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Glama

Server Details

Governed data discovery, exact queries, decisions, simulations, and runtime utilities over MCP.

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Status
Unhealthy
Uptime
71.8% over 68 days
Last Tested
Transport
Streamable HTTP
URL
Repository
thyn-ai/algenta-sdk
GitHub Stars
1
Server Listing
Algenta

TDQS

A3.6/5.0

Scored across 140 tools

Disambiguation2/5

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.

Naming Consistency3/5

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.

Tool Count1/5

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.

Completeness3/5

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.

  1. 73 tool updates
    • Changedapply_repository11 fields changed
      • addedInput schema / properties / base_branch / description
        Added value: +"Branch the patch applies onto and the PR targets; defaults to the connector's default branch."
      • addedInput schema / properties / branch_name / description
        Added value: +"Branch to create; defaults to algenta/<plan-suffix>."
      • addedInput schema / properties / commit_message / description
        Added value: +"Commit message; a default naming the plan id is used otherwise."
      • addedInput schema / properties / decision_plan_id / description
        Added value: +"Plan id from create_repository_decision_plan."
      • addedInput schema / properties / mode / description
        Added value: +"patch_only returns the diff; local_branch commits it; remote_pr pushes and opens a PR."
      • addedInput schema / properties / pull_request_body / description
        Added value: +"PR body for remote_pr mode."
      • addedInput schema / properties / pull_request_title / description
        Added value: +"PR title for remote_pr mode."
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
      • addedInput schema / properties / simulation_id / description
        Added value: +"Simulation id from simulate_repository."
      • addedInput schema / properties / snapshot_id / description
        Added value: +"Snapshot id; resolved from the decision plan when omitted."
      • addedInput schema / properties / write_permission / description
        Added value: +"Must be true for local_branch and remote_pr; ignored for patch_only."
    • Changedapprove_agent_run1 field changed
      • addedInput schema / properties / run_id / description
        Added value: +"Waiting run id from create_agent_run or list_agent_runs."
    • Changedbrowse_connector1 field changed
      • addedInput schema / properties / connector_id / description
        Added value: +"Saved connector id from list_connectors."
    • Changedcancel_agent_run1 field changed
      • addedInput schema / properties / run_id / description
        Added value: +"Run id from create_agent_run or list_agent_runs."
    • Changedchat_completions4 fields changed
      • addedInput schema / properties / messages / description
        Added value: +"Ordered conversation transcript; the last user message is the prompt."
      • addedInput schema / properties / messages / items / properties / content / description
        Added value: +"Text content of this transcript turn."
      • addedInput schema / properties / messages / items / properties / role / description
        Added value: +"Speaker role for this transcript turn."
      • addedInput schema / properties / model / description
        Added value: +"Chat-capable model id from list_models."
    • Changedcompare3 fields changed
      • addedInput schema / properties / runs / description
        Added value: +"Scenario count per simulation; forwarded to each run."
      • changedInput schema / properties / scenarios / description
        Previous 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."
      • addedInput schema / properties / seed / description
        Added value: +"Simulation seed for reproducible results."
    • Changedcount_tokens2 fields changed
      • addedInput schema / properties / input / description
        Added value: +"UTF-8 text whose tokens are counted."
      • addedInput schema / properties / model / description
        Added value: +"Tokenizer model id from list_models."
    • Changedcreate_agent_run7 fields changed
      • addedInput schema / properties / approval_mode / description
        Added value: +"auto executes immediately (default); manual waits for approve_agent_run before executing."
      • addedInput schema / properties / context / description
        Added value: +"Optional structured context or data for the task."
      • addedInput schema / properties / max_steps / description
        Added value: +"Maximum execution steps, 1-50; defaults to 10."
      • addedInput schema / properties / output_format / description
        Added value: +"Result format: text (default), json, or markdown."
      • addedInput schema / properties / start_paused / description
        Added value: +"Persist the run in paused state until resume_agent_run."
      • addedInput schema / properties / task / description
        Added value: +"What the agent should do, in plain words (min 5 characters)."
      • addedInput schema / properties / tools / description
        Added value: +"Restrict the tools the agent may pick from; defaults to search, simulate, optimize, calculate, summarize."
    • Changedcreate_api_key3 fields changed
      • addedInput schema / properties / device_limit / description
