MCP Radar
MCP Server

Hydracept

com.hydracept/hydracept
MCP & Agent Infrastructure Public & reachable MCP 2025-11-25

What this MCP does

Provides an agent execution control plane for capability discovery, durable jobs, budgets, receipts, model adapters, artifacts, and BYOK inference.

Capabilities

Tools

38 tools
estimate_capability
HTTP alias of hydracept_quote_capability. Same 0.3 retail quote. 'input' is an alias for 'body'.
Input schema 
{'type': 'object', 'title': 'estimate_capabilityArguments', 'required': ['capability_key'], 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}, 'input': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Input', 'default': None}, 'capability_key': {'type': 'string', 'title': 'Capability Key'}}}
Output schema 
{'type': 'object', 'title': 'estimate_capabilityDictOutput', 'additionalProperties': True}
get_capability_request_quote
Read the human-paid commission quote for a capability request. Never an execution.quoteId.
Input schema 
{'type': 'object', 'title': 'get_capability_request_quoteArguments', 'required': ['request_id'], 'properties': {'request_id': {'type': 'string', 'title': 'Request Id'}}}
Output schema 
{'type': 'object', 'title': 'get_capability_request_quoteDictOutput', 'additionalProperties': True}
hydracept_bind_adapter_alias
Pin adapter alias for recipe
Resolve a project alias to an immutable alias-version binding for persistence in a project recipe. Omitted project/environment arguments inherit the authenticated workspace binding. Omit version_id to pin the current version. Recipe pinning is allowed for catalog-only adapters; generation still requires a compatible route.
Input schema 
{'type': 'object', 'title': 'hydracept_bind_adapter_aliasArguments', 'required': ['alias'], 'properties': {'alias': {'type': 'string', 'title': 'Alias'}, 'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'version_id': {'type': 'string', 'title': 'Version Id', 'default': ''}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_bind_adapter_aliasDictOutput', 'additionalProperties': True}
hydracept_capabilities
List, find, or describe capabilities. Includes one-shot readiness facts. Text job_async descriptors may include features.deferredProcessing (50% off standard token rates).
Input schema 
{'type': 'object', 'title': 'hydracept_capabilitiesArguments', 'properties': {'key': {'type': 'string', 'title': 'Key', 'default': ''}, 'query': {'type': 'string', 'title': 'Query', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_capabilitiesDictOutput', 'additionalProperties': True}
hydracept_clear_adapter_default
Clear project adapter default
Clear the project/environment image adapter default. Omitted project/environment arguments inherit the authenticated workspace binding. This does not alter the alias or its immutable history; clearing an environment override may reveal an inherited project-wide default.
Input schema 
{'type': 'object', 'title': 'hydracept_clear_adapter_defaultArguments', 'properties': {'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}, 'capability_key': {'type': 'string', 'title': 'Capability Key', 'default': 'image.generate.v1'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_clear_adapter_defaultDictOutput', 'additionalProperties': True}
hydracept_create_adapter_alias
Create adapter alias
Create a stable semantic project alias for a registered adapter. Omitted project/environment arguments inherit the authenticated workspace binding. Catalog aliases may reference registrations that are not yet executable. Does not generate or spend money.
Input schema 
{'type': 'object', 'title': 'hydracept_create_adapter_aliasArguments', 'required': ['alias', 'adapter_id'], 'properties': {'alias': {'type': 'string', 'title': 'Alias'}, 'weight': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Weight', 'default': None}, 'adapter_id': {'type': 'string', 'title': 'Adapter Id'}, 'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_create_adapter_aliasDictOutput', 'additionalProperties': True}
hydracept_download_artifact
Return artifact download metadata and content hash (hosted MCP does not write local files).
Input schema 
{'type': 'object', 'title': 'hydracept_download_artifactArguments', 'required': ['job_id', 'artifact_id'], 'properties': {'job_id': {'type': 'string', 'title': 'Job Id'}, 'artifact_id': {'type': 'string', 'title': 'Artifact Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_download_artifactDictOutput', 'additionalProperties': True}
hydracept_get_receipt
Fetch sealed receipt summary for a job.
Input schema 
{'type': 'object', 'title': 'hydracept_get_receiptArguments', 'required': ['job_id'], 'properties': {'job_id': {'type': 'string', 'title': 'Job Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_get_receiptDictOutput', 'additionalProperties': True}
hydracept_invoke
Invoke a synchronous capability (read-only domain/DNS and text). 'input' is an alias for 'body'.
Input schema 
{'type': 'object', 'title': 'hydracept_invokeArguments', 'required': ['capability_key'], 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}, 'input': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Input', 'default': None}, 'capability_key': {'type': 'string', 'title': 'Capability Key'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_invokeDictOutput', 'additionalProperties': True}
hydracept_job_inspect
Inspect error, diagnostics, receipt summary, request snapshot, and reuse candidate for one job.
Input schema 
{'type': 'object', 'title': 'hydracept_job_inspectArguments', 'required': ['job_id'], 'properties': {'job_id': {'type': 'string', 'title': 'Job Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_job_inspectDictOutput', 'additionalProperties': True}
hydracept_jobs_find
Find recent, failed, or reusable project jobs without asking the human for a job id.
Input schema 
