Cohere MCP connector

• Create Create a Cohere chat Generate a text response from a Cohere model given a chronological list of chat messages. Returns: id, finish_reason, message, usage, logprobs. Required: model, messages, stream.
• Create Create a Cohere chat v 1 Generate a text response to a user message in Cohere. Returns: text, generation_id, response_id, citations, finish_reason. Required: message, stream.
• Create Create a Cohere prompt Construct the text prompt that Cohere would send to the model for a v2 chat request without running generation. Returns: prompt. Required: model, messages. The request body matches Chat v2; the stream field is ignored.
• Create Create a Cohere rerank Rerank a list of documents against a search query in Cohere, producing an ordered array with each text assigned a relevance score. Returns: results, id, meta. Required: model, query, documents. Up to 1,000 documents recommended per request; longer documents are auto-truncated to max_tokens_per_doc.
• Create Create a Cohere embed Generate text and image embeddings in Cohere using the v2 Embed API. Returns: id, embeddings, texts, images, meta. Required: model, input_type. Maximum 96 texts per call; image embeddings supported with Embed v3.0 and newer.
• Create Create a Cohere embed job Create an async embed job in Cohere for a Dataset of type embed-input. The completed job produces a new Dataset of type embed-output with the original text entries and corresponding embeddings. Returns: job_id, meta. Required: model, dataset_id, input_type.
• List List all Cohere embed jobs List all embed jobs in Cohere for the authenticated user. Returns each embed job record including job_id, status, created_at, input_dataset_id, model, name, output_dataset_id, truncate, and meta.
• Get Get single Cohere embed job by ID Get a single embed job by id in Cohere. Returns: job_id, status, created_at, input_dataset_id, model, truncate, name, output_dataset_id, meta. Required: id.
• Cancel Cohere embed jobs cancel Cancel an active embed job in Cohere. Users are charged for embeddings processed up to the cancellation point and partial results are not available after cancellation. Returns an empty 200 response on success. Required: embed_job_id.
• Create Create a Cohere audio transcription Transcribe an audio file in Cohere. Returns the transcribed text. Required: model, language, file.
• Create Create a Cohere batch Create and execute a batch in Cohere from an uploaded dataset of requests. Returns the batch object including its id, name, input_dataset_id, model, created_at, and updated_at. Required: name, input_dataset_id, model.
• List List all Cohere batches List batches for the current authenticated user in Cohere. Returns each batch with its id, name, input_dataset_id, model, created_at, and updated_at. Max 1000 per page.
• Get Get single Cohere batch by ID Get a single batch by id in Cohere. Returns the batch object including its id, name, input_dataset_id, model, created_at, and updated_at. Required: id.
• Cancel Cohere batches cancel Cancel an in-progress batch in Cohere by batch_id. Returns an empty 204 response on success. Required: batch_id.
• Create Create a Cohere dataset Create a Cohere dataset by uploading a file via multipart form. Returns: id, name, dataset_type, validation_status, created_at, warnings. Required: name, type, data. The only valid type is embed-input.
• List List all Cohere datasets List Cohere datasets with optional filtering by type, validation status, and date range. Returns: id, name, dataset_type, validation_status, created_at, warnings.
• Get Get single Cohere dataset by ID Get a single Cohere dataset by id. Returns: id, name, dataset_type, validation_status, created_at, warnings. Required: id.
• Delete Delete a Cohere dataset by ID Delete a Cohere dataset by id. Returns an empty 204 response on success. Required: id.
• Get Cohere datasets get usage View the dataset storage usage for your Cohere organization. Returns: organization_usage. Each organization can have up to 10GB of storage across all users.
• Create Create a Cohere tokenize Tokenize input text in Cohere using byte-pair encoding (BPE). Returns: tokens, token_strings, meta. Required: text, model. Text length must be between 1 and 65536 characters.
• Create Create a Cohere detokenize Detokenize a list of byte-pair encoding tokens back into their text representation in Cohere. Returns: text, meta. Required: tokens, model.
• List List all Cohere models List models available for use in Cohere. Returns each model's name, endpoints, finetuned, context_length, is_deprecated, tokenizer_url, default_endpoints, features, and sampling_defaults. Optional filters: endpoint (filter by compatible API endpoint) and default_only (only default models for the specified endpoint, requires endpoint).
• Get Get single Cohere model by ID Get details of a single Cohere model by its name (id). Returns: name, is_deprecated, endpoints, finetuned, context_length, tokenizer_url, default_endpoints, features, sampling_defaults. Required: id.
• Create Create a Cohere classify Classify up to 96 text inputs in Cohere by predicting the best-fitting label for each input using provided text+label example pairs as reference. Returns: id, classifications, meta. Required: inputs. Fine-tuned models do not require the examples parameter.
• Create Create a Cohere generate Generate realistic text from a given prompt using Cohere's legacy Generate API. Returns: id, generations (list of generated results), prompt, and meta. Required: prompt, stream. This API is legacy and no longer maintained; migrate to the Chat API.
• Create Create a Cohere summarize Generate a summary in English for a given text using the Cohere Summarize API (Legacy). Returns: id, summary, meta. Required: text. Input text must be 250–50,000 characters and currently only English is supported.
• Action Cohere API keys check Check that a Cohere API key is valid and active. Returns: valid, organization_id, owner_id.
• List List all Cohere connectors List Cohere connectors ordered by descending creation date (newer first). Returns: id, name, url, description, excludes, oauth, active, continue_on_failure, service_auth. Max 100 per page.
• Create Create a Cohere connector Create a new Cohere connector. The connector is tested during registration and registration is cancelled if the test fails. Returns: id, name, url, description, excludes, oauth, active, continue_on_failure, service_auth. Required: name, url.
• Get Get single Cohere connector by ID Get a single Cohere connector by id. Returns: id, name, url, description, excludes, oauth, active, continue_on_failure, service_auth. Required: id.
• Update Update a Cohere connector by ID Update a Cohere connector by id. Omitted fields are not updated. Returns: id, name, url, description, excludes, oauth, active, continue_on_failure, service_auth. Required: id.
• Delete Delete a Cohere connector by ID Delete a Cohere connector by id. Returns an empty 204 response on success. Required: id.
• Action Cohere connectors oauth authorize Authorize a Cohere connector via OAuth 2.0 for the connector OAuth app. Returns: redirect_url. Required: connector_id.
• List List all Cohere finetuned models List fine-tuned models in Cohere that the caller has access to. Returns each model with id, name, status, settings, and created_at. Supports sorting by created_at.
• Create Create a Cohere finetuned model Create a new fine-tuned model in Cohere with a name and training settings (dataset, hyperparameters). Training runs asynchronously. Returns the model with id, name, status, settings, and created_at. Required: name, settings.
• Get Get single Cohere finetuned model by ID Get a single fine-tuned model in Cohere by id. Returns the model with id, name, status, settings, and created_at. Required: id.
• Update Update a Cohere finetuned model by ID Update a fine-tuned model in Cohere by id with a new name and settings. Returns the updated model with id, name, status, settings, and created_at. Required: id, name, settings.
• Delete Delete a Cohere finetuned model by ID Delete a fine-tuned model in Cohere by id. This operation is irreversible. Returns an empty 204 response on success. Required: id.
• List List all Cohere finetuned model events List events that occurred during the life-cycle of a Cohere fine-tuned model, ordered by creation time with the most recent first. Returns: created_at. Required: finetuned_model_id.
• List List all Cohere finetuned model metrics List training step metrics for a Cohere fine-tuned model, ordered by step number with the most recent step first. Returns a list of step metric objects containing training evaluation data for each step. Required: finetuned_model_id.

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