Cohere
Cohere Reference MCP server
Cohere Reference MCP server
Cohere Reference 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
Cohere Reference MCP server
Cohere Reference MCP server
Cohere Reference 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 Cohere Reference to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesn’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 Cohere Reference to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesn’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.
23
operation
s
available
Complete and up-to-date endpoint coverage by Mindflow.
Other services from this vendor:
23
operation
s
available
Complete and up-to-date endpoint coverage by Mindflow.
Other services from this vendor:
23
operation
s
available
Complete and up-to-date endpoint coverage by Mindflow.
Other services from this vendor:
Our customers scale automation with security built in.
Tools exposed by this MCP server
Every Cohere Reference operation, as an MCP tool
Every Cohere Reference 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:
Cohere Reference
Cohere Reference
Cancel an embed job
Cancel an embed job
Cohere Reference
Cohere Reference
Chat (beta)
Chat (beta)
Cohere Reference
Cohere Reference
Create a connector
Create a connector
Cohere Reference
Cohere Reference
Create a dataset
Create a dataset
Cohere Reference
Cohere Reference
Create an embed job
Create an embed job
Cohere Reference
Cohere Reference
Delete a dataset
Delete a dataset
Cohere Reference
Cohere Reference
Embed
Embed
Cohere Reference
Cohere Reference
Fetch an embed job
Fetch an embed job
Cohere Reference
Cohere Reference
Generate
Generate
Cohere Reference
Cohere Reference
Get a connector
Get a connector
Cohere Reference
Cohere Reference
Get a dataset
Get a dataset
Cohere Reference
Cohere Reference
List connectors
List connectors
Cohere Reference
Cohere Reference
List datasets
List datasets
Cohere Reference
Cohere Reference
List embed jobs
List embed jobs
Cohere Reference
Cohere Reference
Update a connector
Update a connector
Cohere Reference
Cancel an embed job
Cohere Reference
Chat (beta)
Cohere Reference
Create a connector
Cohere Reference
Create a dataset
Cohere Reference
Create an embed job
Cohere Reference
Delete a dataset
Cohere Reference
Embed
Cohere Reference
Fetch an embed job
Cohere Reference
Generate
Cohere Reference
Get a connector
Cohere Reference
Get a dataset
Cohere Reference
List connectors
Cohere Reference
List datasets
Cohere Reference
List embed jobs
Cohere Reference
Update a connector
Cohere Reference
Cohere Reference
Update a connector
Update a connector
Cohere Reference
Cohere Reference
List embed jobs
List embed jobs
Cohere Reference
Cohere Reference
List datasets
List datasets
Cohere Reference
Cohere Reference
List connectors
List connectors
Cohere Reference
Cohere Reference
Get a dataset
Get a dataset
Cohere Reference
Cohere Reference
Get a connector
Get a connector
Cohere Reference
Cohere Reference
Generate
Generate
Cohere Reference
Cohere Reference
Fetch an embed job
Fetch an embed job
Cohere Reference
Cohere Reference
Embed
Embed
Cohere Reference
Cohere Reference
Delete a dataset
Delete a dataset
Cohere Reference
Cohere Reference
Create an embed job
Create an embed job
Cohere Reference
Cohere Reference
Create a dataset
Create a dataset
Cohere Reference
Cohere Reference
Create a connector
Create a connector
Cohere Reference
Cohere Reference
Chat (beta)
Chat (beta)
Cohere Reference
Cohere Reference
Cancel an embed job
Cancel an embed job
Cohere Reference
Update a connector
Cohere Reference
List embed jobs
Cohere Reference
List datasets
Cohere Reference
List connectors
Cohere Reference
Get a dataset
Cohere Reference
Get a connector
Cohere Reference
Generate
Cohere Reference
Fetch an embed job
Cohere Reference
Embed
Cohere Reference
Delete a dataset
Cohere Reference
Create an embed job
Cohere Reference
Create a dataset
Cohere Reference
Create a connector
Cohere Reference
Chat (beta)
Cohere Reference
Cancel an embed job
Connect Cohere Reference to your AI client in three steps.
01
Connect the service
Add Cohere Reference 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 Cohere Reference
What your AI agents can do with Cohere Reference
AI clients
Mindflow
Cohere Reference
→ Automate dataset lifecycle management to reduce manual overhead; the system creates, updates, and deletes datasets seamlessly via the Cohere API. → Streamline embedding workflows by orchestrating embed job creation, fetching results, and cancellation to enhance semantic search and recommendation engines. → Enable automated text generation, classification, and summarization by leveraging Cohere's AI endpoints to support content creation and data analysis tasks.
→ Automate dataset lifecycle management to reduce manual overhead; the system creates, updates, and deletes datasets seamlessly via the Cohere API. → Streamline embedding workflows by orchestrating embed job creation, fetching results, and cancellation to enhance semantic search and recommendation engines. → Enable automated text generation, classification, and summarization by leveraging Cohere's AI endpoints to support content creation and data analysis tasks.
More
More
Cohere
Cohere
MCP servers:
MCP servers:
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 Cohere Reference 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 Cohere Reference 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.
Cohere Reference MCP server
Live
RBAC · SecOps
Scoped credentials
Audit log
Cancel an embed job
Allowed
Chat (beta)
Allowed
Create a connector
Needs approval
Create a dataset
Blocked
Every call logged · Export to SIEM
Questions about the Cohere Reference MCP server
Clear answers before you connect an AI client.
Questions about the Cohere Reference 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. We’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. We’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.
Resources
Automation intelligence, delivered monthly.
Product releases, automation playbooks, and security research — 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 — 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 — straight to your inbox. No spam, unsubscribe anytime.