{'type': 'object', 'title': 'hydracept_jobs_findArguments', 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 10}, 'intent': {'type': 'string', 'title': 'Intent', 'default': 'recent'}, 'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'capability_key': {'type': 'string', 'title': 'Capability Key', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_jobs_findDictOutput', 'additionalProperties': True}
hydracept_job_status
GET /v1/jobs/{jobId} once. If nextAction is poll, wait pollAfterSeconds and call again.
Input schema 
{'type': 'object', 'title': 'hydracept_job_statusArguments', 'required': ['job_id'], 'properties': {'job_id': {'type': 'string', 'title': 'Job Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_job_statusDictOutput', 'additionalProperties': True}
hydracept_lockfile_emit
GET /v1/provenance/lockfile?receipt_id=.
Input schema 
{'type': 'object', 'title': 'hydracept_lockfile_emitArguments', 'required': ['receipt_id'], 'properties': {'receipt_id': {'type': 'string', 'title': 'Receipt Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_lockfile_emitDictOutput', 'additionalProperties': True}
hydracept_manifest_create
POST /v1/provenance/manifests.
Input schema 
{'type': 'object', 'title': 'hydracept_manifest_createArguments', 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'hydracept_manifest_createDictOutput', 'additionalProperties': True}
hydracept_manifest_verify
POST /v1/provenance/manifests/{manifest_id}/verify.
Input schema 
{'type': 'object', 'title': 'hydracept_manifest_verifyArguments', 'required': ['manifest_id'], 'properties': {'manifest_id': {'type': 'string', 'title': 'Manifest Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_manifest_verifyDictOutput', 'additionalProperties': True}
hydracept_model_adapters
Choose model adapters
List the bound project's registered model adapters, semantic aliases, image-generation default, and static routing readiness. To use one LoRA, call hydracept_use_lora with its alias or name. To suggest a new public LoRA, call hydracept_suggest_lora with a Hugging Face link. Do not assemble adapter ids, weight filenames, or base-model families. Omitted project/environment arguments inherit the authenticated workspace binding. A registered adapter is not necessarily executable; require routingReadiness.routeCompatible before selecting it for generation. credentialAvailability=not_checked means credentials/capacity are still quote-time concerns. The project default is not applied unless the caller sends input.adapters. Trigger words are stored and are not added to the prompt.
Input schema 
{'type': 'object', 'title': 'hydracept_model_adaptersArguments', 'properties': {'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_model_adaptersDictOutput', 'additionalProperties': True}
hydracept_pinned_bulk
POST /v1/inference/pinned/bulk — concurrent pinned items, one logical execution each.
Input schema 
{'type': 'object', 'title': 'hydracept_pinned_bulkArguments', 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'hydracept_pinned_bulkDictOutput', 'additionalProperties': True}
hydracept_pinned_bulk_get
GET /v1/inference/pinned/bulk/{bulk_id} once. If nextAction is poll, wait pollAfterSeconds and call again.
Input schema 
{'type': 'object', 'title': 'hydracept_pinned_bulk_getArguments', 'required': ['bulk_id'], 'properties': {'bulk_id': {'type': 'string', 'title': 'Bulk Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_pinned_bulk_getDictOutput', 'additionalProperties': True}
hydracept_pinned_get
GET /v1/inference/pinned/{receipt_id}.
Input schema 
{'type': 'object', 'title': 'hydracept_pinned_getArguments', 'required': ['receipt_id'], 'properties': {'receipt_id': {'type': 'string', 'title': 'Receipt Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_pinned_getDictOutput', 'additionalProperties': True}
hydracept_pinned_run
POST /v1/inference/pinned — exact pin, scientific receipt. Standard processing by default. Opt in with processing=deferred on eligible OpenAI Responses pins (50% Flex). One logical model execution, no truncation rewrite, no Flex→Standard fallback. Pre-inference capacity 429s may retry.
Input schema 
{'type': 'object', 'title': 'hydracept_pinned_runArguments', 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'hydracept_pinned_runDictOutput', 'additionalProperties': True}
hydracept_prepare_adapter_selection
Use adapter selection
Normalize several LoRA selections into the exact image.generate.v1 input.adapters contract. For one named LoRA, call hydracept_use_lora instead. This does not submit or spend money. Select only route-compatible entries.
Input schema 
{'type': 'object', 'title': 'hydracept_prepare_adapter_selectionArguments', 'properties': {'adapters': {'anyOf': [{'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}}, {'type': 'null'}], 'title': 'Adapters', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'hydracept_prepare_adapter_selectionDictOutput', 'additionalProperties': True}
hydracept_preview_lora_source
Preview LoRA source
Low-level lookup for a public Hugging Face LoRA link. Prefer hydracept_suggest_lora, which also matches project aliases and returns a generation patch or a confirmation. Returns the pinned commit, weight files, detected base-model family, suggested name, strength, and trigger words. Does not register an adapter, download weight tensors, or spend money. A detected family with executable=false can be saved but current image routes cannot run it.
Input schema 
{'type': 'object', 'title': 'hydracept_preview_lora_sourceArguments', 'required': ['query'], 'properties': {'query': {'type': 'string', 'title': 'Query'}, 'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_preview_lora_sourceDictOutput', 'additionalProperties': True}
hydracept_project_get_operation
Poll a project operation. Execution happens in the game checkout, not on this host.
Input schema 
