Fireworks AI MCP connector

• List List all Fireworks AI accounts List Fireworks accounts ordered by name. Returns: name, displayName, createTime, accountType, email, state, status, suspendState, updateTime, notificationSettings, id, attributes. Supports an AIP-160 filter expression and a readMask to select returned fields.
• Get Get single Fireworks AI account by ID Get a single Fireworks account by id. Returns: name, email, state, status, id. Use readMask to select which fields are returned. Required: id.
• Test Fireworks AI accounts test eval Run a one-off test evaluation in Fireworks without creating an evaluation entry first. Returns the preview evaluation response including totalSamples and totalRuntimeMs summary statistics. Required: id, and a JSON request body defined by the upstream GatewayTestEvaluationBody schema.
• Create Create a Fireworks AI auth refresh Refresh a session JWT in Fireworks before expiry with a fresh TTL. Returns a refreshed session token response. Required: a JSON request body containing the existing session token to refresh.
• Action Fireworks AI credit codes redeem Redeem a credit code for a Fireworks account. Returns a confirmation response for the redemption. Consult the upstream Fireworks API reference for the request and response field contracts, as the field-level schema is not enumerated in the discovered source.
• Create Create a Fireworks AI validate model config Validate a model configuration in Fireworks. Returns an empty object on success. The request body carries the model config to validate; consult the Fireworks API reference for the specific fields of the validateModelConfig request payload.
• List List all Fireworks AI account account usage filter options List distinct usage filter options for a Fireworks account within a time range, covering serverless and dedicated deployment dimensions. Returns a filter_options map of dimension names to their distinct values. Required: account_id, startTime, endTime.
• List List all Fireworks AI account audit logs List user audit logs for a Fireworks account. Returns: auditLogs (array of audit log records), nextPageToken. Required: account_id.
• List List all Fireworks AI account batch inference jobs List batch inference jobs for a Fireworks account. Returns a list of batch inference job objects, each including its name. Required: account_id. Supports AIP-160 filter grammar and custom ordering; defaults to ordering by created_time ascending.
• Create Create a Fireworks AI account batch inference job Create a batch inference job in a Fireworks account. Returns the created batch inference job object including its name. Required: account_id. Optionally supply batchInferenceJobId as a query parameter to set the job ID; otherwise one is generated.
• Delete Delete a Fireworks AI account batch inference job by ID Delete a batch inference job in Fireworks. Returns an empty object on success. Required: id, account_id.
• Get Get single Fireworks AI account batch inference job by ID Get a single batch inference job in Fireworks by id. Returns the batch inference job object including its name. Required: account_id, id. Use readMask to select specific fields.
• List List all Fireworks AI billing summaries Get billing summary information for a Fireworks account over a given period. Returns the billing summary object with cost/usage fields aggregated daily for the requested range. Required: account_id, startTime, endTime. Note: only the date portion (YYYY-MM-DD) of each timestamp is used; endTime is exclusive (costs for the end date are not included).
• List List all Fireworks AI account billing usages List billing usage for a Fireworks account aggregated into daily buckets. Returns usage items, each carrying a group map of dimension values and cost data for the requested window. Required: account_id, startTime, endTime. The time window cannot exceed 31 days.
• Action Fireworks AI account checkpoints promote Promote a checkpoint to a model in Fireworks. The trainer job ID in the request body resolves the GCS bucket. Returns a success response. Required: account_id, checkpoint_id, trainerJobId.
• List List all Fireworks AI account clusters List Fireworks clusters for an account. Returns each cluster's name, displayName, state, createTime, updateTime, eksCluster, fakeCluster, and status. Supports AIP-160 filter grammar and custom orderBy.
• Create Create a Fireworks AI account cluster Create a new cluster in a Fireworks account. Returns the created cluster object including its name, displayName, state, createTime, and updateTime. Required: account_id.
• Update Update a Fireworks AI account cluster by ID Update a Fireworks cluster. Returns the updated cluster object including its name, displayName, state, createTime, and updateTime. Required: account_id, cluster_id. The cluster.name field must be populated with the updated resource's name.
• Delete Delete a Fireworks AI account cluster by ID Delete a Fireworks cluster by id. Returns an empty 204 response on success. Required: id (proxy cluster id).
• Get Get single Fireworks AI account cluster by ID Get a single Fireworks cluster by id. Returns: name, displayName, createTime, eksCluster, fakeCluster, state, status, updateTime. Required: id.
• Get Fireworks AI account clusters get connection info Retrieve connection settings for a Fireworks cluster to be put in kubeconfig. Returns: endpoint, caData. Required: cluster_id.
• List List all Fireworks AI account credit redemptions List credit redemptions for a Fireworks account. Returns a paginated collection of credit redemption records (shape is content-type-specific — consult the upstream docs for the per-record field breakdown). Required: account_id.
• List List all Fireworks AI account datasets List datasets in a Fireworks account, with optional filtering, ordering, and field masking. Returns: name, displayName, createTime, state, status, exampleCount, userUploaded, evaluationResult, transformed, splitted, evalProtocol, externalUrl, format, createdBy, updateTime, sourceJobName, estimatedTokenCount, averageTurnCount. Required: account_id. Max 200 per page (default 50).
• Create Create a Fireworks AI account dataset Create a new dataset in a Fireworks account. Returns the created dataset object including its name, displayName, createTime, externalUrl, format, createdBy, and updateTime. Required: account_id.
• Update Update a Fireworks AI account dataset by ID Update a dataset's mutable properties in a Fireworks account. Returns the updated dataset object including its name, displayName, updateTime, externalUrl, format, createdBy, and sourceJobName. Required: account_id, id.
• Delete Delete a Fireworks AI account dataset by ID Delete a dataset from a Fireworks account. Returns an empty 204 response on success. Required: account_id, id.
