Ai21
AI21 Studio MCP server
AI21 Studio MCP server
AI21 Studio MCP server
for Claude, ChatGPT, Cursor and your own agents
for Claude, ChatGPT, Cursor and your own agents
for Claude, ChatGPT, Cursor and your own agents
AI21 Studio MCP server
AI21 Studio MCP server
AI21 Studio MCP server
for Claude, ChatGPT, Cursor and your own agents
for Claude, ChatGPT, Cursor and your own agents
for Claude, ChatGPT, Cursor and your own agents
Expose AI21 Studio to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesnโt ship one. Mindflow turns every API operation into an MCP tool and keeps the connector current when the API changes. The MCP Gateway sits between your AI clients and your data, with scoped access, human approval before sensitive writes and a record of every call.
Expose AI21 Studio to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesnโt ship one. Mindflow turns every API operation into an MCP tool and keeps the connector current when the API changes. The MCP Gateway sits between your AI clients and your data, with scoped access, human approval before sensitive writes and a record of every call.
20
operation
s
available
Complete and up-to-date endpoint coverage by Mindflow.
20
operation
s
available
Complete and up-to-date endpoint coverage by Mindflow.
20
operation
s
available
Complete and up-to-date endpoint coverage by Mindflow.
Our customers scale automation with security built in.
Tools exposed by this MCP server
Every AI21 Studio operation, as an MCP tool
Every AI21 Studio operation, as an MCP tool
Each API operation becomes a tool your AI client can call. You decide which ones: allow reads, require approval before sensitive writes and block the rest. A few of the most used:
AI21 Studio
AI21 Studio
Contextual answers (document library)
Contextual answers (document library)
AI21 Studio
AI21 Studio
Contextual answers (single document)
Contextual answers (single document)
AI21 Studio
AI21 Studio
Create custom model
Create custom model
AI21 Studio
AI21 Studio
Custom model complete
Custom model complete
AI21 Studio
AI21 Studio
Embeddings
Embeddings
AI21 Studio
AI21 Studio
Get dataset
Get dataset
AI21 Studio
AI21 Studio
Get datasets list
Get datasets list
AI21 Studio
AI21 Studio
Grammatical error corrections
Grammatical error corrections
AI21 Studio
AI21 Studio
J2 complete
J2 complete
AI21 Studio
AI21 Studio
Paraphrase
Paraphrase
AI21 Studio
AI21 Studio
Semantic search
Semantic search
AI21 Studio
AI21 Studio
Summarize
Summarize
AI21 Studio
AI21 Studio
Summarize by segment
Summarize by segment
AI21 Studio
AI21 Studio
Text improvements
Text improvements
AI21 Studio
AI21 Studio
Text segmentation
Text segmentation
AI21 Studio
AI21 Studio
Tokenize
Tokenize
AI21 Studio
Contextual answers (document library)
AI21 Studio
Contextual answers (single document)
AI21 Studio
Create custom model
AI21 Studio
Custom model complete
AI21 Studio
Embeddings
AI21 Studio
Get dataset
AI21 Studio
Get datasets list
AI21 Studio
Grammatical error corrections
AI21 Studio
J2 complete
AI21 Studio
Paraphrase
AI21 Studio
Semantic search
AI21 Studio
Summarize
AI21 Studio
Summarize by segment
AI21 Studio
Text improvements
AI21 Studio
Text segmentation
AI21 Studio
Tokenize
AI21 Studio
AI21 Studio
Tokenize
Tokenize
AI21 Studio
AI21 Studio
Text segmentation
Text segmentation
AI21 Studio
AI21 Studio
Text improvements
Text improvements
AI21 Studio
AI21 Studio
Summarize by segment
Summarize by segment
AI21 Studio
AI21 Studio
Summarize
Summarize
AI21 Studio
AI21 Studio
Semantic search
Semantic search
AI21 Studio
AI21 Studio
Paraphrase
Paraphrase
AI21 Studio
AI21 Studio
J2 complete
J2 complete
AI21 Studio
AI21 Studio
Grammatical error corrections
Grammatical error corrections
AI21 Studio
AI21 Studio
Get datasets list
Get datasets list
AI21 Studio
AI21 Studio
Get dataset
Get dataset
AI21 Studio
AI21 Studio
Embeddings
Embeddings
AI21 Studio
AI21 Studio
Custom model complete
Custom model complete
AI21 Studio
AI21 Studio
Create custom model
Create custom model
AI21 Studio
AI21 Studio
Contextual answers (single document)
Contextual answers (single document)
AI21 Studio
AI21 Studio
Contextual answers (document library)
Contextual answers (document library)
AI21 Studio
Tokenize
AI21 Studio
Text segmentation
AI21 Studio
Text improvements
AI21 Studio
Summarize by segment
AI21 Studio
Summarize
AI21 Studio
Semantic search
AI21 Studio
Paraphrase
AI21 Studio
J2 complete
AI21 Studio
Grammatical error corrections
AI21 Studio
Get datasets list
AI21 Studio
Get dataset
AI21 Studio
Embeddings
AI21 Studio
Custom model complete
AI21 Studio
Create custom model
AI21 Studio
Contextual answers (single document)
AI21 Studio
Contextual answers (document library)
Connect AI21 Studio to your AI client in three steps.
