Algenta MCP Server
Server Details
Governed data discovery, exact queries, decisions, simulations, and runtime utilities over MCP.
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- Status
- Unhealthy
- Uptime
- 71.1% over 68 days
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- thyn-ai/algenta-sdk
- GitHub Stars
- 1
- Server Listing
- Algenta
TDQS
Scored across 140 tools
The tool set has many overlapping concepts: list_data vs list_datasets vs list_sources, get_data_summary vs get_data_schema vs get_source_schema, simulate vs score vs plan_decision vs product_decision vs recommend vs compare, and multiple agent-run get/query variants. While descriptions are detailed, an agent would struggle to pick the right tool among these near-duplicates.
Most tools follow a verb_noun pattern (list_, get_, create_, delete_, update_, query_, product_, run_), but there are inconsistencies: 'batch' and 'compare' are bare verbs, 'chat_completions' and 'responses' are noun phrases, and the product_* prefix is used inconsistently alongside plain simulate/score/recommend. The pattern is readable but not uniform.
140 tools is an extreme count for any MCP server. Even accounting for a broad platform surface (simulation, data, connectors, agent runs, billing, team management, repository intelligence, runtime, capabilities), the sheer number creates overwhelming selection burden and indicates the server is trying to be a full platform rather than a coherent tool set.
The surface is broad and covers many lifecycles (connectors, datasets, agent runs, jobs, decisions, triggers, deployments, team members, API keys), but there are notable gaps: no update/delete for datasets, no update for agent runs beyond resume/approve/cancel, no delete for jobs, and no way to update or delete decisions after logging. The repository chain is well-covered, but the overall domain is so sprawling that completeness is uneven.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
73 tool updates
- Changed
apply_repository11 fields changed- added
Input schema / properties / base_branch / descriptionAdded value: +"Branch the patch applies onto and the PR targets; defaults to the connector's default branch." - added
Input schema / properties / branch_name / descriptionAdded value: +"Branch to create; defaults to algenta/<plan-suffix>." - added
Input schema / properties / commit_message / descriptionAdded value: +"Commit message; a default naming the plan id is used otherwise." - added
Input schema / properties / decision_plan_id / descriptionAdded value: +"Plan id from create_repository_decision_plan." - added
Input schema / properties / mode / descriptionAdded value: +"patch_only returns the diff; local_branch commits it; remote_pr pushes and opens a PR." - added
Input schema / properties / pull_request_body / descriptionAdded value: +"PR body for remote_pr mode." - added
Input schema / properties / pull_request_title / descriptionAdded value: +"PR title for remote_pr mode." - added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors." - added
Input schema / properties / simulation_id / descriptionAdded value: +"Simulation id from simulate_repository." - added
Input schema / properties / snapshot_id / descriptionAdded value: +"Snapshot id; resolved from the decision plan when omitted." - added
Input schema / properties / write_permission / descriptionAdded value: +"Must be true for local_branch and remote_pr; ignored for patch_only."
- Changed
approve_agent_run1 field changed- added
Input schema / properties / run_id / descriptionAdded value: +"Waiting run id from create_agent_run or list_agent_runs."
- Changed
browse_connector1 field changed- added
Input schema / properties / connector_id / descriptionAdded value: +"Saved connector id from list_connectors."
- Changed
cancel_agent_run1 field changed- added
Input schema / properties / run_id / descriptionAdded value: +"Run id from create_agent_run or list_agent_runs."
- Changed
chat_completions4 fields changed- added
Input schema / properties / messages / descriptionAdded value: +"Ordered conversation transcript; the last user message is the prompt." - added
Input schema / properties / messages / items / properties / content / descriptionAdded value: +"Text content of this transcript turn." - added
Input schema / properties / messages / items / properties / role / descriptionAdded value: +"Speaker role for this transcript turn." - added
Input schema / properties / model / descriptionAdded value: +"Chat-capable model id from list_models."
- Changed
compare3 fields changed- added
Input schema / properties / runs / descriptionAdded value: +"Scenario count per simulation; forwarded to each run." - changed
Input schema / properties / scenarios / descriptionPrevious value: -"Named scenarios forwarded to POST /v1/compare."New value: +"Named scenarios, each {name, request} with request in the simulate payload shape; 2-10 items." - added
Input schema / properties / seed / descriptionAdded value: +"Simulation seed for reproducible results."
- Changed
count_tokens2 fields changed- added
Input schema / properties / input / descriptionAdded value: +"UTF-8 text whose tokens are counted." - added
Input schema / properties / model / descriptionAdded value: +"Tokenizer model id from list_models."
- Changed
create_agent_run7 fields changed- added
Input schema / properties / approval_mode / descriptionAdded value: +"auto executes immediately (default); manual waits for approve_agent_run before executing." - added
Input schema / properties / context / descriptionAdded value: +"Optional structured context or data for the task." - added
Input schema / properties / max_steps / descriptionAdded value: +"Maximum execution steps, 1-50; defaults to 10." - added
Input schema / properties / output_format / descriptionAdded value: +"Result format: text (default), json, or markdown." - added
Input schema / properties / start_paused / descriptionAdded value: +"Persist the run in paused state until resume_agent_run." - added
Input schema / properties / task / descriptionAdded value: +"What the agent should do, in plain words (min 5 characters)." - added
Input schema / properties / tools / descriptionAdded value: +"Restrict the tools the agent may pick from; defaults to search, simulate, optimize, calculate, summarize."