• Get Get single Fireworks AI account dataset by ID Get a Fireworks dataset by id. Returns the dataset object including name, displayName, createTime, updateTime, state, status, exampleCount, externalUrl, format, createdBy, estimatedTokenCount, and averageTurnCount. Required: id.
• Get Fireworks AI account datasets get download endpoint Get a signed download URL for a Fireworks dataset. Returns a url field pointing to the downloadable dataset archive. Required: dataset_id. Optional: download_lineage to download the entire lineage chain (filenames prefixed with dataset IDs).
• Get Fireworks AI account datasets get upload endpoint Get a signed upload URL for uploading files to a Fireworks dataset. Use the returned url to PUT the dataset file (for files larger than 150MB; smaller files can use the single-request upload endpoint). Returns a url field. Required: dataset_id.
• Action Fireworks AI account datasets split dataset Split a Fireworks dataset into subsets (e.g. train/validation/test). Returns a dataset split result object. Required: account_id, dataset_id.
• Validate Fireworks AI account datasets validate upload Validate a Fireworks dataset upload. Returns an empty object on success. Required: account_id, dataset_id.
• Upload Fireworks AI account datasets upload Upload a dataset file to a Fireworks dataset in a single multipart request. Handles files up to 150MB — for larger files use the Get Dataset Upload Endpoint to obtain a presigned URL. Returns a FileUploadResponse object with content-type-specific fields (the schema is referenced but not enumerated in the public docs). Required: account_id, dataset_id, file.
• List List all Fireworks AI account deployed models List LoRA models deployed to a Fireworks account. Returns: name, displayName, description, createTime, model, deployment, state, serverless, status, public, updateTime. Supports filter (AIP-160 grammar), orderBy, and readMask.
• Create Create a Fireworks AI account deployed model Load (deploy) a LoRA model to a Fireworks account. Returns the created deployed model including name, displayName, model, deployment, state, status, serverless, public, and default. Required: account_id. Optional query: replaceMergedAddon for hot reload deployments.
• Update Update a Fireworks AI account deployed model by ID Update a LoRA deployed model in a Fireworks account. Returns the updated deployed model including name, displayName, model, deployment, state, status, serverless, public, and default. Required: id. The request body's `name` must be populated with the updated resource's name.
• Delete Delete a Fireworks AI account deployed model by ID Unload (delete) a LoRA deployed model from a Fireworks account. Returns an empty response on success. Required: id.
• Get Get single Fireworks AI account deployed model by ID Get a deployed LoRA model by id. Returns: name, displayName, description, createTime, model, deployment, state, serverless, status, public, updateTime. Required: account_id, id.
• List List all Fireworks AI account deployment shapes List deployment shapes for a Fireworks account, optionally filtered by target model compatibility and ordered by create_time. Returns an array of deployment shape records including name, displayName, description, baseModel, acceleratorCount, acceleratorType, precision, createTime, and updateTime. Max 200 per page.
• Create Create a Fireworks AI account deployment shape Create a deployment shape in a Fireworks account. Returns the created deployment shape including name, displayName, description, baseModel, acceleratorCount, acceleratorType, precision, createTime, and updateTime. Required: a JSON request body with the shape properties (e.g. baseModel).
• Update Update a Fireworks AI account deployment shape by ID Update a deployment shape in Fireworks. Returns the updated deployment shape including name, displayName, description, baseModel, acceleratorType, acceleratorCount, precision, and createTime. Required: id, baseModel.
• Delete Delete a Fireworks AI account deployment shape by ID Delete a deployment shape in Fireworks by id. Returns an empty 204 response on success. Required: id, account_id.
• Get Get single Fireworks AI account deployment shape by ID Get a deployment shape in Fireworks by id. Returns the deployment shape object including its displayName, baseModel, acceleratorType, acceleratorCount, createTime, and updateTime. Required: account_id, id.
• List List all Fireworks AI versions List deployment shape versions for a deployment shape in Fireworks. Returns: name, createTime, snapshot, validated, public, latestValidated. Required: account_id, deployment_shape_id.
• Get Get single Fireworks AI version by ID Get a single deployment shape version in Fireworks. Returns the version object with content-type-specific fields. Required: account_id, deployment_shape_id, id.
• Update Update a Fireworks AI version by ID Update a deployment shape version in Fireworks. Returns: name, createTime, snapshot, validated, public, latestValidated. Required: account_id, deployment_shape_id, id.
• List List all Fireworks AI account deployments List deployments in a Fireworks account. Returns: name, displayName, description, createTime, expireTime, purgeTime, deleteTime, state, status, annotations, minReplicaCount, maxReplicaCount, maxWithRevocableReplicaCount, desiredReplicaCount, replicaCount, autoscalingPolicy, baseModel, acceleratorCount, acceleratorType, precision, cluster, enableAddons, draftTokenCount, draftModel,…
• Create Create a Fireworks AI account deployment Create a deployment in a Fireworks account. Returns the created deployment object including name, baseModel, state, createTime, minReplicaCount, maxReplicaCount, status. Required: account_id.
• Update Update a Fireworks AI account deployment by ID Update a Fireworks deployment. Returns the updated deployment object including name, baseModel, state, updateTime, minReplicaCount, maxReplicaCount, status, displayName, region. Required: account_id, id. Body must include baseModel.
• Delete Delete a Fireworks AI account deployment by ID Delete a Fireworks deployment by id. Supports hard deletion and ignoring in-use checks via query flags. Required: id. Returns an empty 204 response on success.
• Get Get single Fireworks AI account deployment by ID Get a single Fireworks deployment by id. Returns the deployment object including its id and attributes (deployment-specific fields defined upstream in the gatewayDeployment schema). Required: account_id, id.