        Added value: +"Optional per-key device cap; must not exceed the plan ceiling."
      • addedInput schema / properties / expires_at / description
        Added value: +"Optional ISO-8601 expiry timestamp for the key."
      • addedInput schema / properties / label / description
        Added value: +"Human-readable label identifying the key's purpose."
    • Changedcreate_billing_checkout1 field changed
      • addedInput schema / properties / plan / description
        Added value: +"Plan to purchase; defaults to developer."
    • Changedcreate_capability_binding8 fields changed
      • addedInput schema / properties / binding_name / description
        Added value: +"Human-readable binding name."
      • addedInput schema / properties / config / description
        Added value: +"Profile credentials and options."
      • addedInput schema / properties / customer_metadata / description
        Added value: +"Optional caller metadata stored with the binding."
      • addedInput schema / properties / execution_owner / description
        Added value: +"Where executions run; defaults to the profile's default_execution_owner."
      • addedInput schema / properties / profile_id / description
        Added value: +"Profile id within the provider."
      • addedInput schema / properties / provider_id / description
        Added value: +"Provider id from list_capability_providers."
      • addedInput schema / properties / scope / description
        Added value: +"Visibility scope; defaults to workspace."
      • addedInput schema / properties / scope_ref / description
        Added value: +"Optional concrete user/workspace id the scope binds to."
    • Changedcreate_connector5 fields changed
      • addedInput schema / properties / config / description
        Added value: +"Type-specific connection settings and credentials; encrypted at rest and never returned."
      • addedInput schema / properties / connector_type / description
        Added value: +"Connector type id, e.g. a database, API, file, or repository type."
      • addedInput schema / properties / description / description
        Added value: +"Optional note on what this connector is for."
      • addedInput schema / properties / name / description
        Added value: +"Human-readable connector name."
      • addedInput schema / properties / visibility / description
        Added value: +"Who can see the connector; defaults to private."
    • Changedcreate_deployment4 fields changed
      • addedInput schema / properties / billing_markup_pct / description
        Added value: +"Billing markup percentage applied to this deployment, 0-200."
      • addedInput schema / properties / config / description
        Added value: +"Optional provider-specific configuration."
      • addedInput schema / properties / provider / description
        Added value: +"Cloud provider: algenta_shared (default), aws, azure, or gcp."
      • addedInput schema / properties / region / description
        Added value: +"Region id from list_deployment_regions; defaults to algenta-shared."
    • Changedcreate_repository_decision_plan4 fields changed
      • addedInput schema / properties / model / description
        Added value: +"Optional planner model override."
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
      • addedInput schema / properties / snapshot_id / description
        Added value: +"Snapshot id; resolved from the evidence bundle when omitted."
      • addedInput schema / properties / workspace_evidence_bundle_ref / description
        Added value: +"Bundle ref returned by triage_repository."
    • Changedcreate_repository_snapshot6 fields changed
      • addedInput schema / properties / exclude_patterns / description
        Added value: +"Glob patterns excluding files from the snapshot."
      • addedInput schema / properties / include_patterns / description
        Added value: +"Glob patterns limiting which files are snapshotted."
      • addedInput schema / properties / max_file_size_bytes / description
        Added value: +"Per-file size cap in bytes, 1024-10000000; defaults to 1000000."
      • addedInput schema / properties / max_files / description
        Added value: +"File-count cap, up to 200000; defaults to 20000."
      • addedInput schema / properties / ref / description
        Added value: +"Git ref to snapshot; defaults to the connector's default ref."
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
    • Changeddisable_skill1 field changed
      • addedInput schema / properties / binding_id / description
        Added value: +"Skill binding id from list_skills."
    • Changeddiscover_capability_binding8 fields changed
      • addedInput schema / properties / binding_id / description
        Added value: +"Saved binding id to discover; omit to preview inline."
      • addedInput schema / properties / config / description
        Added value: +"Credentials/options for the inline preview form."
      • addedInput schema / properties / customer_metadata / description
        Added value: +"Metadata for the inline preview form."
      • addedInput schema / properties / execution_owner / description
        Added value: +"Execution owner for the inline preview form."
      • addedInput schema / properties / profile_id / description
        Added value: +"Profile id for the inline preview form."
      • addedInput schema / properties / provider_id / description
        Added value: +"Provider id for the inline preview form."
