Milvus

Milvus MCP server

Milvus MCP server

Milvus 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 Milvus 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 Milvus 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.

45

operation

s

available

Complete and up-to-date endpoint coverage by Mindflow.

          45

          operation

          s

          available

          Complete and up-to-date endpoint coverage by Mindflow.

                  45

                  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 Milvus operation, as an MCP tool

                          Every Milvus 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:

                          • Milvus

                            Milvus

                            Create collection

                            Create collection

                          • Milvus

                            Milvus

                            Create index

                            Create index

                          • Milvus

                            Milvus

                            Create partition

                            Create partition

                          • Milvus

                            Milvus

                            Delete entities

                            Delete entities

                          • Milvus

                            Milvus

                            Describe collection

                            Describe collection

                          • Milvus

                            Milvus

                            Describe index

                            Describe index

                          • Milvus

                            Milvus

                            Drop collection

                            Drop collection

                          • Milvus

                            Milvus

                            Drop index

                            Drop index

                          • Milvus

                            Milvus

                            Get entity

                            Get entity

                          • Milvus

                            Milvus

                            Insert entities

                            Insert entities

                          • Milvus

                            Milvus

                            List collections

                            List collections

                          • Milvus

                            Milvus

                            List indexes

                            List indexes

                          • Milvus

                            Milvus

                            List partitions

                            List partitions

                          • Milvus

                            Milvus

                            Query entities

                            Query entities

                          • Milvus

                            Milvus

                            Search vectors

                            Search vectors

                          • Milvus

                            Milvus

                            Upsert entities

                            Upsert entities

                          • Milvus

                            Create collection

                          • Milvus

                            Create index

                          • Milvus

                            Create partition

                          • Milvus

                            Delete entities

                          • Milvus

                            Describe collection

                          • Milvus

                            Describe index

                          • Milvus

                            Drop collection

                          • Milvus

                            Drop index

                          • Milvus

                            Get entity

                          • Milvus

                            Insert entities

                          • Milvus

                            List collections

                          • Milvus

                            List indexes

                          • Milvus

                            List partitions

                          • Milvus

                            Query entities

                          • Milvus

                            Search vectors

                          • Milvus

                            Upsert entities

                          • Milvus

                            Milvus

                            Upsert entities

                            Upsert entities

                          • Milvus

                            Milvus

                            Search vectors

                            Search vectors

                          • Milvus

                            Milvus

                            Query entities

                            Query entities

                          • Milvus

                            Milvus

                            List partitions

                            List partitions

                          • Milvus

                            Milvus

                            List indexes

                            List indexes

                          • Milvus

                            Milvus

                            List collections

                            List collections

                          • Milvus

                            Milvus

                            Insert entities

                            Insert entities

                          • Milvus

                            Milvus

                            Get entity

                            Get entity

                          • Milvus

                            Milvus

                            Drop index

                            Drop index

                          • Milvus

                            Milvus

                            Drop collection

                            Drop collection

                          • Milvus

                            Milvus

                            Describe index

                            Describe index

                          • Milvus

                            Milvus

                            Describe collection

                            Describe collection

                          • Milvus

                            Milvus

                            Delete entities

                            Delete entities

                          • Milvus

                            Milvus

                            Create partition

                            Create partition

                          • Milvus

                            Milvus

                            Create index

                            Create index

                          • Milvus

                            Milvus

                            Create collection

                            Create collection

                          • Milvus

                            Upsert entities

                          • Milvus

                            Search vectors

                          • Milvus

                            Query entities

                          • Milvus

                            List partitions

                          • Milvus

                            List indexes

                          • Milvus

                            List collections

                          • Milvus

                            Insert entities

                          • Milvus

                            Get entity

                          • Milvus

                            Drop index

                          • Milvus

                            Drop collection

                          • Milvus

                            Describe index

                          • Milvus

                            Describe collection

                          • Milvus

                            Delete entities

                          • Milvus

                            Create partition

                          • Milvus

                            Create index

                          • Milvus

                            Create collection

                          Connect Milvus to your AI client in three steps.

                          01

                          Connect the service

                          Add Milvus 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 Milvus

                          What your AI agents can do with Milvus

                          AI clients

                          Mindflow

                          Milvus

                          โ†’ Automate vector index lifecycle management by detecting when new collections are created and automatically building relevant indexes through Milvus API calls, reducing manual configuration efforts.  โ†’ Streamline role and permission administration by automatically listing roles and granting or revoking privileges based on usage patterns, thereby enforcing secure access controls.  โ†’ Enhance data search workflows by orchestrating entity insertion and vector similarity search calls to deliver rapid and accurate retrieval of vector data across partitions.

                          โ†’ Automate vector index lifecycle management by detecting when new collections are created and automatically building relevant indexes through Milvus API calls, reducing manual configuration efforts.  โ†’ Streamline role and permission administration by automatically listing roles and granting or revoking privileges based on usage patterns, thereby enforcing secure access controls.  โ†’ Enhance data search workflows by orchestrating entity insertion and vector similarity search calls to deliver rapid and accurate retrieval of vector data across partitions.

                          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 Milvus 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 Milvus 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.

                          Milvus MCP server

                          Live

                          RBAC ยท SecOps

                          Scoped credentials

                          Audit log

                          Create collection

                          Allowed

                          Create index

                          Allowed

                          Create partition

                          Needs approval

                          Delete entities

                          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