• Get Fireworks AI account deployments get metrics Get metrics for a Fireworks deployment (deprecated). Returns a metrics response object including its id and attributes (metrics-specific fields defined upstream in the gatewayGetDeploymentMetricsResponse schema, controlled by readMask). Required: account_id, deployment_id.
• Action Fireworks AI account deployments scale Scale a Fireworks deployment to a specific number of replicas or to zero. Returns an empty response on success. Required: account_id, deployment_id.
• Action Fireworks AI account deployments undelete Undelete a previously deleted Fireworks deployment, restoring it to an active state. Returns the restored deployment object including its name, displayName, baseModel, state, status, minReplicaCount, maxReplicaCount, and placement. Required: account_id, deployment_id.
• List List all Fireworks AI deployment ledgers Get the ledger for a Fireworks deployment (used for hot-load operations). Returns: ledger. Required: account_id, deployment_id.
• Delete Fireworks AI deployment ledgers bulk delete Reset the ledger for hot load on a Fireworks deployment. Returns an empty object on success. Required: account_id, deployment_id.
• List List all Fireworks AI deployment shards List deployment shards for a Fireworks deployment. Returns: next_page_token, shards (array of shard records including create_time and additional fields selectable via readMask). Required: account_id, deployment_id.
• List List all Fireworks AI deployment termination messages Get the termination message for a Fireworks deployment. Returns a response whose field-level shape is defined by the upstream gatewayGetTerminationMessageResponse schema and is not enumerated in the crawled Fireworks API reference; consult the upstream docs for the property breakdown. Required: account_id, deployment_id.
• List List all Fireworks AI account developer passes List developer passes for a Fireworks account. Returns: name, autoRenew, endTime, createTime, updateTime, state, lastRenewTime. Supports filter (e.g. "state=ACTIVE") and orderBy expressions.
• Create Create a Fireworks AI account developer pass Create a developer pass for a Fireworks account. Returns: name, state.
• Update Update a Fireworks AI account developer pass by ID Update a developer pass. Returns: name, autoRenew, endTime, createTime, updateTime, state, lastRenewTime. Required: id.
• Get Get single Fireworks AI account developer pass by ID Get a single developer pass by id. Returns: name, autoRenew, endTime, createTime, updateTime, state, lastRenewTime. Required: id.
• List List all Fireworks AI account dpo jobs List DPO jobs for a Fireworks account. Returns an array of DPO job objects including name, dpoJobId, and content-type-specific attributes. Supports AIP-160 filter syntax, custom ordering, and read masks. Required: account_id.
• Create Create a Fireworks AI account dpo job Create a new DPO job under a Fireworks account. Returns the created DPO job object including name, dpoJobId, and content-type-specific attributes. Optional dpoJobId query parameter assigns a specific ID; otherwise one is generated. Required: account_id.
• Delete Delete a Fireworks AI account dpo job by ID Delete a DPO job in Fireworks. Returns an empty JSON object on success. Required: account_id, id.
• Get Get single Fireworks AI account dpo job by ID Get a DPO job by id in a Fireworks account. Returns the DPO job object including its id and content-type-specific attributes defined by the upstream gatewayDpoJob schema. Required: account_id, id.
• Cancel Fireworks AI account dpo jobs cancel Cancel a Fireworks DPO job. Returns an empty object on success. Required: dpo_job_id.
• Get Fireworks AI account dpo jobs get metrics file endpoint Get the metrics file endpoint for a Fireworks DPO job. Returns an empty object on success. Required: dpo_job_id.
• Resume Fireworks AI account dpo jobs resume Resume a paused DPO (Direct Preference Optimization) job in Fireworks. Returns the DPO job object including its resource name, dataset, state, and training configuration. Required: account_id, dpo_job_id.
• List List all Fireworks AI account evaluation jobs List evaluation jobs for a Fireworks account. Returns a paginated collection of evaluation job objects, each exposing content-type-specific fields (consult the upstream API reference for the full field-level breakdown). Required: account_id.
• Create Create a Fireworks AI account evaluation job Create a new evaluation job in Fireworks. Returns the created evaluation job object with content-type-specific fields (consult the upstream API reference for the full field-level breakdown). Required: account_id.
• Delete Delete a Fireworks AI account evaluation job by ID Delete an evaluation job in Fireworks. Required: account_id, id. Returns an empty 200 response on success.
• Get Get single Fireworks AI account evaluation job by ID Get a Fireworks evaluation job by id. Returns the evaluation job object including its name, state, evaluator, inputDataset, outputDataset, createTime, and updateTime. Required: id.
• Get Fireworks AI account evaluation jobs get execution log endpoint Get the execution log stream endpoint and tracing IDs for a Fireworks evaluation job. Returns a response object with its id and additional fields (log stream URL, tracing identifiers) defined in the upstream Fireworks schema. Required: evaluation_job_id.
• List List all Fireworks AI account evaluations List evaluations for a Fireworks account. Returns evaluation objects with id and evaluation-specific fields. Supports server-side filtering, ordering, and a readMask to select returned fields. Required: account_id.
• Create Create a Fireworks AI account evaluation Create an evaluation in a Fireworks account. Returns the created evaluation object including its id and evaluation-specific fields. Required: account_id.
• Delete Delete a Fireworks AI account evaluation by ID Delete an evaluation in Fireworks AI. Returns an empty response on success. Required: account_id, id.
• Validate Fireworks AI account evaluations validate assertions Validate evaluation assertions in Fireworks. Returns a validation response object whose fields are defined by the upstream GatewayValidateAssertionsResponse schema. Required: a JSON request body conforming to the GatewayValidateAssertionsBody schema.
• Get Get single Fireworks AI account evaluation by ID Get a single evaluation by id in Fireworks. Returns the evaluation object whose fields are defined by the upstream gatewayEvaluation schema. Required: id. Optional: readMask to select specific fields (defaults to all fields when empty or "*").