01
Connect the service
Add AI21 Studio in Mindflow with its credentials. They stay in Mindflow and never reach the AI client.
02
Choose the tools
Pick the operations each AI client may call. Allow reads, require approval before sensitive writes and block the rest.
03
Connect your AI client
Point Claude, ChatGPT, Cursor or your own agent to your MCP Gateway endpoint, then check real calls in the audit log.
Use cases
Use cases
What your AI agents can do with AI21 Studio
What your AI agents can do with AI21 Studio
AI clients
Mindflow
AI21 Studio
โ Automate content summarization from large documents by leveraging the Summarize and Text Segmentation APIs to generate concise, segmented summaries, reducing manual reading time. โ Streamline custom language model training by automating dataset creation, listing, and deletion operations to maintain and update models without manual intervention. โ Enhance customer support responses by using Contextual Answers and Semantic Search to retrieve precise answers from single documents or entire document libraries quickly.
โ Automate content summarization from large documents by leveraging the Summarize and Text Segmentation APIs to generate concise, segmented summaries, reducing manual reading time. โ Streamline custom language model training by automating dataset creation, listing, and deletion operations to maintain and update models without manual intervention. โ Enhance customer support responses by using Contextual Answers and Semantic Search to retrieve precise answers from single documents or entire document libraries quickly.
Every call goes through one governed endpoint.
Every call goes through one governed endpoint.
Your AI clients get access. You keep control.
Your AI clients get access. You keep control.
Every call to AI21 Studio goes through the Mindflow MCP Gateway. The same policies apply to every AI client: role-based access by team and environment, scoped credentials that never reach the client, human approval before sensitive writes, and a log of every call you can export to your SIEM.
Every call to AI21 Studio goes through the Mindflow MCP Gateway. The same policies apply to every AI client: role-based access by team and environment, scoped credentials that never reach the client, human approval before sensitive writes, and a log of every call you can export to your SIEM.
AI21 Studio MCP server
Live
RBAC ยท SecOps
Scoped credentials
Audit log
Contextual answers (document library)
Allowed
Contextual answers (single document)
Allowed
Create custom model
Needs approval
Custom model complete
Blocked
Every call logged ยท Export to SIEM
Questions about the AI21 Studio MCP server
Clear answers before you connect an AI client.
Questions about the AI21 Studio MCP server
Clear answers before you connect an AI client.
Explore more MCP servers in our catalog of 4,000+ services.
Put this MCP server to work.
Bring one AI client and the tools it needs. Weโll show you the setup in Mindflow, from scoped access to the audit log.
Put this MCP server to work.
Bring one AI client and the tools it needs. Weโll show you the setup in Mindflow, from scoped access to the audit log.
Less busywork. More possibility.
Let your agents handle the routine. Make room for what comes next.
Resources
Automation intelligence, delivered monthly.
Product releases, automation playbooks, and security research โ straight to your inbox. No spam, unsubscribe anytime.
Less busywork. More possibility.
Let your agents handle the routine. Make room for what comes next.
Resources
Automation intelligence, delivered monthly.
Product releases, automation playbooks, and security research โ straight to your inbox. No spam, unsubscribe anytime.
Less busywork. More possibility.
Let your agents handle the routine. Make room for what comes next.
Resources
Automation intelligence, delivered monthly.
Product releases, automation playbooks, and security research โ straight to your inbox. No spam, unsubscribe anytime.