      • addedInput schema / properties / scope / description
        Added value: +"Scope for the inline preview form."
      • addedInput schema / properties / scope_ref / description
        Added value: +"Scope reference for the inline preview form."
    • Changedembedding_similarity3 fields changed
      • addedInput schema / properties / left / description
        Added value: +"First embedding vector; length must equal right's."
      • addedInput schema / properties / model / description
        Added value: +"Similarity model id from list_models; selects the metric."
      • addedInput schema / properties / right / description
        Added value: +"Second embedding vector; length must equal left's."
    • Changedembeddings3 fields changed
      • addedInput schema / properties / dimensions / description
        Added value: +"Length of each returned embedding vector."
      • addedInput schema / properties / input / description
        Added value: +"Text to embed: one string, or a list embedded item by item."
      • addedInput schema / properties / model / description
        Added value: +"Embedding model id from list_models."
    • Changedenable_skill6 fields changed
      • addedInput schema / properties / artifact_affinities / description
        Added value: +"Optional artifact affinities for routing."
      • addedInput schema / properties / description / description
        Added value: +"Optional human-readable summary of the skill."
      • addedInput schema / properties / execution_owner / description
        Added value: +"Where executions run; defaults to client_managed."
      • addedInput schema / properties / instruction / description
        Added value: +"Instruction text the skill injects when selected."
      • addedInput schema / properties / skill_name / description
        Added value: +"Skill name; also names the new binding."
      • addedInput schema / properties / tags / description
        Added value: +"Optional routing tags."
    • Changedexecute_capability5 fields changed
      • addedInput schema / properties / binding_id / description
        Added value: +"Optional binding id to disambiguate the execution target."
      • addedInput schema / properties / capability_id / description
        Added value: +"Capability id from route_capabilities or list_capabilities."
      • addedInput schema / properties / input / description
        Added value: +"Capability-specific execution input."
      • removedInput schema / properties / plan_id
        Removed value: -{
        -  "description": "Set only after a previously proposed, approval_required plan has been approved via POST /v1/capability-executions/{plan_id}/approve.",
        -  "type": "string"
        -}
      • addedInput schema / properties / request_id / description
        Added value: +"Optional caller request id for correlation."
    • Changedget_agent_run1 field changed
      • addedInput schema / properties / run_id / description
        Added value: +"Run id returned by create_agent_run or list_agent_runs."
    • Changedget_agent_run_checkpoints1 field changed
      • addedInput schema / properties / run_id / description
        Added value: +"Run id returned by create_agent_run or list_agent_runs."
    • Changedget_agent_run_events2 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"Maximum events returned, up to 1000; defaults to 1000."
      • addedInput schema / properties / run_id / description
        Added value: +"Run id returned by create_agent_run or list_agent_runs."
    • Changedget_agent_run_mission_events2 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"Maximum events returned, up to 1000; defaults to 1000."
      • addedInput schema / properties / run_id / description
        Added value: +"Run id returned by create_agent_run or list_agent_runs."
    • Changedget_agent_run_telemetry2 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"Maximum batches returned, up to 1000; defaults to 1000."
      • addedInput schema / properties / run_id / description
        Added value: +"Run id returned by create_agent_run or list_agent_runs."
    • Changedget_audit_log_artifacts11 fields changed
      • addedInput schema / properties / action / description
        Added value: +"Keep only artifacts with this action."
      • addedInput schema / properties / actor_email / description
        Added value: +"Keep only artifacts by this actor email."
      • addedInput schema / properties / content_hash / description
        Added value: +"Keep only the artifact with this content hash."
      • addedInput schema / properties / limit / description
        Added value: +"Entries per page, up to 100; defaults to 25."
      • addedInput schema / properties / manifest_version / description
        Added value: +"Keep only artifacts tied to this runtime manifest version."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; defaults to 1."
      • addedInput schema / properties / policy_snapshot_id / description
        Added value: +"Keep only artifacts tied to this execution-policy snapshot."
      • addedInput schema / properties / request_hash / description
        Added value: +"Keep only artifacts tied to this request hash."
      • addedInput schema / properties / resource_type / description
        Added value: +"Keep only artifacts against this resource type."
      • addedInput schema / properties / result / description
