What is Studio By Ai21 Labs MCP?

It's an MCP (Model Context Protocol) server that connects Studio By Ai21 Labs to your AI, giving the agent tools to act on your data — through a single remote link.

Which AI clients does it work with?

Any MCP-compatible client: Claude (web, desktop and mobile), Cursor, ChatGPT with connectors, OpenClaw and other agents.

No. Paste the remote URL into your client, authenticate once, and you're done — no packages to install, no code to write.

Is it secure? Can the AI change my data?

Access is authorized by you and can be revoked anytime. Permissions follow what Studio By Ai21 Labs exposes; you approve them when connecting.

How much does it cost?

You start free and upgrade when you need more usage. Billing and limits are managed in your mcp.ai account.

Can I cancel anytime?

Yes. Plans are monthly and can be cancelled at any time, with no lock-in.

Studio By Ai21 Labs MCP Server and REST API

Studio By Ai21 Labs

Connect your Studio By Ai21 Labs account and use 57 tools for AI models straight from your AI agent. Connect with your own API key. AI21 Studio provides API access to Jurassic-1 large-language-models. Our models power text generation and comprehension features in thousands of live applications.

Install in your client

MCP server URL

https://api.mcp.ai/p_studio_by_ai21_labs

Secure connection via OAuth 2.0

Tools (57)

For developers

API & agent docs

Machine-readable docs to plug this server into an agent or call it over REST.

Skill (how to use)

Markdown: use via MCP or via the direct REST API.

Open

llms.txt

Agent-readable spec of this server.

Open

For agents

Install prompt — paste into Claude, ChatGPT, Cursor or any MCP agent and it sets itself up.

Open

Postman collection

Import the REST API into Postman.

Download

FAQ

Studio By Ai21 Labs

Tools (57)

API & agent docs

Frequently asked questions

Example prompts

Related tags

Studio By Ai21 Labs

Tools (57)

studio_by_ai21_labs_check_can_iframeTool to check if a URL can be embedded in an iframe. Use when you need to verify iframe compatibility before embedding external content.

studio_by_ai21_labs_compare_textTool to compare two text strings and identify differences. Use when you need to analyze changes between an original text and its modified version.

studio_by_ai21_labs_create_aftersales_parts_batchTool to create a batch job for Fnac Aftersales parts classification. Use when you need to classify multiple aftersales cases to determine which parts are needed for repairs.

studio_by_ai21_labs_create_assistant_routeTool to create a new route for an AI21 Studio assistant. Use when you need to define a new conversational path or query pattern for an assistant.

studio_by_ai21_labs_create_assistantsTool to create a new AI assistant in AI21 Studio. Use when you need to set up a new assistant with custom configuration, tools, and behavior.

studio_by_ai21_labs_create_assistants_assistant_id_plansTool to create a new plan for an AI21 Studio assistant. Use when you need to add a new plan with Python code to an assistant.

studio_by_ai21_labs_create_demoTool to create a new demo in AI21 Studio. Use when you need to set up a new demo with specified visibility and status.

studio_by_ai21_labs_create_generation_requirementsTool to generate requirements from a query or task description. Use when you need to break down a high-level task into specific requirements.

studio_by_ai21_labs_create_generation_thread_nameTool to generate a thread name from a query or conversation context. Use when you need to create a descriptive title for a conversation thread.

studio_by_ai21_labs_create_kirsh_grant_compliance_previewTool to preview grant compliance for Kirsh grants. Use when you need to check compliance status for specific grant IDs.

studio_by_ai21_labs_create_kirsh_grant_previewTool to retrieve grant metadata from the Kirsh preview endpoint. Use when you need to fetch grant information including grant name and associated organization details.

studio_by_ai21_labs_create_mcp_storageTool to create MCP (Model Context Protocol) storage in AI21 Studio. Use when you need to register and configure an MCP server connection for your workspace.