- Changed
create_api_key3 fields changed- added
Input schema / properties / device_limit / descriptionAdded value: +"Optional per-key device cap; must not exceed the plan ceiling." - added
Input schema / properties / expires_at / descriptionAdded value: +"Optional ISO-8601 expiry timestamp for the key." - added
Input schema / properties / label / descriptionAdded value: +"Human-readable label identifying the key's purpose."
- Changed
create_billing_checkout1 field changed- added
Input schema / properties / plan / descriptionAdded value: +"Plan to purchase; defaults to developer."
- Changed
create_capability_binding8 fields changed- added
Input schema / properties / binding_name / descriptionAdded value: +"Human-readable binding name." - added
Input schema / properties / config / descriptionAdded value: +"Profile credentials and options." - added
Input schema / properties / customer_metadata / descriptionAdded value: +"Optional caller metadata stored with the binding." - added
Input schema / properties / execution_owner / descriptionAdded value: +"Where executions run; defaults to the profile's default_execution_owner." - added
Input schema / properties / profile_id / descriptionAdded value: +"Profile id within the provider." - added
Input schema / properties / provider_id / descriptionAdded value: +"Provider id from list_capability_providers." - added
Input schema / properties / scope / descriptionAdded value: +"Visibility scope; defaults to workspace." - added
Input schema / properties / scope_ref / descriptionAdded value: +"Optional concrete user/workspace id the scope binds to."
- Changed
create_connector5 fields changed- added
Input schema / properties / config / descriptionAdded value: +"Type-specific connection settings and credentials; encrypted at rest and never returned." - added
Input schema / properties / connector_type / descriptionAdded value: +"Connector type id, e.g. a database, API, file, or repository type." - added
Input schema / properties / description / descriptionAdded value: +"Optional note on what this connector is for." - added
Input schema / properties / name / descriptionAdded value: +"Human-readable connector name." - added
Input schema / properties / visibility / descriptionAdded value: +"Who can see the connector; defaults to private."
- Changed
create_deployment4 fields changed- added
Input schema / properties / billing_markup_pct / descriptionAdded value: +"Billing markup percentage applied to this deployment, 0-200." - added
Input schema / properties / config / descriptionAdded value: +"Optional provider-specific configuration." - added
Input schema / properties / provider / descriptionAdded value: +"Cloud provider: algenta_shared (default), aws, azure, or gcp." - added
Input schema / properties / region / descriptionAdded value: +"Region id from list_deployment_regions; defaults to algenta-shared."
- Changed
create_repository_decision_plan4 fields changed- added
Input schema / properties / model / descriptionAdded value: +"Optional planner model override." - added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors." - added
Input schema / properties / snapshot_id / descriptionAdded value: +"Snapshot id; resolved from the evidence bundle when omitted." - added
Input schema / properties / workspace_evidence_bundle_ref / descriptionAdded value: +"Bundle ref returned by triage_repository."
- Changed
create_repository_snapshot6 fields changed- added
Input schema / properties / exclude_patterns / descriptionAdded value: +"Glob patterns excluding files from the snapshot." - added
Input schema / properties / include_patterns / descriptionAdded value: +"Glob patterns limiting which files are snapshotted." - added
Input schema / properties / max_file_size_bytes / descriptionAdded value: +"Per-file size cap in bytes, 1024-10000000; defaults to 1000000." - added
Input schema / properties / max_files / descriptionAdded value: +"File-count cap, up to 200000; defaults to 20000." - added
Input schema / properties / ref / descriptionAdded value: +"Git ref to snapshot; defaults to the connector's default ref." - added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors."
- Changed
disable_skill1 field changed- added
Input schema / properties / binding_id / descriptionAdded value: +"Skill binding id from list_skills."
- Changed
discover_capability_binding8 fields changed- added
Input schema / properties / binding_id / descriptionAdded value: +"Saved binding id to discover; omit to preview inline." - added
Input schema / properties / config / descriptionAdded value: +"Credentials/options for the inline preview form." - added
Input schema / properties / customer_metadata / descriptionAdded value: +"Metadata for the inline preview form." - added
Input schema / properties / execution_owner / descriptionAdded value: +"Execution owner for the inline preview form." - added
Input schema / properties / profile_id / descriptionAdded value: +"Profile id for the inline preview form." - added
Input schema / properties / provider_id / descriptionAdded value: +"Provider id for the inline preview form." - added
Input schema / properties / scope / descriptionAdded value: +"Scope for the inline preview form." - added
Input schema / properties / scope_ref / descriptionAdded value: +"Scope reference for the inline preview form."
- Changed
embedding_similarity3 fields changed- added
Input schema / properties / left / descriptionAdded value: +"First embedding vector; length must equal right's." - added
Input schema / properties / model / descriptionAdded value: +"Similarity model id from list_models; selects the metric." - added
Input schema / properties / right / descriptionAdded value: +"Second embedding vector; length must equal left's."
- Changed
embeddings3 fields changed- added
Input schema / properties / dimensions / descriptionAdded value: +"Length of each returned embedding vector." - added
Input schema / properties / input / descriptionAdded value: +"Text to embed: one string, or a list embedded item by item." - added
Input schema / properties / model / descriptionAdded value: +"Embedding model id from list_models."