        Added value: +"Keep only artifacts with this result value."
      • addedInput schema / properties / schema_snapshot_id / description
        Added value: +"Keep only artifacts tied to this schema snapshot."
    • Changedget_audit_logs10 fields changed
      • addedInput schema / properties / action / description
        Added value: +"Keep only events with this action, e.g. execution_policy.update."
      • addedInput schema / properties / actor_email / description
        Added value: +"Keep only events by this actor email."
      • addedInput schema / properties / limit / description
        Added value: +"Entries per page, up to 100; defaults to 25."
      • addedInput schema / properties / manifest_version / description
        Added value: +"Keep only events tied to this runtime manifest version."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; defaults to 1."
      • addedInput schema / properties / policy_snapshot_id / description
        Added value: +"Keep only events tied to this execution-policy snapshot."
      • addedInput schema / properties / request_hash / description
        Added value: +"Keep only events tied to this request hash."
      • addedInput schema / properties / resource_type / description
        Added value: +"Keep only events against this resource type."
      • addedInput schema / properties / result / description
        Added value: +"Keep only events with this result value."
      • addedInput schema / properties / schema_snapshot_id / description
        Added value: +"Keep only events tied to this schema snapshot."
    • Changedget_capability2 fields changed
      • addedInput schema / properties / capability_id / description
        Added value: +"Capability id from list_capabilities or route_capabilities."
      • addedInput schema / properties / include_instruction / description
        Added value: +"Also return the instruction text for skill capabilities."
    • Changedget_connector1 field changed
      • addedInput schema / properties / connector_id / description
        Added value: +"Saved connector id from list_connectors."
    • Changedget_deployment_cost1 field changed
      • addedInput schema / properties / deployment_id / description
        Added value: +"Deployment id from get_deployment."
    • Changedget_repository_snapshot2 fields changed
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
      • addedInput schema / properties / snapshot_id / description
        Added value: +"Snapshot id returned by create_repository_snapshot."
    • Changedingest_metering_events10 fields changed
      • addedInput schema / properties / device_id / description
        Added value: +"Managed-runtime device id that produced the events."
      • addedInput schema / properties / events / description
        Added value: +"Analytics events; every field below is optional."
      • addedInput schema / properties / events / items / properties / engine_used / description
        Added value: +"Compute engine that executed the call."
      • addedInput schema / properties / events / items / properties / event_type / description
        Added value: +"Event kind label, e.g. execution."
      • addedInput schema / properties / events / items / properties / function / description
        Added value: +"Function within the module that ran."
      • addedInput schema / properties / events / items / properties / latency_ms / description
        Added value: +"Observed execution latency in milliseconds."
      • addedInput schema / properties / events / items / properties / module / description
        Added value: +"Runtime module that ran."
      • addedInput schema / properties / events / items / properties / request_id / description
        Added value: +"Caller-side request id for correlation."
      • addedInput schema / properties / events / items / properties / success / description
        Added value: +"Whether the execution succeeded."
      • addedInput schema / properties / events / items / properties / timestamp / description
        Added value: +"Unix timestamp of the event; determines its billing period."
    • Changedinvite_team_member2 fields changed
      • addedInput schema / properties / email / description
        Added value: +"Email address the invite link is sent to."
      • addedInput schema / properties / role / description
        Added value: +"Org role granted on accept; defaults to member."
    • Changedlist_agent_runs6 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"Runs per page, up to 200; defaults to 25."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; defaults to 1."
      • addedInput schema / properties / policy_snapshot_id / description
        Added value: +"Keep only runs under this execution-policy snapshot."
      • addedInput schema / properties / request_hash / description
        Added value: +"Keep only runs created from this request hash."
      • addedInput schema / properties / schema_snapshot_id / description
        Added value: +"Keep only runs under this schema snapshot."
      • addedInput schema / properties / status / description
        Added value: +"Keep only runs in this lifecycle status."
    • Changedlist_capabilities3 fields changed
      • addedInput schema / properties / binding_ids / description
        Added value: +"Keep only capabilities from these bindings."
      • addedInput schema / properties / kinds / description
        Added value: +"Keep only these capability kinds."