• Action Fireworks AI account evaluations preview Preview an evaluation with sample data in Fireworks. Returns a preview response object whose fields are defined by the upstream gatewayPreviewEvaluationResponse schema. Required: evaluation_id, a JSON request body conforming to the GatewayPreviewEvaluationBody schema.
• List List all Fireworks AI account evaluators List evaluators for a Fireworks account with pagination support. Returns a collection of evaluator objects including their name, displayName, description, state, status, createTime, updateTime, criteria, requirements, entryPoint, source, and defaultDataset. Required: account_id.
• Create Create a Fireworks AI account evaluator Create a new evaluator in a Fireworks account. Deprecated — use CreateEvaluatorV2 instead. Returns the created evaluator object including name, displayName, description, state, status, createTime, updateTime, criteria, requirements, entryPoint, source, and defaultDataset. Required: account_id and a JSON body describing the evaluator.
• Update Update a Fireworks AI account evaluator by ID Update evaluator metadata (displayName, description, defaultDataset) in Fireworks. Changing requirements or entryPoint triggers a rebuild; to upload new source code, set prepareCodeUpload: true. Returns the updated evaluator object including name, displayName, description, state, status, createTime, updateTime, criteria, requirements, entryPoint, source, defaultDataset. Required: account_id,…
• Delete Delete a Fireworks AI account evaluator by ID Delete an evaluator and its associated versions and build artifacts from a Fireworks account. Returns an empty 204 response on success. Required: account_id, id.
• Action Fireworks AI account evaluators preview evaluator Preview an evaluator configuration before creation. Returns a preview result. Required: account_id.
• Get Get single Fireworks AI account evaluator by ID Get a Fireworks evaluator by id. Returns the evaluator object including its displayName, description, state (BUILDING / ACTIVE / BUILD_FAILED), status, requirements, entryPoint, criteria, commitHash, source, defaultDataset, createTime, createdBy, and updateTime. Use this to poll build progress after creation. Required: id.
• Get Fireworks AI account evaluators get build log endpoint Get a signed URL to download a Fireworks evaluator's build logs. Useful for debugging the BUILD_FAILED state. Returns the response containing the signed URL. Required: evaluator_id.
• Get Fireworks AI account evaluators get source code signed URL Get a signed URL to download a Fireworks evaluator's source code archive. Useful for debugging or reviewing the uploaded code. Returns filenameToSignedUrls mapping each source file to its signed download URL. Required: evaluator_id.
• Get Fireworks AI account evaluators get upload endpoint Get signed URLs for uploading a Fireworks evaluator's source code (step 3 of the Create Evaluator workflow). After receiving the signed URL, PUT the .tar.gz archive with Content-Type: application/octet-stream. Returns filenameToSignedUrls mapping each source file to its signed upload URL. Required: evaluator_id, filenameToSize.
• Validate Fireworks AI account evaluators validate upload Trigger server-side validation of an uploaded evaluator source archive (step 5 of the Create Evaluator workflow). The server extracts and processes the archive, then builds the evaluator environment; poll Get Evaluator to monitor progress. Returns an empty object on success. Required: evaluator_id.
• List List all Fireworks AI evaluator versions List evaluator revisions (versions) for a Fireworks evaluator, ordered reverse-chronologically by default per AIP-162. Returns: id, attributes. Required: account_id, evaluator_id.
• Delete Delete a Fireworks AI evaluator version by ID Delete an evaluator revision in Fireworks. If the supplied name is an alias rather than a concrete revision, the alias is deleted instead (per AIP-162). Returns an empty 204 response on success. Required: id, evaluator_id.
• Get Get single Fireworks AI evaluator version by ID Get a Fireworks evaluator version (revision) by account id. Returns the evaluator version object including its id and version-specific attributes. Required: account_id, evaluator_id, id.
• Action Fireworks AI evaluator versions rollback Rollback a Fireworks evaluator to a specific revision. Returns the updated evaluator version object including its id and version-specific attributes. Required: account_id, evaluator_id, version_id.
• Action Fireworks AI evaluator versions alias Assign or update a user-specified alias that points at a specific evaluator revision in Fireworks. Returns: name, snapshot. Required: account_id, evaluator_id, version_id.
• Create Create a Fireworks AI account evaluators v 2 Create a custom evaluator for scoring model outputs in Fireworks. Evaluators use the Eval Protocol to define test cases, run model inference, and score responses for evaluation jobs and Reinforcement Fine-Tuning. Returns the created evaluator object with schema-specific fields. Required: account_id.
• List List all Fireworks AI account generic deployment types List the generic deployment types under a Fireworks account. Returns items including createTime, updateTime, and imageTag (the helm chart image tag). Required: account_id. Max 200 per page; default order is by create_time.
• Create Create a Fireworks AI account generic deployment type Create a generic deployment type in Fireworks. Returns the created generic deployment type version object including id, name, createTime, updateTime, and imageTag. Required: account_id, genericDeploymentTypeId.
• Update Update a Fireworks AI account generic deployment type by ID Update a generic deployment type in Fireworks. Returns the updated version including id, name, createTime, updateTime, and imageTag. Required: account_id, id.
• Delete Delete a Fireworks AI account generic deployment type by ID Delete a generic deployment type in Fireworks. Returns an empty object on success. Required: account_id, id.
• Get Get single Fireworks AI account generic deployment type by ID List all versions of a generic deployment type in a Fireworks account. Returns a paginated list of generic deployment type versions including createTime, updateTime, and imageTag. Required: id (the generic deployment type id).
• List List all Fireworks AI account generic deployments List all generic deployments under a Fireworks account. Returns: name, releaseValues, placement, createTime, updateTime, genericDeploymentType, state. Supports AIP-160 filter grammar, custom orderBy, and readMask field selection. Required: account_id.