studio_by_ai21_labs_create_secretTool to save a secret in AI21 Studio. Use when you need to securely store sensitive information like API keys or passwords.

studio_by_ai21_labs_create_solutions_kirsh_grant_complianceTool to check compliance for Kirsh grant IDs. Use when you need to verify compliance status for one or more grants.

studio_by_ai21_labs_create_website_connectorTool to create a website connector in AI21 Studio. Use when you need to index website content via sitemap or specific URLs for RAG or grounding purposes.

studio_by_ai21_labs_delete_assistantTool to delete an assistant by its unique ID. Use when you need to permanently remove an assistant from the system.

studio_by_ai21_labs_delete_assistant_routeTool to delete a route from an AI21 Studio assistant. Use when you need to remove a routing configuration from an assistant.

studio_by_ai21_labs_delete_demoTool to delete a demo by its unique ID. Use when removing a specific demo from AI21 Studio.

studio_by_ai21_labs_delete_mcp_storageTool to delete an MCP (Model Context Protocol) storage configuration by its unique ID. Use when you need to permanently remove an MCP server configuration from AI21 Studio.

studio_by_ai21_labs_delete_secretTool to delete a secret by its unique ID. Use when you need to permanently remove a secret from AI21 Studio.

studio_by_ai21_labs_delete_website_connectorPermanently delete a website connector by its unique identifier. Use when you need to remove a website connector that is no longer needed.

studio_by_ai21_labs_download_modified_documentTool to download a modified document from AI21 Labs Studio. Use when you need to generate and download a document with specific content and filename.

studio_by_ai21_labs_get_assistantTool to retrieve an assistant by its unique identifier. Use when you need to get details about a specific assistant including its configuration, tools, and settings.

studio_by_ai21_labs_get_assistant_routeTool to retrieve details of a specific route for an AI21 Studio assistant. Use when you need to get information about a particular route configuration.

studio_by_ai21_labs_get_assistants_by_mcpTool to retrieve all assistants associated with a specific MCP (Model Context Protocol) storage configuration. Use when you need to list assistants that are connected to a particular MCP server.

studio_by_ai21_labs_get_batch_statusTool to check the status of a Fnac Aftersales parts classification batch prediction job. Use when you need to monitor the progress or retrieve results of a previously submitted batch.

studio_by_ai21_labs_get_demoTool to retrieve a demo by its unique ID. Use when you need to fetch details about a specific demo including its name, status, visibility, and configuration.

studio_by_ai21_labs_get_kirsh_grant_metadataTool to retrieve Kirsh grant metadata by grant ID. Use when you need to fetch grant information including grant name and organization details.

studio_by_ai21_labs_get_library_batch_statusTool to get the ingestion status of a library batch. Use when you need to check the processing status of documents in a batch upload.

studio_by_ai21_labs_get_mcp_storageTool to retrieve a specific MCP (Model Context Protocol) storage configuration by its unique ID. Use when you need to get details about a particular MCP server including its URL, label, authentication

studio_by_ai21_labs_get_output_explanationTool to get output explanation for an execution (cached or generated). Use when you need to retrieve or regenerate the explanation for a specific execution. Set force_regenerate to true to bypass cach

studio_by_ai21_labs_get_planTool to retrieve a specific plan from an AI21 Studio assistant. Use when you need to fetch details of a plan by its ID.

studio_by_ai21_labs_get_website_connector_by_idTool to retrieve details of a specific website connector by its ID. Use when you need to fetch information about a website connector in AI21 Studio.

studio_by_ai21_labs_get_website_connector_statusTool to retrieve the status of a website connector ingestion. Use when you need to check the processing status of a website that was added to AI21 Studio.

studio_by_ai21_labs_get_website_connector_url_statusTool to retrieve the status of a specific URL in the website connector. Use when you need to check the processing status of a URL that was previously ingested.