- Changed
enable_skill6 fields changed- added
Input schema / properties / artifact_affinities / descriptionAdded value: +"Optional artifact affinities for routing." - added
Input schema / properties / description / descriptionAdded value: +"Optional human-readable summary of the skill." - added
Input schema / properties / execution_owner / descriptionAdded value: +"Where executions run; defaults to client_managed." - added
Input schema / properties / instruction / descriptionAdded value: +"Instruction text the skill injects when selected." - added
Input schema / properties / skill_name / descriptionAdded value: +"Skill name; also names the new binding." - added
Input schema / properties / tags / descriptionAdded value: +"Optional routing tags."
- Changed
execute_capability5 fields changed- added
Input schema / properties / binding_id / descriptionAdded value: +"Optional binding id to disambiguate the execution target." - added
Input schema / properties / capability_id / descriptionAdded value: +"Capability id from route_capabilities or list_capabilities." - added
Input schema / properties / input / descriptionAdded value: +"Capability-specific execution input." - removed
Input schema / properties / plan_idRemoved value: -{ - "description": "Set only after a previously proposed, approval_required plan has been approved via POST /v1/capability-executions/{plan_id}/approve.", - "type": "string" -} - added
Input schema / properties / request_id / descriptionAdded value: +"Optional caller request id for correlation."
- Changed
get_agent_run1 field changed- added
Input schema / properties / run_id / descriptionAdded value: +"Run id returned by create_agent_run or list_agent_runs."
- Changed
get_agent_run_checkpoints1 field changed- added
Input schema / properties / run_id / descriptionAdded value: +"Run id returned by create_agent_run or list_agent_runs."
- Changed
get_agent_run_events2 fields changed- added
Input schema / properties / limit / descriptionAdded value: +"Maximum events returned, up to 1000; defaults to 1000." - added
Input schema / properties / run_id / descriptionAdded value: +"Run id returned by create_agent_run or list_agent_runs."
- Changed
get_agent_run_mission_events2 fields changed- added
Input schema / properties / limit / descriptionAdded value: +"Maximum events returned, up to 1000; defaults to 1000." - added
Input schema / properties / run_id / descriptionAdded value: +"Run id returned by create_agent_run or list_agent_runs."
- Changed
get_agent_run_telemetry2 fields changed- added
Input schema / properties / limit / descriptionAdded value: +"Maximum batches returned, up to 1000; defaults to 1000." - added
Input schema / properties / run_id / descriptionAdded value: +"Run id returned by create_agent_run or list_agent_runs."
- Changed
get_audit_log_artifacts11 fields changed- added
Input schema / properties / action / descriptionAdded value: +"Keep only artifacts with this action." - added
Input schema / properties / actor_email / descriptionAdded value: +"Keep only artifacts by this actor email." - added
Input schema / properties / content_hash / descriptionAdded value: +"Keep only the artifact with this content hash." - added
Input schema / properties / limit / descriptionAdded value: +"Entries per page, up to 100; defaults to 25." - added
Input schema / properties / manifest_version / descriptionAdded value: +"Keep only artifacts tied to this runtime manifest version." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; defaults to 1." - added
Input schema / properties / policy_snapshot_id / descriptionAdded value: +"Keep only artifacts tied to this execution-policy snapshot." - added
Input schema / properties / request_hash / descriptionAdded value: +"Keep only artifacts tied to this request hash." - added
Input schema / properties / resource_type / descriptionAdded value: +"Keep only artifacts against this resource type." - added
Input schema / properties / result / descriptionAdded value: +"Keep only artifacts with this result value." - added
Input schema / properties / schema_snapshot_id / descriptionAdded value: +"Keep only artifacts tied to this schema snapshot."
- Changed
get_audit_logs10 fields changed- added
Input schema / properties / action / descriptionAdded value: +"Keep only events with this action, e.g. execution_policy.update." - added
Input schema / properties / actor_email / descriptionAdded value: +"Keep only events by this actor email." - added
Input schema / properties / limit / descriptionAdded value: +"Entries per page, up to 100; defaults to 25." - added
Input schema / properties / manifest_version / descriptionAdded value: +"Keep only events tied to this runtime manifest version." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; defaults to 1." - added
Input schema / properties / policy_snapshot_id / descriptionAdded value: +"Keep only events tied to this execution-policy snapshot." - added
Input schema / properties / request_hash / descriptionAdded value: +"Keep only events tied to this request hash." - added
Input schema / properties / resource_type / descriptionAdded value: +"Keep only events against this resource type." - added
Input schema / properties / result / descriptionAdded value: +"Keep only events with this result value." - added
Input schema / properties / schema_snapshot_id / descriptionAdded value: +"Keep only events tied to this schema snapshot."
- Changed
get_capability2 fields changed- added
Input schema / properties / capability_id / descriptionAdded value: +"Capability id from list_capabilities or route_capabilities." - added
Input schema / properties / include_instruction / descriptionAdded value: +"Also return the instruction text for skill capabilities."
- Changed
get_connector1 field changed- added
Input schema / properties / connector_id / descriptionAdded value: +"Saved connector id from list_connectors."
- Changed
get_deployment_cost1 field changed- added
Input schema / properties / deployment_id / descriptionAdded value: +"Deployment id from get_deployment."
- Changed
get_repository_snapshot2 fields changed- added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors." - added
Input schema / properties / snapshot_id / descriptionAdded value: +"Snapshot id returned by create_repository_snapshot."