{'type': 'object', 'title': 'hydracept_project_get_operationArguments', 'required': ['operation_id'], 'properties': {'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'operation_id': {'type': 'string', 'title': 'Operation Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_project_get_operationDictOutput', 'additionalProperties': True}
hydracept_project_request_operation
POST a project operation. Hosted MCP does not run the customer repo; a local watcher must execute it.
Input schema 
{'type': 'object', 'title': 'hydracept_project_request_operationArguments', 'required': ['command'], 'properties': {'input': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Input', 'default': None}, 'command': {'type': 'string', 'title': 'Command'}, 'context': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Context', 'default': None}, 'action_key': {'type': 'string', 'title': 'Action Key', 'default': ''}, 'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_project_request_operationDictOutput', 'additionalProperties': True}
hydracept_promote_adapter_alias
Promote adapter alias
Explicitly move a semantic alias to a new registered adapter/weight by creating a new immutable alias version. Omitted project/environment arguments inherit the authenticated workspace binding. Existing recipe bindings do not move. An alias serving as an active generation default must remain route-compatible unless the default is cleared first.
Input schema 
{'type': 'object', 'title': 'hydracept_promote_adapter_aliasArguments', 'required': ['alias', 'adapter_id'], 'properties': {'alias': {'type': 'string', 'title': 'Alias'}, 'weight': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Weight', 'default': None}, 'adapter_id': {'type': 'string', 'title': 'Adapter Id'}, 'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_promote_adapter_aliasDictOutput', 'additionalProperties': True}
hydracept_quote_capability
POST /v1/capabilities/{key}/quote. Does not reserve or charge funds. 'input' is an alias for 'body'.
Input schema 
{'type': 'object', 'title': 'hydracept_quote_capabilityArguments', 'required': ['capability_key'], 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}, 'input': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Input', 'default': None}, 'capability_key': {'type': 'string', 'title': 'Capability Key'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_quote_capabilityDictOutput', 'additionalProperties': True}
hydracept_register_model_adapter
Register model adapter
Register a reusable project LoRA without generating or spending money. Prefer hydracept_suggest_lora and hydracept_use_lora for a project name or a public Hugging Face link. Use this tool for provider_ref or hydracept_artifact sources, or when the caller already has every source field. source_kind must be provider_ref, huggingface, or hydracept_artifact. source_ref is namespace/repository; source_file_path may identify an explicit public .safetensors file. If file path is omitted the repository is cataloged but remains non-executable. When a file path is supplied, Hydracept validates it and freezes the Hub commit. For hydracept_artifact, source_ref is a project artifactId and Hydracept binds its immutable content hash. For provider_ref, source_provider is required. Omitted project/environment arguments inherit the authenticated workspace binding. Inspect sourceHealth and routingReadiness.routeCompatible in the result before quoting generation.
Input schema 
{'type': 'object', 'title': 'hydracept_register_model_adapterArguments', 'required': ['display_name', 'source_kind', 'source_ref'], 'properties': {'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'source_ref': {'type': 'string', 'title': 'Source Ref'}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}, 'source_kind': {'type': 'string', 'title': 'Source Kind'}, 'display_name': {'type': 'string', 'title': 'Display Name'}, 'trigger_words': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Trigger Words', 'default': None}, 'source_provider': {'type': 'string', 'title': 'Source Provider', 'default': ''}, 'source_revision': {'type': 'string', 'title': 'Source Revision', 'default': ''}, 'source_file_path': {'type': 'string', 'title': 'Source File Path', 'default': ''}, 'base_model_family': {'type': 'string', 'title': 'Base Model Family', 'default': 'flux'}, 'recommended_weight': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Recommended Weight', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'hydracept_register_model_adapterDictOutput', 'additionalProperties': True}
hydracept_revalidate_model_adapter
Revalidate model adapter source
Re-check the frozen source identity for a registered adapter without generating or spending money. For Hugging Face this checks the already-pinned commit and file; it never advances a branch or tag. For Hydracept artifacts it rechecks immutable content and safetensors structure. Provider-native refs are opaque and remain declared. Use this when sourceHealth is stale, unavailable, or invalid.
Input schema 
{'type': 'object', 'title': 'hydracept_revalidate_model_adapterArguments', 'required': ['adapter_id'], 'properties': {'adapter_id': {'type': 'string', 'title': 'Adapter Id'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_revalidate_model_adapterDictOutput', 'additionalProperties': True}
hydracept_run
hydracept.run-result.v1 over hosted HTTP. Artifact persist requires stdio MCP in a checkout. 'input' is an alias for 'body'.
Input schema 
{'type': 'object', 'title': 'hydracept_runArguments', 'required': ['capability_key'], 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}, 'wait': {'type': 'boolean', 'title': 'Wait', 'default': True}, 'input': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Input', 'default': None}, 'timeout': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Timeout', 'default': None}, 'max_cost': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Max Cost', 'default': None}, 'capability_key': {'type': 'string', 'title': 'Capability Key'}, 'idempotency_key': {'type': 'string', 'title': 'Idempotency Key', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_runDictOutput', 'additionalProperties': True}