• Create Create a Fireworks AI account generic deployment Create a generic deployment in a Fireworks account. Returns the created deployment including genericDeploymentType, releaseValues, placement, createTime, updateTime, and state. Required: account_id, plus body fields releaseValues, placement, genericDeploymentType. Optional query: genericDeploymentId (random ID generated if omitted), validateOnly (preview without creating).
• Update Update a Fireworks AI account generic deployment by ID Update a generic deployment in a Fireworks account. Returns the updated deployment including genericDeploymentType, releaseValues, placement, state, createTime, updateTime. Required: account_id, id, plus body fields releaseValues, placement, genericDeploymentType.
• Delete Delete a Fireworks AI account generic deployment by ID Delete a generic deployment from a Fireworks account. Required: id (proxy record id). Optional query: hard (perform hard deletion), ignoreChecks (force deletion of a deployment currently in use).
• Get Get single Fireworks AI account generic deployment by ID Get a generic deployment in Fireworks by id. Returns: name, releaseValues, placement, createTime, updateTime, genericDeploymentType, state. Required: id.
• List List all Fireworks AI account identity providers List identity providers configured for a Fireworks account. Returns: name, displayName, createTime, updateTime, samlConfig, oidcConfig, tenantDomains, state, status, domainUrl, issuerUrl, clientId, enableJitUserProvisioning, jitDefaultRole, enforceSso, enableIdpInitiatedSso. Supports optional filter, orderBy, and readMask query parameters. Required: account_id.
• Create Create a Fireworks AI account identity provider Create a new identity provider for a Fireworks account. Returns the created identity provider including displayName, tenantDomains, samlConfig, oidcConfig, domainUrl, issuerUrl, clientId, enableJitUserProvisioning, jitDefaultRole, enforceSso, enableIdpInitiatedSso, createTime, and updateTime. Required: account_id.
• Update Update a Fireworks AI account identity provider by ID Update an existing identity provider for a Fireworks account. Returns the updated identity provider including displayName, tenantDomains, samlConfig, oidcConfig, domainUrl, issuerUrl, clientId, enableJitUserProvisioning, jitDefaultRole, enforceSso, enableIdpInitiatedSso, createTime, and updateTime. Required: id.
• Delete Delete a Fireworks AI account identity provider by ID Delete an identity provider from a Fireworks account. Returns an empty 204 response on success. Required: id.
• Get Get single Fireworks AI account identity provider by ID Get a single identity provider for a Fireworks account by id. Returns the identity provider object including its display_name, tenant_domains, saml_config, oidc_config, state, status, domain_url, issuer_url, client_id, enable_jit_user_provisioning, jit_default_role, enforce_sso, enable_idp_initiated_sso, create_time, and update_time. Required: account_id, id.
• List List all Fireworks AI account models List models in a Fireworks account. Returns an array of model objects including name, displayName, state, kind, createTime, and updateTime. Required: account_id. Max 200 per page (default 50).
• Create Create a Fireworks AI account model Create a new model in a Fireworks account. Returns the created model object including name, displayName, state, kind, and createTime. Required: account_id and a JSON body describing the model (model_id, displayName, kind, and source details such as huggingFaceUrl or githubUrl).
• Update Update a Fireworks AI account model by ID Update an existing model in a Fireworks account. Returns the updated model object including name, displayName, state, kind, and updateTime. Required: id (the model resource name, e.g. accounts/{account_id}/models/{model_id}).
• Delete Delete a Fireworks AI account model by ID Delete a model in a Fireworks account by id. Returns an empty 200 response on success (no body content). Required: id (the model resource name, e.g. accounts/{account_id}/models/{model_id}).
• Get Get single Fireworks AI account model by ID Get a Fireworks model by id. Returns the full model object including displayName, description, state, kind, createTime, updateTime, contextLength, public, supportsImageInput, supportsTools, and other model metadata. Required: id.
• Get Fireworks AI account models get download endpoint Get signed download URLs for a Fireworks model's files. Returns an object containing filenameToSignedUrls mapping file names to their signed download URLs. Required: model_id.
• Get Fireworks AI account models get upload endpoint Get signed upload URLs for a Fireworks model's files. Returns an object containing filenameToSignedUrls and filenameToUnsignedUris mappings for uploading model files. Required: model_id.
• Import Fireworks AI account models import Transfer a model from S3 to GCP storage in Fireworks. Returns a long-running operation object for tracking the async transfer (operation fields are not enumerated in the source). Required: account_id, model_id.
• Action Fireworks AI account models prepare Prepare a Fireworks model for different precisions. Returns an empty 200 response on success. Required: model_id.
• Validate Fireworks AI account models validate upload Validate a model upload in Fireworks. Returns the validation result object. Required: account_id, model_id.
• Create Create a Fireworks AI model version Create a model version under a Fireworks account and model. Returns the created model version object. Required: account_id, model_id.
• Action Fireworks AI model versions count Get the number of model versions for a Fireworks model. Returns a count response object. Required: account_id, model_id.
• Action Fireworks AI model versions deploy Deploy a specific model version in Fireworks. Returns a long-running operation object. Required: account_id, model_id, version_id.
• List List all Fireworks AI account policy settings Get the singleton PolicySettings for a Fireworks account. Returns the policy settings object including its name. Required: account_id.
• Update Fireworks AI account policy settings bulk update Update the per-account PolicySettings singleton in Fireworks. Returns the updated policy settings object including its name, rules, and updateTime. Required: account_id.
• List List all Fireworks AI account pricing plans List pricing plans for a Fireworks account. Returns: name, billingType, tokenConfig, acceleratorHourConfig, startTime, endTime, createTime, updateTime, state, id, attributes. Supports filtering (e.g. state=READY) and ordering (e.g. create_time desc).
