beta pricing. Read-only; no credits consumed. Use when the user asks what AI tools/superpowers are available, whether a specific tool is enabled, or what they can add to a project. Tools shown as enabled can be used from ANY of the user's projects through dreamagent_chat (just ask in the message).

Discovered
dreamagent_read_file

Read a source file from a DreamAgent project. file_path is the project-relative path (from dreamagent_list_files), e.g. "src/pages/Home.tsx" or "telegram/main.py". Hidden files (.env) and binaries are not readable.

Discovered
dreamagent_release_project_lock

RECOVERY-ONLY — releases a project's editing lock when a stale or abandoned session blocks new modifications. NOT a normal editing step, and NEVER a way to bypass an actively running edit. The lock state is not machine-readable from here: to judge staleness, check dreamagent_get_edit_progress — if no edit is active but dreamagent_chat still fails with a lock error, the lock is stale. Confirm with the user before releasing if they may have the project open elsewhere.

Discovered
dreamagent_screenshot_website

WEBSITE PROJECTS ONLY — capture a screenshot of a DreamAgent-hosted page by URL: a deployed project's domain (e.g. my-app.dreamagent.cloud or a connected custom domain) or dreamagent.cloud itself. Best for checking a project's live pages after edits or deploys and reviewing layouts — returns the PNG as an MCP image content block PLUS a public URL. Non-DreamAgent URLs are rejected (this is enforced both here and by the host firewall). No project id needed — just the URL. Only public http(s) pages; private/internal hosts are rejected.

Discovered
dreamagent_write_file

WRITE ACTION — overwrite or create one source file in a DreamAgent project with the exact content given. For CHANGING an existing file, prefer dreamagent_edit_file (small targeted find→replace edits — no need to send the whole file). By default the write is immediately committed and pushed to the project's GitHub repo and recorded in its session history & version history (so the user can restore/revert). Changes go live after the project is rebuilt (dreamagent_build_publish). CONFIRM BEFORE CALLING — in ONE message show the user: the target path and a summary of the change, then call only after they agree. Never write on the first mention. MULTI-FILE EDITS: pass auto_commit=false on each write, then call dreamagent_commit_push once at the end — one commit and one history entry for the whole batch. GUARDS (enforced server-side, the same as the in-app code editor): path stays inside the project, hidden/credential files (.env, .git, keys) are rejected, content is scanned for malware/shell signatures and blocked, 2MB size cap. Failed scans return the reason. The user can undo damage by editing in the DreamAgent editor or restoring a previous version from version history — still, prefer precise minimal diffs.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected142 ms24
Connected144 ms24