How to integrate Memelord MCP with Atomic Agent

Connect Atomic Agent to Memelord MCP. Search meme templates for reaction images, generate a captioned meme from a template, and more using natural language, with authentication handled for you.

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Dcr OauthApi Key

Memelord MCP is a hosted meme creation service for searching templates and working with image and video memes. It provides one MCP connection for discovery, generation, editing, uploads, and Jester.

19 Tools

Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Memelord.

This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Memelord account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to Memelord

Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.

Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

Connect Memelord to Atomic Agent

  1. Sign up or sign in to the Composio dashboard. Copy your API key.
  2. In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
  3. Ask Atomic Agent to do something in Memelord. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Memelord account, then return to Atomic Agent to continue.

Headless setup

Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY

What is the Memelord MCP server, and what's possible with it?

The Memelord MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Memelord account. It provides structured and secure access to meme templates, image and video generation tools, media uploads, video jobs, and Jester, so your agent can search templates, create memes, edit existing memes, upload media, and track video work on your behalf.

  • Meme template discovery: Have your agent search meme, video, and sticker templates, find trending formats, and retrieve template details before creating content.
  • Image meme creation and editing: Instruct your agent to generate caption memes or AI-remixed image memes, then change the text on image memes you have already created.
  • Video meme generation: Let the agent create AI-captioned video memes from a topic, check video job status, and list recent video jobs with their current status and available video links.
  • Media uploads and creative tools: Direct your agent to upload your own photos or videos, use them as references for meme creation, and run available image, video, and character-transpose tools.
  • Jester-powered meme assistance: Have your agent send a natural-language request to Jester for meme work, while checking your Memelord account details, usage balance, and access to billable tools.

Use Memelord from Atomic Agent

With your account connected, ask Atomic Agent to work with Memelord in natural language. You can connect more apps through the same Composio integration as you need them.

Visit the Atomic Agent website or inspect the Atomic Agent source code.

Troubleshooting

Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See Composio pricing for the current limits that apply to your connection.

TOOLS

Supported Tools

Every Memelord MCP action and event your agent gets out of the box.

Check video status

Check one video job from any video-producing tool.

Create media upload url

Start a direct upload for a file too large to send inline (over 3 MB), typically a video.

Edit meme

Change the text of an image meme you already generated.

Edit video meme

Rewrite the caption of a video meme and re-render it.

Generate ai meme

AI-remixed image memes: Jester picks a meme template (or uses template_id), AI-edits the picture itself to fit the joke — swapping subjects, adding objects, or painting in people and products from reference_image_urls — then captions it.

Generate caption meme

Classic caption memes: Jester picks a real meme template from the library (or uses template_id), writes new text for its caption slots, and renders that text on the unchanged template image.

Generate video meme

Generate AI-captioned video memes from a topic.

Get account

Return the authenticated Memelord account: user id, display name, email, usage balance (USD, rounded to cents), whether billable tools can run, where to add credits, and how this MCP session is authenticated (OAuth or API key).

Get meme template

Fetch one template asset by id: name, type (meme | video | sticker), media URL, description, tags, dimensions, and how many text slots its layout has.

Get trending memes

What's trending right now: the most recent curated trending templates with a short cultural-context blurb explaining the format.

List image tools

Catalog of one-shot image tools you can run with run_image_tool: celebrity face swaps (Trump, Elon, Zuck, Vance, …), filters (Bust Down, Wojakify, GigaChad, Looksmaxxing, mugshot, Windows 95), and text-to-image generators (mascots, logos, Pokémon-style cards).

List video jobs

List your recent video jobs from every video tool, newest first, with status and MP4 URLs.

List video models

List the pro AI video models this account can run — Kling 3.

Run agent

Hand a natural-language request to Jester, Memelord's full meme agent — the same brain behind the Memelord chat.

Run genjutsu

Genjutsu character transpose: put a person or character into an existing video clip while keeping its motion, choreography, camera, timing, and audio ("put me in this music video", "swap the dancer for my character").

Run image tool

Run one specific image tool from list_image_tools by tool_id — e.

Run video model

Generate new AI video footage with one model from list_video_models: from a prompt alone, a start frame (image_url, optional end_image_url), or reference images / clips / audio.

Search memes

Search Memelord's template library of memes, video clips, and stickers.

Upload media

Upload the user's own photo or video into their Memelord Uploads and get back an https url to pass to generate_ai_meme reference_image_urls, run_image_tool image_url, run_agent image_urls, run_genjutsu character_image_urls / video_url, or run_video_model image and reference fields.

FAQ

Frequently asked questions

With a standalone Memelord MCP server, the agents and LLMs can only access a fixed set of Memelord tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Memelord and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Memelord tools.

Yes, absolutely. You can configure which Memelord scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Memelord data and credentials are handled as safely as possible.

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