- Changed
ingest_metering_events10 fields changed- added
Input schema / properties / device_id / descriptionAdded value: +"Managed-runtime device id that produced the events." - added
Input schema / properties / events / descriptionAdded value: +"Analytics events; every field below is optional." - added
Input schema / properties / events / items / properties / engine_used / descriptionAdded value: +"Compute engine that executed the call." - added
Input schema / properties / events / items / properties / event_type / descriptionAdded value: +"Event kind label, e.g. execution." - added
Input schema / properties / events / items / properties / function / descriptionAdded value: +"Function within the module that ran." - added
Input schema / properties / events / items / properties / latency_ms / descriptionAdded value: +"Observed execution latency in milliseconds." - added
Input schema / properties / events / items / properties / module / descriptionAdded value: +"Runtime module that ran." - added
Input schema / properties / events / items / properties / request_id / descriptionAdded value: +"Caller-side request id for correlation." - added
Input schema / properties / events / items / properties / success / descriptionAdded value: +"Whether the execution succeeded." - added
Input schema / properties / events / items / properties / timestamp / descriptionAdded value: +"Unix timestamp of the event; determines its billing period."
- Changed
invite_team_member2 fields changed- added
Input schema / properties / email / descriptionAdded value: +"Email address the invite link is sent to." - added
Input schema / properties / role / descriptionAdded value: +"Org role granted on accept; defaults to member."
- Changed
list_agent_runs6 fields changed- added
Input schema / properties / limit / descriptionAdded value: +"Runs per page, up to 200; defaults to 25." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; defaults to 1." - added
Input schema / properties / policy_snapshot_id / descriptionAdded value: +"Keep only runs under this execution-policy snapshot." - added
Input schema / properties / request_hash / descriptionAdded value: +"Keep only runs created from this request hash." - added
Input schema / properties / schema_snapshot_id / descriptionAdded value: +"Keep only runs under this schema snapshot." - added
Input schema / properties / status / descriptionAdded value: +"Keep only runs in this lifecycle status."
- Changed
list_capabilities3 fields changed- added
Input schema / properties / binding_ids / descriptionAdded value: +"Keep only capabilities from these bindings." - added
Input schema / properties / kinds / descriptionAdded value: +"Keep only these capability kinds." - added
Input schema / properties / provider_ids / descriptionAdded value: +"Keep only capabilities from these providers."
- Changed
list_capability_bindings2 fields changed- added
Input schema / properties / provider_id / descriptionAdded value: +"Keep only bindings of this provider." - added
Input schema / properties / scope / descriptionAdded value: +"Keep only bindings at this scope."
- Changed
list_connectors3 fields changed- added
Input schema / properties / limit / descriptionAdded value: +"Connectors per page; defaults to 25." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; defaults to 1." - added
Input schema / properties / status / descriptionAdded value: +"Keep only connectors in this health status; defaults to all."
- Changed
list_devices2 fields changed- added
Input schema / properties / limit / descriptionAdded value: +"Devices per page, up to 200; defaults to 25." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; defaults to 1."
- Changed
list_jobs3 fields changed- added
Input schema / properties / limit / descriptionAdded value: +"Jobs per page, up to 200; defaults to 25." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; defaults to 1." - changed
Input schema / properties / status / descriptionPrevious value: -"Optional job status filter such as queued or completed."New value: +"Optional job status filter such as queued, running, completed, failed, or cancelled."
- Changed
list_runs1 field changed- added
Input schema / properties / status / descriptionAdded value: +"Keep only runs in this status."
- Changed
list_team_members2 fields changed- added
Input schema / properties / limit / descriptionAdded value: +"Members per page (default 25 when paginating)." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; enables the paginated envelope."
- Changed
preview_test_connector2 fields changed- added
Input schema / properties / config / descriptionAdded value: +"Inline connection settings and credentials to test." - added
Input schema / properties / connector_type / descriptionAdded value: +"Connector type id to test."
- Changed
product_agent_run5 fields changed- added
Input schema / properties / context / descriptionAdded value: +"Optional structured context or data for the task." - added
Input schema / properties / max_steps / descriptionAdded value: +"Maximum execution steps, 1-50; defaults to 10." - added
Input schema / properties / output_format / descriptionAdded value: +"Result format: text (default), json, or markdown." - added
Input schema / properties / task / descriptionAdded value: +"What the agent should do, in plain words (min 5 characters)." - added
Input schema / properties / tools / descriptionAdded value: +"Restrict the tools the agent may pick from; defaults to search, simulate, optimize, calculate, summarize."
- Changed
product_decision6 fields changed- added
Input schema / properties / engine / descriptionAdded value: +"Simulation engine; auto (default) selects one from the data shape. Options: monte_carlo, lhs, qmc_sobol, bootstrap, mcmc, importance_sampling, time_series, sensitivity." - changed
Input schema / properties / inputs / descriptionPrevious value: -"Business inputs with current value and optional low/high bounds."New value: +"Business inputs as {name, value, low?, high?, unit?} objects; low+high turn a value into a triangular uncertainty range." - added
Input schema / properties / label / descriptionAdded value: +"Optional caller label stored with the decision." - added
Input schema / properties / objective / descriptionAdded value: +"Goal label such as maximize_value, minimize_risk, maximize_profit, or minimize_cost; defaults to maximize_value." - added
Input schema / properties / risk_tolerance / descriptionAdded value: +"Loss-probability ceiling for a proceed recommendation: low, medium (default), or high." - added
Input schema / properties / scenarios / descriptionAdded value: +"Scenarios to evaluate, 1000-1000000; defaults to 10000."