hydracept_set_adapter_default
Set project adapter default
Set a route-compatible semantic alias preselected for future image.generate.v1 work. Omitted project/environment arguments inherit the authenticated workspace binding. The default is not silently injected by the API; agents still send the resolved adapters[] selection.
Input schema 
{'type': 'object', 'title': 'hydracept_set_adapter_defaultArguments', 'required': ['alias'], 'properties': {'alias': {'type': 'string', 'title': 'Alias'}, 'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}, 'capability_key': {'type': 'string', 'title': 'Capability Key', 'default': 'image.generate.v1'}}}
Output schema 
{'type': 'object', 'title': 'hydracept_set_adapter_defaultDictOutput', 'additionalProperties': True}
hydracept_smoke
Explicit managed-trial smoke. Same contract as stdio: generation, pricing, SHA-256, PNG alpha.
Input schema 
{'type': 'object', 'title': 'hydracept_smokeArguments', 'properties': {'prompt': {'type': 'string', 'title': 'Prompt', 'default': 'flat 2D game icon of a slime, no plate, no ground, no shadow, centered, simple silhouette'}, 'capability': {'type': 'string', 'title': 'Capability', 'default': 'image.generate.v1'}, 'output_path': {'type': 'string', 'title': 'Output Path', 'default': ''}, 'poll_seconds': {'type': 'integer', 'title': 'Poll Seconds', 'default': 90}}}
Output schema 
{'type': 'object', 'title': 'hydracept_smokeDictOutput', 'additionalProperties': True}
hydracept_status
Session diagnostics for the authenticated API key.
Input schema 
{'type': 'object', 'title': 'hydracept_statusArguments', 'properties': {'refresh': {'type': 'boolean', 'title': 'Refresh', 'default': False}}}
Output schema 
{'type': 'object', 'title': 'hydracept_statusDictOutput', 'additionalProperties': True}
hydracept_submit_job
Submit a capability job. Omit quoteId; the API seals pricing at admission. Eligible durable text jobs use deferred processing at 50% of standard token rates. Returns nextAction. 'input' is an alias for 'body'.
Input schema 
{'type': 'object', 'title': 'hydracept_submit_jobArguments', 'required': ['capability_key'], 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}, 'input': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Input', 'default': None}, 'capability_key': {'type': 'string', 'title': 'Capability Key'}, 'idempotency_key': {'type': 'string', 'title': 'Idempotency Key', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_submit_jobDictOutput', 'additionalProperties': True}
hydracept_suggest_lora
Suggest a LoRA
Suggest a LoRA without registering it or spending money. query can be a project alias, a registered LoRA name, an adapter id, or a public Hugging Face link. Show the user the say field. If intent is use, pass inputPatch.adapters on image.generate.v1. If intent is suggest, wait for the user to agree, then call hydracept_use_lora with accept.arguments. If intent is choose, ask the question in say, then call hydracept_use_lora with file_path or base_model_family. Do not invent repository paths, commits, weight filenames, or base-model families.
Input schema 
{'type': 'object', 'title': 'hydracept_suggest_loraArguments', 'required': ['query'], 'properties': {'query': {'type': 'string', 'title': 'Query'}, 'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_suggest_loraDictOutput', 'additionalProperties': True}
hydracept_use_lora
Use a LoRA
Use one LoRA on image generation, or add an unambiguous public Hugging Face LoRA and then use it. Does not generate an image or spend money. Pass a project alias, registered name, adapter id, or the same query hydracept_suggest_lora returned. Pass file_path only after a suggestion says to choose a weights file. Pass base_model_family only after a suggestion says the base model is missing. Pass refresh=true only when the suggestion says a newer commit is available. When inputPatch is present, pass inputPatch.adapters on image.generate.v1. Do not fill adapter ids, file paths, or base-model families yourself.
Input schema 
{'type': 'object', 'title': 'hydracept_use_loraArguments', 'required': ['query'], 'properties': {'query': {'type': 'string', 'title': 'Query'}, 'refresh': {'type': 'boolean', 'title': 'Refresh', 'default': False}, 'file_path': {'type': 'string', 'title': 'File Path', 'default': ''}, 'project_id': {'type': 'string', 'title': 'Project Id', 'default': ''}, 'environment': {'type': 'string', 'title': 'Environment', 'default': ''}, 'base_model_family': {'type': 'string', 'title': 'Base Model Family', 'default': ''}}}
Output schema 
{'type': 'object', 'title': 'hydracept_use_loraDictOutput', 'additionalProperties': True}
hydracept_verify_lockfile
POST /v1/provenance/lockfile/verify.
Input schema 
{'type': 'object', 'title': 'hydracept_verify_lockfileArguments', 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'hydracept_verify_lockfileDictOutput', 'additionalProperties': True}
request_capability_quote
Create a capability REQUEST. Commission quotes are human-paid and must not be used as execution.quoteId.
Input schema 
{'type': 'object', 'title': 'request_capability_quoteArguments', 'properties': {'body': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Body', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'request_capability_quoteDictOutput', 'additionalProperties': True}
resolve_capability
Determine whether Hydracept already provides a suitable capability. Does not spend money.
Input schema 
{'type': 'object', 'title': 'resolve_capabilityArguments', 'required': ['intent'], 'properties': {'intent': {'type': 'string', 'title': 'Intent'}, 'requirements': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Requirements', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'resolve_capabilityDictOutput', 'additionalProperties': True}
History