• Get Get single Fireworks AI account pricing plan by ID Get a single Fireworks pricing plan by id. Returns: name, billingType, tokenConfig, acceleratorHourConfig, startTime, endTime, createTime, updateTime, state, id, attributes. Required: id.
• List List all Fireworks AI account quotas List all quotas for a Fireworks account. Returns: quotas.
• Update Update a Fireworks AI account quota by ID Update a quota. Returns: name, value, maxValue, usage, updateTime. Required: id.
• Get Get single Fireworks AI account quota by ID Get a single quota by id. Returns: name, value, maxValue, usage, updateTime. Required: id.
• List List all Fireworks AI account reinforcement fine tuning jobs List reinforcement fine-tuning jobs for a Fireworks account. Returns: name, displayName, createTime, completedTime, dataset, evaluationDataset, evalAutoCarveout, state, status, createdBy, trainingConfig, evaluator, wandbConfig, awsS3Config, azureBlobStorageConfig, outputStats, jobProgress, inferenceParameters, chunkSize, outputMetrics, maxInferenceReplicaCount, nodeCount, lossConfig,…
• Create Create a Fireworks AI account reinforcement fine tuning job Create a reinforcement fine-tuning job in Fireworks. Returns the created job including displayName, state, status, dataset, evaluator, createTime, and createdBy. Required in body: dataset, evaluator. Optional query: reinforcementFineTuningJobId to supply a custom job UUID (otherwise a random UUID is generated).
• Update Update a Fireworks AI account reinforcement fine tuning job by ID Update a reinforcement fine-tuning job in Fireworks. Returns the updated job including displayName, state, status, dataset, evaluator, createTime, and trainingConfig. Required: id (proxy record id), dataset, evaluator.
• Delete Delete a Fireworks AI account reinforcement fine tuning job by ID Delete a reinforcement fine-tuning job in Fireworks. Returns an empty 204 response on success. Required: id (proxy record id).
• Get Get single Fireworks AI account reinforcement fine tuning job by ID Get a reinforcement fine-tuning job by id in Fireworks. Returns the job object including name, displayName, createTime, dataset, state, status, evaluator, and purpose. Required: account_id, id.
• Cancel Fireworks AI account reinforcement fine tuning jobs cancel Cancel a reinforcement fine-tuning job in Fireworks. Returns an empty object on success. Required: reinforcement_fine_tuning_job_id.
• Action Fireworks AI account reinforcement fine tuning jobs debug Debug a reinforcement fine-tuning job in Fireworks. Returns a debug response object. Required: reinforcement_fine_tuning_job_id.
• Get Account reinforcement fine tuning jobs get metrics file endpoint Get the metrics file endpoint for a reinforcement fine-tuning job in Fireworks. Returns a metrics file response object. Required: reinforcement_fine_tuning_job_id.
• Resume Fireworks AI account reinforcement fine tuning jobs resume Resume a reinforcement fine-tuning job in Fireworks. Returns the resumed job object including state, status, dataset, evaluator, trainingConfig, and jobProgress. Required: reinforcement_fine_tuning_job_id.
• List List all Fireworks AI account rlor trainer jobs List reinforcement fine-tuning (RLOR trainer) steps for a Fireworks account. Returns a paginated collection of RLOR trainer job objects (each exposing at least a name identifier; remaining fields are content-type-specific). Required: account_id. Max 200 per page (default 50).
• Create Create a Fireworks AI account rlor trainer job Create a reinforcement fine-tuning (RLOR trainer) step in a Fireworks account. Returns the created RLOR trainer job object including its name and content-type-specific attributes (training config, datasets, loss config, progress, etc.). Required: account_id. Optional query parameters: rlorTrainerJobId (a random UUID is generated if omitted), trainingShape (validated training-shape selector for…
• Delete Delete a Fireworks AI account rlor trainer job by ID Delete a reinforcement fine-tuning (RLOR trainer) job. Returns an empty 204 response on success. Required: account_id, rlor_trainer_job_id.
• Get Get single Fireworks AI account rlor trainer job by ID Get a Reinforcement Fine-tuning Step (RLOR Trainer Job) by id in Fireworks. Returns the RLOR trainer job object including its name, displayName, state, dataset, and training configuration. Required: id.
• Cancel Fireworks AI account rlor trainer jobs cancel Cancel an RLOR trainer job in Fireworks. Returns an empty object on success. Required: account_id, rlor_trainer_job_id.
• Execute Fireworks AI account rlor trainer jobs execute train step Execute one training step for a keep-alive Reinforcement Fine-tuning (RLOR) job in Fireworks. Returns an empty object on success. Required: account_id, rlor_trainer_job_id.
• Resume Fireworks AI account rlor trainer jobs resume Resume a paused reinforcement fine-tuning step (RLOR trainer job) in Fireworks. Returns the resumed rlor trainer job object including its id, name, and content-type-specific attributes. Required: rlor_trainer_job_id.
• List List all Fireworks AI checkpoints List checkpoints for an RLOR Trainer Job in Fireworks. Returns an array of checkpoint objects, each containing an id and content-type-specific attributes. Required: account_id, rlor_trainer_job_id. Max 200 per page.
• List List all Fireworks AI public logs Get a signed URL for the public trainer logs of an RLOR Trainer Job in Fireworks. Returns: url. Required: account_id, rlor_trainer_job_id.
• List List all Fireworks AI account routers List routers for a Fireworks account. Returns: name, displayName, createTime, createdBy, state, status, deployments, model, weightedRandom, evenLoad, aliases, autoGenerated, public. Supports AIP-160 filter syntax, custom ordering, and field read masks.
• Create Create a Fireworks AI account router Create a router for a Fireworks account. Returns the created router including name, displayName, state, status, deployments, model, and public. Optional: routerId to specify the router's id.