- Changed
product_forecast5 fields changed- added
Input schema / properties / confidence_level / descriptionAdded value: +"Confidence interval width, 0.5-0.99; defaults to 0.90. The z-value comes from the nearest of 0.90, 0.95, 0.99." - added
Input schema / properties / history / descriptionAdded value: +"Historical values in chronological order, most recent last; 3-1000 points." - added
Input schema / properties / horizon / descriptionAdded value: +"How many periods ahead to forecast, 1-120; defaults to 12." - added
Input schema / properties / metric / descriptionAdded value: +"Name of what you are forecasting, e.g. monthly_revenue." - added
Input schema / properties / seasonality / descriptionAdded value: +"Account for seasonal patterns; defaults to true."
- Changed
product_optimize5 fields changed- added
Input schema / properties / constraints / descriptionAdded value: +"Business constraints the answer must respect." - added
Input schema / properties / engine / descriptionAdded value: +"Simulation engine; auto (default) selects one, lhs is recommended for optimization. Options: lhs, monte_carlo, qmc_sobol." - added
Input schema / properties / iterations / descriptionAdded value: +"Search iterations, 100-100000; defaults to 1000." - added
Input schema / properties / objective / descriptionAdded value: +"What to optimize, e.g. 'maximize profit' or 'minimize cost'; the wording sets the search direction." - added
Input schema / properties / variables / descriptionAdded value: +"Variables as {name, min, max, unit?} objects with their allowed ranges."
- Changed
product_retrieve5 fields changed- added
Input schema / properties / collection_id / descriptionAdded value: +"ID of a connected data source to search." - added
Input schema / properties / documents / descriptionAdded value: +"Inline documents as {id?, content, metadata?} objects; the set that actually gets ranked." - added
Input schema / properties / query / descriptionAdded value: +"What you are looking for (min 3 characters)." - added
Input schema / properties / rerank / descriptionAdded value: +"Accepted for compatibility; ranking is always the deterministic lexical score." - added
Input schema / properties / top_k / descriptionAdded value: +"Number of results to return, 1-50; defaults to 5."
- Changed
query_agent_run_checkpoints8 fields changed- added
Input schema / properties / checkpoint_id / descriptionAdded value: +"Fetch exactly this checkpoint." - added
Input schema / properties / limit / descriptionAdded value: +"Checkpoints per page, up to 200; defaults to 25." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; defaults to 1." - added
Input schema / properties / policy_snapshot_id / descriptionAdded value: +"Keep only checkpoints under this execution-policy snapshot." - added
Input schema / properties / request_hash / descriptionAdded value: +"Keep only checkpoints of runs with this request hash." - added
Input schema / properties / run_id / descriptionAdded value: +"Keep only checkpoints of this run." - added
Input schema / properties / schema_snapshot_id / descriptionAdded value: +"Keep only checkpoints under this schema snapshot." - added
Input schema / properties / status / descriptionAdded value: +"Keep only checkpoints of runs in this status."
- Changed
query_agent_run_mission_events8 fields changed- added
Input schema / properties / event_type / descriptionAdded value: +"Keep only events of this type, e.g. run_completed." - added
Input schema / properties / limit / descriptionAdded value: +"Events per page, up to 200; defaults to 25." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; defaults to 1." - added
Input schema / properties / policy_snapshot_id / descriptionAdded value: +"Keep only events under this execution-policy snapshot." - added
Input schema / properties / request_hash / descriptionAdded value: +"Keep only events of runs with this request hash." - added
Input schema / properties / run_id / descriptionAdded value: +"Keep only events of this run." - added
Input schema / properties / schema_snapshot_id / descriptionAdded value: +"Keep only events under this schema snapshot." - added
Input schema / properties / status / descriptionAdded value: +"Keep only events of runs in this status."
- Changed
query_agent_run_telemetry9 fields changed- added
Input schema / properties / limit / descriptionAdded value: +"Batches per page, up to 200; defaults to 25." - added
Input schema / properties / module_name / descriptionAdded value: +"Keep only telemetry batches from this runtime module." - added
Input schema / properties / page / descriptionAdded value: +"1-based page number; defaults to 1." - added
Input schema / properties / policy_snapshot_id / descriptionAdded value: +"Keep only telemetry under this execution-policy snapshot." - added
Input schema / properties / request_hash / descriptionAdded value: +"Keep only telemetry of runs with this request hash." - added
Input schema / properties / run_id / descriptionAdded value: +"Keep only telemetry of this run." - added
Input schema / properties / schema_snapshot_id / descriptionAdded value: +"Keep only telemetry under this schema snapshot." - added
Input schema / properties / status / descriptionAdded value: +"Keep only telemetry of runs in this status." - added
Input schema / properties / telemetry_kind / descriptionAdded value: +"Keep only telemetry batches of this kind."
- Changed
query_repository_graph8 fields changed- added
Input schema / properties / direction / descriptionAdded value: +"Edge direction to walk: inbound = dependents, outbound = dependencies; defaults to both." - added
Input schema / properties / file_path / descriptionAdded value: +"Optional seed file to walk the graph from." - added
Input schema / properties / max_depth / descriptionAdded value: +"Traversal depth from the seeds, 1-6; defaults to 2." - added
Input schema / properties / max_nodes / descriptionAdded value: +"Graph node cap, 1-1024; defaults to 128." - added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors." - added
Input schema / properties / snapshot_id / descriptionAdded value: +"Snapshot id from create_repository_snapshot; required unless workspace_evidence_bundle_ref is given." - added
Input schema / properties / symbol_name / descriptionAdded value: +"Optional seed symbol to walk the graph from." - added
Input schema / properties / workspace_evidence_bundle_ref / descriptionAdded value: +"Triage bundle ref; alternative seed scope to snapshot_id."
