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

Expose AI21 Studio to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesnโ€™t 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 doesnโ€™t 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

                          Put this MCP server to work.

                          Bring one AI client and the tools it needs. Weโ€™ll 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. Weโ€™ll 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.

                          Automation intelligence, delivered monthly.

                          Product releases, automation playbooks, and security research โ€” straight to your inbox. No spam, unsubscribe anytime.

                          ยฉ 2026 Mindflow โ€” All rights reserved.

                          SOC 2 Type II
                          ISO 27001
                          GDPR
                          France 2030
                          Bpifrance
                          รŽle-de-France

                          Less busywork. More possibility.

                          Let your agents handle the routine. Make room for what comes next.

                          Automation intelligence, delivered monthly.

                          Product releases, automation playbooks, and security research โ€” straight to your inbox. No spam, unsubscribe anytime.

                          ยฉ 2026 Mindflow โ€” All rights reserved.

                          SOC 2 Type II
                          ISO 27001
                          GDPR
                          France 2030
                          Bpifrance
                          รŽle-de-France

                          Less busywork. More possibility.

                          Let your agents handle the routine. Make room for what comes next.

                          Automation intelligence, delivered monthly.

                          Product releases, automation playbooks, and security research โ€” straight to your inbox. No spam, unsubscribe anytime.

                          ยฉ 2026 Mindflow โ€” All rights reserved.

                          SOC 2 Type II
                          ISO 27001
                          GDPR
                          France 2030
                          Bpifrance
                          รŽle-de-France