• Update Update a Fireworks AI account router by ID Update a router's properties. Returns the updated router including name, displayName, state, status, deployments, model, and public. Required: id, account_id.
• Delete Delete a Fireworks AI account router by ID Delete a router by id. Returns an empty object on success. Required: id.
• Get Get single Fireworks AI account router by ID Get a Fireworks router by id within an account. Returns the router object including its name, displayName, state, status, deployments, model, aliases, autoGenerated, public, createTime, and createdBy. Required: id. Use readMask to restrict the fields returned; if empty or "*", all fields are returned.
• List List all Fireworks AI account secrets List all secrets for a Fireworks account. Returns: name, keyName, value. The secret value is not included in responses for security reasons. Required: account_id.
• Create Create a Fireworks AI account secret Create a new secret for a Fireworks account. Returns: name, keyName, value. The secret value is accepted on input but never returned in responses for security reasons. Required: account_id, keyName.
• Update Update a Fireworks AI account secret by ID Update an existing secret for a Fireworks account. Returns: name, keyName, value, key_name. The secret value is accepted on input but never returned in responses for security reasons. Required: id, keyName.
• Delete Delete a Fireworks AI account secret by ID Delete a secret from a Fireworks account. Returns an empty 204 response on success. Required: id.
• Get Get single Fireworks AI account secret by ID Get a secret from a Fireworks account by id. Returns: name, keyName, value. The secret value is not returned for security reasons. Required: account_id, id.
• List List all Fireworks AI account serverless rate limits List effective global rate limits for shared serverless pool deployments (fireworks-owned) as a time series. Returns rate limit time-series data (response shape not documented in source). Required: account_id.
• List List all Fireworks AI account serverless token usages List serverless pool token throughput (tokens per minute) by time bucket and base model for a Fireworks account, from production usage metrics. Returns: peakTokensPerMinuteByBaseModel and averageTokensPerMinuteByBaseModel time-series sections. Required: account_id. At least one of includePeakTokensPerMinuteByBaseModel or includeAverageTokensPerMinuteByBaseModel must be true.
• List List all Fireworks AI account supervised fine tuning jobs List supervised fine-tuning jobs in a Fireworks account. Returns a collection of job objects including their name and id, with additional content-type-specific fields. Required: account_id.
• Create Create a Fireworks AI account supervised fine tuning job Create a supervised fine-tuning job in Fireworks. Returns the created job object including its name and id, with additional content-type-specific fields. Required: account_id.
• Delete Delete a Fireworks AI account supervised fine tuning job by ID Delete a supervised fine-tuning job by id. Returns an empty 204 response on success. Required: id.
• Action Fireworks AI account supervised fine tuning jobs estimate cost Estimate the cost of a supervised fine-tuning job in Fireworks using the dataset, base model, and number of epochs. Returns an estimate response object. Required: account_id.
• Get Get single Fireworks AI account supervised fine tuning job by ID Get a supervised fine-tuning job by id in Fireworks. Returns the job object including its dataset, baseModel, epochs, displayName, state, status, and training configuration. Required: account_id, id.
• Cancel Fireworks AI account supervised fine tuning jobs cancel Cancel a running supervised fine-tuning job in Fireworks. Returns an empty response on success. Required: account_id, supervised_fine_tuning_job_id.
• Resume Fireworks AI account supervised fine tuning jobs resume Resume a paused supervised fine-tuning job in Fireworks. Returns the updated job object including its dataset, baseModel, epochs, displayName, state, and status. Required: account_id, supervised_fine_tuning_job_id.
• List List all Fireworks AI account trails List trails for a Fireworks account, ordered by create_time descending by default. Returns: name, displayName, createTime, updateTime, description, createdBy, langfuseConfig, defaultModel, providerKey. Required: account_id.
• Create Create a Fireworks AI account trail Create a new trail in a Fireworks account. Returns the created trail object including name, displayName, description, createTime, createdBy, defaultModel, and providerKey. Required: account_id.
• Update Update a Fireworks AI account trail by ID Update an existing trail in a Fireworks account. Returns the updated trail object including name, displayName, description, updateTime, defaultModel, and providerKey. Required: id, account_id.
• Delete Delete a Fireworks AI account trail by ID Delete a trail from a Fireworks account. Returns an empty 204 response on success. Required: id, account_id.
• Get Get single Fireworks AI account trail by ID Get a single Fireworks trail by id. Returns the trail object including its displayName, description, createTime, updateTime, createdBy, defaultModel, langfuseConfig, and providerKey. Required: id. Optional: readMask to restrict returned fields.
• Get Fireworks AI account trails get metrics Get trace counts and token-usage metrics for a Fireworks trail from the tracing service. Returns a gatewayTrailMetrics object with content-type-specific metric fields. Required: trail_id.
• List List all Fireworks AI account training session jobs List training session jobs for a Fireworks account. Returns an array of training session job records, each containing its name and content-type-specific attributes. Required: account_id.
• Create Create a Fireworks AI account training session job Create a training session job that binds a Fireworks account to a shared trainer. Returns the created job including its name and content-type-specific attributes. Required: account_id.
• Delete Delete a Fireworks AI account training session job by ID Delete a training session job and cascade-clean its child sessions and routes. Returns an empty 204 response on success. Required: account_id, id.
• Get Get single Fireworks AI account training session job by ID Get a single training session job by id. Returns: name, displayName, createTime, updateTime, state, status, createdBy, baseModel. Required: account_id, id.
• List List all Fireworks AI training sessions List training sessions under a training session job in Fireworks. Returns a paginated collection of training session objects, each with id and upstream-defined attributes. Required: training_session_job_id.
• Create Create a Fireworks AI training session Create a training session under a training session job in Fireworks. Returns the created training session object including its id and upstream-defined attributes. Required: account_id, training_session_job_id.
