Cohere (AI Platform) MCP Server

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