- Changed
refresh_credits3 fields changed- added
Input schema / properties / billing_period / descriptionAdded value: +"Billing month in YYYY-MM form." - added
Input schema / properties / credits_used / descriptionAdded value: +"Credits consumed since the last refresh; defaults to 0." - added
Input schema / properties / device_id / descriptionAdded value: +"Registered device id the credits are issued to."
- Changed
remove_team_member1 field changed- added
Input schema / properties / user_id / descriptionAdded value: +"Member's user_id from list_team_members."
- Changed
rerank8 fields changed- added
Input schema / properties / documents / descriptionAdded value: +"Candidate documents to rank against the query vector." - added
Input schema / properties / documents / items / properties / embedding / descriptionAdded value: +"Document vector; length must equal query_embedding's." - added
Input schema / properties / documents / items / properties / id / descriptionAdded value: +"Caller-assigned document identifier, echoed back." - added
Input schema / properties / documents / items / properties / metadata / descriptionAdded value: +"Optional document metadata echoed back in the ranking." - added
Input schema / properties / documents / items / properties / text / descriptionAdded value: +"Optional document text echoed back in the ranking." - added
Input schema / properties / model / descriptionAdded value: +"Similarity model id from list_models; selects the metric." - added
Input schema / properties / query_embedding / descriptionAdded value: +"Query vector every document embedding is scored against." - added
Input schema / properties / top_n / descriptionAdded value: +"Optional cap on how many top-ranked documents are returned; omit to return all documents ranked."
- Changed
responses7 fields changed- added
Input schema / properties / dimensions / descriptionAdded value: +"Embedding vector length when the selected model produces embeddings." - added
Input schema / properties / input / descriptionAdded value: +"One string, a list of independent strings (each its own single-turn request), or a typed OpenResponses-style input array processed as one multi-turn conversation." - added
Input schema / properties / model / descriptionAdded value: +"Model id from list_models; selects the output item type." - added
Input schema / properties / parallel_tool_calls / descriptionAdded value: +"Whether the model may emit multiple tool calls in parallel." - added
Input schema / properties / previous_response_id / descriptionAdded value: +"Continues a prior typed-array conversation; state lives in the server process's memory only." - added
Input schema / properties / tool_choice / descriptionAdded value: +"Controls whether the model calls a tool: auto, none, required, or a specific named function." - added
Input schema / properties / tools / descriptionAdded value: +"Function tools the model may call during this response, in OpenResponses function-tool shape."
- Changed
resume_agent_run1 field changed- added
Input schema / properties / run_id / descriptionAdded value: +"Paused run id from create_agent_run or list_agent_runs."
- Changed
retrain_dataset2 fields changed- added
Input schema / properties / dataset_id / descriptionAdded value: +"Dataset ID from onboard_dataset or list_datasets." - added
Input schema / properties / epochs / descriptionAdded value: +"Training epochs, 5-500; defaults to 80."
- Changed
revoke_api_key1 field changed- added
Input schema / properties / key_id / descriptionAdded value: +"API key id from list_api_keys."
- Changed
revoke_device1 field changed- added
Input schema / properties / registration_id / descriptionAdded value: +"Device registration id from list_devices."
- Changed
route_capabilities8 fields changed- added
Input schema / properties / artifact_affinities / descriptionAdded value: +"Prefer capabilities affine to these artifacts." - added
Input schema / properties / binding_ids / descriptionAdded value: +"Restrict candidates to these bindings." - added
Input schema / properties / execution_owners / descriptionAdded value: +"Restrict candidates to these execution owners." - added
Input schema / properties / kinds / descriptionAdded value: +"Restrict candidates to these capability kinds." - added
Input schema / properties / max_fallbacks / descriptionAdded value: +"How many fallback routes to return, 0-10; defaults to 3." - added
Input schema / properties / objective / descriptionAdded value: +"What you want to accomplish, in plain words." - added
Input schema / properties / provider_ids / descriptionAdded value: +"Restrict candidates to these providers." - added
Input schema / properties / tags / descriptionAdded value: +"Prefer capabilities carrying these tags."
- Changed
run_repository_fix3 fields changed- added
Input schema / properties / apply / descriptionAdded value: +"apply_repository arguments (branch, message, PR fields, write_permission); mode defaults to patch_only." - added
Input schema / properties / pipeline / descriptionAdded value: +"run_repository_pipeline arguments; defaults to {}." - added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors."