• Get Get single Fireworks AI training session by ID Get a training session by id in Fireworks. Returns the training session object including its id and upstream-defined attributes. Required: id, account_id, training_session_job_id.
• Action Fireworks AI training sessions load state Load or switch the LoRA adapter state for a training session in Fireworks. Returns the updated training session object including its id and upstream-defined attributes. Required: training_session_job_id, training_session_id.
• List List all Fireworks AI account training shapes List training shapes for a Fireworks account. Returns: name, displayName, description, createTime, updateTime, baseModel, deploymentShapeVersion, trainerImageTag, trainerMode, nodeCount, trainerShardingScheme, modelType, parameterCount, acceleratorType, acceleratorCount, baseModelWeightPrecision, maxSupportedContextLength. Supports AIP-160 filtering and custom ordering via filter and orderBy.
• Create Create a Fireworks AI account training shape Create a training shape in a Fireworks account. Returns the created training shape including displayName, baseModel, trainerImageTag, createTime, updateTime, and acceleratorType. Optional trainingShapeId query param assigns a custom ID (AIP-122 segment format, must start with a letter); otherwise a random ID is generated.
• Update Update a Fireworks AI account training shape by ID Update a training shape in Fireworks. Returns the updated training shape including name, displayName, description, createTime, updateTime, baseModel, deploymentShapeVersion, trainerImageTag, trainerMode, nodeCount, trainerShardingScheme, modelType, parameterCount, acceleratorType, acceleratorCount, baseModelWeightPrecision, maxSupportedContextLength. Required: id, baseModel, trainerImageTag.
• Delete Delete a Fireworks AI account training shape by ID Delete a training shape by id. Returns an empty 204 response on success. Required: id.
• Get Get single Fireworks AI account training shape by ID Get a Fireworks training shape by id. Returns the training shape object including name, displayName, baseModel, trainerImageTag, acceleratorType, nodeCount, createTime, and updateTime. Required: id.
• List List all Fireworks AI account users List users in a Fireworks account. Returns: name, displayName, serviceAccount, createTime, role, email, state, status, updateTime, permissionPreset. Supports AIP-160 filter grammar and custom ordering. Required: account_id.
• Create Create a Fireworks AI account user Create a new user in a Fireworks account. Returns the created user object including name, displayName, email, role, state, status, createTime, updateTime, serviceAccount, and permissionPreset. Required: account_id.
• Update Update a Fireworks AI account user by ID Update an existing user in a Fireworks account. Returns the updated user object including name, displayName, email, role, state, status, createTime, updateTime, serviceAccount, and permissionPreset. Required: id, account_id, and role in the request body.
• Get Get single Fireworks AI account user by ID Get a Fireworks account user by id. Returns the user object including name, email, role, displayName, createTime, updateTime, state, status, serviceAccount, and permissionPreset. Required: id.
• Get Fireworks AI account users get API key Get an API key for a Fireworks account user. Returns the API key object including its name. Required: user_id.
• List List all Fireworks AI user API keys List API keys for a user in a Fireworks account. Returns: keyId, displayName, key, createTime, secure, email, prefix, expireTime, annotations, lastUsed. Required: account_id, user_id.
• Create Create a Fireworks AI user API key Create a new API key for a specific user in a Fireworks account. Returns the created API key object. Required: account_id, user_id.
• Delete Delete a Fireworks AI user API key by ID Delete an API key for a user in Fireworks. Returns an empty 204 response on success. Required: account_id, user_id.
• List List all Fireworks AI responses List all model responses for the authenticated Fireworks account. Returns response objects, each including its id. Max 100 per page.
• Create Create a Fireworks AI response Create a model response in Fireworks, optionally interacting with custom tools via the Model Context Protocol (MCP). Supports conversational continuation via previous_response_id and streaming. Returns the response object including its id.
• Delete Delete a Fireworks AI response by ID Delete a Fireworks model response by id. The response data is removed immediately and permanently; conversations referencing it can no longer access it. Returns a DeleteResponse confirmation object. Required: id.
• Get Get single Fireworks AI response by ID List all model responses for the authenticated Fireworks account. Returns a ResponseList envelope containing the paginated results. Max 100 per page.
• Create Create a Fireworks AI completion Create a text completion in Fireworks for the provided prompt and parameters. Returns: id, object, created, model, choices, usage, perf_metrics, attributes. Required: prompt.
• Create Create a Fireworks AI chat completion Create a chat completion in Fireworks by sending a structured conversation prompt. Returns a chat completion response object following the OpenAI Chat Completions API specification; consult the upstream Fireworks documentation for the complete request and response field structures.
• Create Create a Fireworks AI message Send input messages with text and/or image content to an Anthropic-compatible endpoint in Fireworks, generating the next message in a single-turn or stateless multi-turn conversation. Returns a Message object following the Anthropic Messages API format.
• Get Get single Fireworks AI generic deployment type version by ID Get a generic deployment type version in Fireworks. Returns: name, createTime, snapshot, updateTime, imageTag. Required: generic_deployment_type_id, id.
• Delete Delete a Fireworks AI generic deployment type version by ID Delete a generic deployment type version in Fireworks. Returns an empty 204 response on success. Required: generic_deployment_type_id, id.
• List List all Fireworks AI training shape versions List training shape versions for a Fireworks training shape, ordered by create_time by default. Returns: createTime, snapshot, validated, public, latestValidated, updateTime. Required: training_shape_id.
• Get Get single Fireworks AI training shape version by ID Get a single training shape version by account id. Returns: name, createTime, snapshot, validated, public, latestValidated, updateTime. Required: training_shape_id, id.
• Update Update a Fireworks AI training shape version by ID Update mutable fields of a training shape version (validated, public). Returns: name, createTime, snapshot, validated, public, latestValidated, updateTime. Required: training_shape_id, id.

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