Recent tool changes

Added
hydracept_preview_lora_source
Oct. 1, 2026, 2:42 a.m.
Changed
hydracept_register_model_adapter
Oct. 1, 2026, 2:42 a.m.
Added
hydracept_use_lora
Oct. 1, 2026, 2:42 a.m.
Added
hydracept_suggest_lora
Oct. 1, 2026, 2:42 a.m.
Changed
hydracept_prepare_adapter_selection
Oct. 1, 2026, 2:42 a.m.
Changed
hydracept_model_adapters
Oct. 1, 2026, 2:42 a.m.
Added
hydracept_revalidate_model_adapter
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_register_model_adapter
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_clear_adapter_default
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_set_adapter_default
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_bind_adapter_alias
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_promote_adapter_alias
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_create_adapter_alias
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_prepare_adapter_selection
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_model_adapters
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_project_get_operation
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_project_request_operation
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_job_inspect
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_jobs_find
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_verify_lockfile
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_lockfile_emit
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_manifest_verify
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_manifest_create
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_pinned_bulk_get
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_pinned_get
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_pinned_bulk
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_pinned_run
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_smoke
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_download_artifact
Sept. 27, 2026, 2:40 a.m.
Added
hydracept_get_receipt
Sept. 27, 2026, 2:40 a.m.
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