- Changed
run_repository_pipeline11 fields changed- added
Input schema / properties / max_evidence_items / descriptionAdded value: +"Triage evidence item cap; defaults to 16." - added
Input schema / properties / max_snippet_lines / descriptionAdded value: +"Triage per-snippet line cap; defaults to 40." - added
Input schema / properties / model / descriptionAdded value: +"Optional planner model override for the plan stage." - added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors." - added
Input schema / properties / runs / descriptionAdded value: +"Simulation scenario count; omit for the complexity-adaptive count." - added
Input schema / properties / seed / descriptionAdded value: +"Simulation seed; defaults to 42." - added
Input schema / properties / signals / descriptionAdded value: +"Triage evidence seeds (see triage_repository)." - added
Input schema / properties / snapshot / descriptionAdded value: +"Inline create_repository_snapshot arguments when no snapshot_id is given." - added
Input schema / properties / snapshot_id / descriptionAdded value: +"Existing snapshot id to reuse." - added
Input schema / properties / stop_after / descriptionAdded value: +"Stage to halt after; defaults to simulate (full chain)." - added
Input schema / properties / token_budget / descriptionAdded value: +"Triage evidence token budget; defaults to 6000."
- Changed
simulate_repository5 fields changed- added
Input schema / properties / decision_plan_id / descriptionAdded value: +"Plan id from create_repository_decision_plan." - added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors." - added
Input schema / properties / runs / descriptionAdded value: +"Scenario count, 100-250000; omit for the complexity-adaptive count." - added
Input schema / properties / seed / descriptionAdded value: +"Simulation seed for reproducible results; defaults to 42." - added
Input schema / properties / snapshot_id / descriptionAdded value: +"Snapshot id; resolved from the decision plan when omitted."
- Changed
simulate_repository_patch4 fields changed- added
Input schema / properties / confidence / descriptionAdded value: +"Optional caller confidence recorded with the simulation." - added
Input schema / properties / patch_diff / descriptionAdded value: +"Unified diff of the in-flight patch to evaluate." - added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors." - added
Input schema / properties / snapshot_id / descriptionAdded value: +"Snapshot id from create_repository_snapshot."
- Changed
test_capability_binding8 fields changed- added
Input schema / properties / binding_id / descriptionAdded value: +"Saved binding id to test; omit to preview-test inline." - added
Input schema / properties / config / descriptionAdded value: +"Credentials/options for the inline preview form." - added
Input schema / properties / customer_metadata / descriptionAdded value: +"Metadata for the inline preview form." - added
Input schema / properties / execution_owner / descriptionAdded value: +"Execution owner for the inline preview form." - added
Input schema / properties / profile_id / descriptionAdded value: +"Profile id for the inline preview form." - added
Input schema / properties / provider_id / descriptionAdded value: +"Provider id for the inline preview form." - added
Input schema / properties / scope / descriptionAdded value: +"Scope for the inline preview form." - added
Input schema / properties / scope_ref / descriptionAdded value: +"Scope reference for the inline preview form."
- Changed
test_connector1 field changed- added
Input schema / properties / connector_id / descriptionAdded value: +"Saved connector id from list_connectors."
- Changed
tokenize2 fields changed- added
Input schema / properties / input / descriptionAdded value: +"UTF-8 text to tokenize." - added
Input schema / properties / model / descriptionAdded value: +"Tokenizer model id from list_models."
- Changed
triage_repository6 fields changed- added
Input schema / properties / max_evidence_items / descriptionAdded value: +"Evidence item cap, 1-64; defaults to 16." - added
Input schema / properties / max_snippet_lines / descriptionAdded value: +"Per-snippet line cap, 5-200; defaults to 40." - added
Input schema / properties / repository_id / descriptionAdded value: +"Saved repository connector id from list_connectors." - added
Input schema / properties / signals / descriptionAdded value: +"Evidence seeds: issue_text, diagnostics, failing_tests, changed_files, workspace_context." - added
Input schema / properties / snapshot_id / descriptionAdded value: +"Snapshot id from create_repository_snapshot." - added
Input schema / properties / token_budget / descriptionAdded value: +"Total evidence token budget, 256-32000; defaults to 6000."
- Changed
update_connector5 fields changed- added
Input schema / properties / config / descriptionAdded value: +"Replacement connection config; resets health status to untested." - added
Input schema / properties / connector_id / descriptionAdded value: +"Saved connector id from list_connectors." - added
Input schema / properties / description / descriptionAdded value: +"New description note." - added
Input schema / properties / name / descriptionAdded value: +"New human-readable name." - added
Input schema / properties / visibility / descriptionAdded value: +"New visibility."
- Changed
update_execution_policy4 fields changed- added
Input schema / properties / allow_reexecution / descriptionAdded value: +"Idempotency gate preventing double-actions." - added
Input schema / properties / min_confidence / descriptionAdded value: +"Block executions whose confidence is below this, 0-1." - added
Input schema / properties / require_calibration / descriptionAdded value: +"Require recorded outcomes before auto-execution." - added
Input schema / properties / risk_floor / descriptionAdded value: +"Block executions whose worst-case (p5) loss exceeds this."
- Changed
update_me2 fields changed- added
Input schema / properties / name / descriptionAdded value: +"New display name for the calling user." - added
Input schema / properties / org_name / descriptionAdded value: +"New organization name; requires admin or owner role."
- Changed
update_team_member_role2 fields changed- added
Input schema / properties / role / descriptionAdded value: +"New org role for the member." - added
Input schema / properties / user_id / descriptionAdded value: +"Target member's user_id from list_team_members."