studio_by_ai21_labs_ingest_website_connectorTool to ingest website content via sitemap URL in AI21 Studio. Use when you need to process and index website pages from a sitemap for RAG, grounding, or document analysis purposes.

studio_by_ai21_labs_ingest_website_connector_urlTool to ingest a website URL into AI21 Studio's website connector. Use when you need to add a specific URL to be processed and indexed by the website connector for RAG or grounding.

studio_by_ai21_labs_list_assistantsTool to retrieve all assistants from AI21 Studio. Use when you need to list available assistants, optionally filtered by workspace IDs.

studio_by_ai21_labs_list_connectors_websiteTool to retrieve website connector information from AI21 Studio. Use when you need to get details about configured website connectors.

studio_by_ai21_labs_list_demosTool to retrieve all demos from AI21 Studio. Use when you need to list all available demos including their names, statuses, visibility settings, and configurations.

studio_by_ai21_labs_list_library_filesTool to list files in the workspace library with optional filtering. Use to retrieve file metadata, search by name/path/status/labels, or paginate through library contents.

studio_by_ai21_labs_list_mcp_storageTool to retrieve all MCP (Model Context Protocol) storage configurations from AI21 Studio. Use when you need to list available MCP servers and their configurations, optionally filtered by workspace ID

studio_by_ai21_labs_list_modelsTool to retrieve information about all available AI21 models. Use when you need to list models with their specifications, pricing, and capabilities.

studio_by_ai21_labs_list_plansTool to list all plans for a specific assistant. Use when you need to retrieve the plans associated with an assistant ID.

studio_by_ai21_labs_list_secretsTool to retrieve all secrets from AI21 Studio secret storage. Use when you need to list stored secrets and their metadata.

studio_by_ai21_labs_list_settings_modelsTool to retrieve all workspace models by organization from AI21 Studio. Use when you need to list available models for the workspace.

studio_by_ai21_labs_list_settings_models_availableTool to retrieve all available models from AI21 Studio settings. Use when you need to list models that are available for use in the workspace.

studio_by_ai21_labs_modify_assistantTool to modify an existing AI21 Studio assistant. Use when you need to update assistant properties like name, description, models, system prompt, or configuration. At least one field must be provided

studio_by_ai21_labs_modify_assistant_routeTool to modify an existing route within an assistant. Use when you need to update the description or examples of a specific route in an AI21 Studio assistant.

studio_by_ai21_labs_modify_planTool to modify an existing assistant plan in AI21 Studio. Use when you need to update the code or schemas of a plan.

studio_by_ai21_labs_retry_ingest_websiteTool to retry ingestion of a website in AI21 Studio. Use when a website ingestion has failed and you need to trigger another attempt to ingest the content.

studio_by_ai21_labs_run_assistantTool to run an AI21 Studio assistant with conversational input. Use when you need to interact with a configured AI21 assistant by providing messages and receiving responses. The assistant processes th

studio_by_ai21_labs_sync_website_connectorTool to sync a website connector in AI21 Studio. Use when you need to trigger a synchronization of website content for a specific connector.

studio_by_ai21_labs_update_demoTool to update an existing demo in Studio by AI21 Labs. Use when you need to modify demo properties such as name, status, visibility, or configuration.

studio_by_ai21_labs_update_mcp_storageTool to update an existing MCP (Model Context Protocol) storage configuration in AI21 Studio. Use when you need to modify the server label of an MCP storage configuration.

studio_by_ai21_labs_update_secretTool to update an existing secret in AI21 Studio. Use when you need to modify secret properties such as name or value.

studio_by_ai21_labs_validate_planTool to validate Python code for an AI21 Studio assistant plan. Use when you need to verify that code is syntactically correct and executable before using it in an assistant.

API & agent docs

Frequently asked questions

What is Studio By Ai21 Labs MCP?

Which AI clients does it work with?

Do I need to code?

Is it secure? Can the AI change my data?

How much does it cost?

Can I cancel anytime?

Example prompts

Related tags