Cohere (AI Platform) MCP Server
Power enterprise AI via Cohere — generate text, perform chat completions, reorder documents, and manage embeddings directly from any AI agent.
Vinkius AI Gateway supports streamable HTTP and SSE.
Works with every AI agent you already use
…and any MCP-compatible client
Cohere MCP Server: see your AI Agent in action
Built-in capabilities (7)
chat_generation
Execute explicitly formatted conversational transformations
classify_inputs
Enumerate explicitly mapped string classes evaluating static limits
generate_embeddings
Identify precise dense vector shapes mapping semantic limits
generate_text
Execute static generation targeting foundational limits
list_models
Inspect internal properties detailing API availability
rerank_documents
Discover explicit routing arrays structuring specific contextual chunks
tokenize_text
Retrieve the exact structural segmentation limiting NLP contexts
What this connector unlocks
Connect your Cohere platform account to any AI agent and take full control of your generative AI and language processing workflows through natural conversation.
What you can do
- Chat & Text Generation — Execute formatted conversational transformations and fetch sequential token strings using state-of-the-art LLMs like Command
- Semantic Reranking — Structure contextual chunks by priority ordering documents against specific queries to improve RAG accuracy
- Text Embeddings — Generate precise dense vector shapes for plain strings to power high-dimensional semantic search and similarity matching
- Input Classification — Categorize text into predefined labels using few-shot training blocks and audit confidence scores
- Structural Tokenization — Retrieve exact integer segments matching active token dictionaries bound by specific Cohere encoding models
- Model Discovery — Enumerate available hashes and model identifiers to verify API capability branches on your plan
How it works
1. Subscribe to this server
2. Enter your Cohere API Key (Trial or Production key from the Dashboard)
3. Start managing your generative AI workflows from Claude, Cursor, or any MCP-compatible client
Who is this for?
- AI Developers — test and debug chat completion and text generation logic using natural language
- Data Scientists — evaluate embedding quality and reranking performance for RAG pipelines in real-time
- Product Teams — quickly prototype generative features using enterprise-grade language models
- Engineers — audit tokenization and model availability for complex NLP application boundaries
Frequently asked questions
Give your AI agents the power of Cohere
Access Cohere and 2,000+ MCP servers — ready for your agents to use, right now. No glue code. No custom integrations. Just plug Vinkius AI Gateway and let your agents work.
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