1 tool update
- Changed
execute_capability1 field changed- added
Input schema / properties / plan_idAdded value: +{ + "description": "Set only after a previously proposed, approval_required plan has been approved via POST /v1/capability-executions/{plan_id}/approve.", + "type": "string" +}
1 tool update
- Changed
responses5 fields changed- changed
Input schema / properties / input / oneOfPrevious value: -[ - { - "type": "string" - }, - { - "items": { - "type": "string" - }, - "type": "array" - } -]New value: +[ + { + "type": "string" + }, + { + "items": { + "type": "string" + }, + "type": "array" + }, + { + "items": { + "properties": { + "type": { + "enum": [ + "message", + "function_call", + "function_call_output" + ], + "type": "string" + } + }, + "required": [ + "type" + ], + "type": "object" + }, + "type": "array" + } +] - added
Input schema / properties / parallel_tool_callsAdded value: +{ + "type": "boolean" +} - added
Input schema / properties / previous_response_idAdded value: +{ + "type": "string" +} - added
Input schema / properties / tool_choiceAdded value: +{ + "oneOf": [ + { + "enum": [ + "auto", + "none", + "required" + ], + "type": "string" + }, + { + "properties": { + "function": { + "properties": { + "name": { + "type": "string" + } + }, + "required": [ + "name" + ], + "type": "object" + }, + "type": { + "enum": [ + "function" + ], + "type": "string" + } + }, + "required": [ + "type", + "function" + ], + "type": "object" + } + ] +} - added
Input schema / properties / toolsAdded value: +{ + "items": { + "properties": { + "function": { + "properties": { + "description": { + "type": "string" + }, + "name": { + "type": "string" + }, + "parameters": { + "type": "object" + } + }, + "required": [ + "name" + ], + "type": "object" + }, + "type": { + "enum": [ + "function" + ], + "type": "string" + } + }, + "required": [ + "type", + "function" + ], + "type": "object" + }, + "type": "array" +}
140 tool updates
- First observed
apply_repository - First observed
approve_agent_run - First observed
batch - First observed
browse_connector - First observed
cancel_agent_run - First observed
cancel_job - First observed
chat_completions - First observed
compare - First observed
connect_data - First observed
count_tokens - First observed
create_agent_run - First observed
create_api_key - First observed
create_billing_checkout - First observed
create_billing_portal - First observed
create_capability_binding - First observed
create_connector - First observed
create_deployment - First observed
create_repository_decision_plan - First observed
create_repository_snapshot - First observed
delete_connector - First observed
delete_decision - First observed
delete_deployment - First observed
delete_trigger - First observed
disable_skill - First observed
disconnect_data - First observed
discover_capability_binding - First observed
embedding_similarity - First observed
embeddings - First observed
enable_skill - First observed
execute_capability - First observed
execute_decision - First observed
execute_runtime_library - First observed
fire_trigger - First observed
get_agent_run - First observed
get_agent_run_checkpoints - First observed
get_agent_run_events - First observed
get_agent_run_mission_events - First observed
get_agent_run_telemetry - First observed
get_analytics - First observed
get_audit_log_artifacts - First observed
get_audit_logs - First observed
get_billing_info - First observed
get_capability - First observed
get_connector - First observed
get_contract - First observed
get_data_schema - First observed
get_data_summary - First observed
get_dataset_status - First observed
get_decision - First observed
get_deployment - First observed
get_deployment_cost - First observed
get_execution_policy - First observed
get_job_result - First observed
get_job_status - First observed
get_limits - First observed
get_me - First observed
get_repository_intelligence_capabilities - First observed
get_repository_snapshot - First observed
get_run - First observed
get_runtime_benchmarks - First observed
get_runtime_manifest - First observed
get_runtime_modules - First observed
get_runtime_release_validation - First observed
get_source_schema - First observed
get_usage - First observed
ingest_data - First observed
ingest_metering_events - First observed
invite_team_member - First observed
list_agent_runs - First observed
list_api_keys - First observed
list_capabilities - First observed
list_capability_bindings - First observed
list_capability_providers - First observed
list_connectors - First observed
list_data - First observed
list_datasets - First observed
list_decisions - First observed
list_deployment_regions - First observed
list_devices - First observed
list_distributions - First observed
list_execution_policy_snapshots - First observed
list_jobs - First observed
list_models - First observed
list_runs - First observed
list_runtime_libraries - First observed
list_skills - First observed
list_sources - First observed
list_team_members - First observed
list_templates - First observed
list_triggers - First observed
log_decision - First observed
onboard_dataset - First observed
pause_trigger - First observed
plan_decision - First observed
poll_job - First observed
preview_browse_connector - First observed
preview_test_connector - First observed
product_agent_run - First observed
product_decision - First observed
product_forecast - First observed
product_optimize - First observed
product_retrieve - First observed
query_agent_run_checkpoints - First observed
query_agent_run_mission_events - First observed
query_agent_run_telemetry - First observed
query_batch - First observed
query_data - First observed
query_repository_graph - First observed
query_sql_report - First observed
recommend - First observed
record_outcome - First observed
refresh_credits - First observed
refresh_data - First observed
register_source - First observed
register_trigger - First observed
remove_team_member - First observed
rerank - First observed
resolve_artifact_bridge - First observed
responses - First observed
resume_agent_run - First observed
retrain_dataset - First observed
revoke_api_key - First observed
revoke_device - First observed
route_capabilities - First observed
run_repository_fix - First observed
run_repository_pipeline - First observed
score - First observed
simulate - First observed
simulate_repository - First observed
simulate_repository_patch - First observed
submit_job - First observed
test_capability_binding - First observed
test_connector - First observed
test_webhook_delivery - First observed
tokenize - First observed
triage_repository - First observed
update_connector - First observed
update_execution_policy - First observed
update_me - First observed
update_team_member_role
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