      • addedInput schema / properties / provider_ids / description
        Added value: +"Keep only capabilities from these providers."
    • Changedlist_capability_bindings2 fields changed
      • addedInput schema / properties / provider_id / description
        Added value: +"Keep only bindings of this provider."
      • addedInput schema / properties / scope / description
        Added value: +"Keep only bindings at this scope."
    • Changedlist_connectors3 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"Connectors per page; defaults to 25."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; defaults to 1."
      • addedInput schema / properties / status / description
        Added value: +"Keep only connectors in this health status; defaults to all."
    • Changedlist_devices2 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"Devices per page, up to 200; defaults to 25."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; defaults to 1."
    • Changedlist_jobs3 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"Jobs per page, up to 200; defaults to 25."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; defaults to 1."
      • changedInput schema / properties / status / description
        Previous value: -"Optional job status filter such as queued or completed."New value: +"Optional job status filter such as queued, running, completed, failed, or cancelled."
    • Changedlist_runs1 field changed
      • addedInput schema / properties / status / description
        Added value: +"Keep only runs in this status."
    • Changedlist_team_members2 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"Members per page (default 25 when paginating)."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; enables the paginated envelope."
    • Changedpreview_test_connector2 fields changed
      • addedInput schema / properties / config / description
        Added value: +"Inline connection settings and credentials to test."
      • addedInput schema / properties / connector_type / description
        Added value: +"Connector type id to test."
    • Changedproduct_agent_run5 fields changed
      • addedInput schema / properties / context / description
        Added value: +"Optional structured context or data for the task."
      • addedInput schema / properties / max_steps / description
        Added value: +"Maximum execution steps, 1-50; defaults to 10."
      • addedInput schema / properties / output_format / description
        Added value: +"Result format: text (default), json, or markdown."
      • addedInput schema / properties / task / description
        Added value: +"What the agent should do, in plain words (min 5 characters)."
      • addedInput schema / properties / tools / description
        Added value: +"Restrict the tools the agent may pick from; defaults to search, simulate, optimize, calculate, summarize."
    • Changedproduct_decision6 fields changed
      • addedInput schema / properties / engine / description
        Added value: +"Simulation engine; auto (default) selects one from the data shape. Options: monte_carlo, lhs, qmc_sobol, bootstrap, mcmc, importance_sampling, time_series, sensitivity."
      • changedInput schema / properties / inputs / description
        Previous 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."
      • addedInput schema / properties / label / description
        Added value: +"Optional caller label stored with the decision."
      • addedInput schema / properties / objective / description
        Added value: +"Goal label such as maximize_value, minimize_risk, maximize_profit, or minimize_cost; defaults to maximize_value."
      • addedInput schema / properties / risk_tolerance / description
        Added value: +"Loss-probability ceiling for a proceed recommendation: low, medium (default), or high."
      • addedInput schema / properties / scenarios / description
        Added value: +"Scenarios to evaluate, 1000-1000000; defaults to 10000."
    • Changedproduct_forecast5 fields changed
      • addedInput schema / properties / confidence_level / description
        Added 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."
      • addedInput schema / properties / history / description
        Added value: +"Historical values in chronological order, most recent last; 3-1000 points."
      • addedInput schema / properties / horizon / description
        Added value: +"How many periods ahead to forecast, 1-120; defaults to 12."
      • addedInput schema / properties / metric / description
        Added value: +"Name of what you are forecasting, e.g. monthly_revenue."
      • addedInput schema / properties / seasonality / description
        Added value: +"Account for seasonal patterns; defaults to true."
    • Changedproduct_optimize5 fields changed
      • addedInput schema / properties / constraints / description
        Added value: +"Business constraints the answer must respect."
      • addedInput schema / properties / engine / description
        Added value: +"Simulation engine; auto (default) selects one, lhs is recommended for optimization. Options: lhs, monte_carlo, qmc_sobol."
      • addedInput schema / properties / iterations / description
        Added value: +"Search iterations, 100-100000; defaults to 1000."
      • addedInput schema / properties / objective / description
        Added value: +"What to optimize, e.g. 'maximize profit' or 'minimize cost'; the wording sets the search direction."
      • addedInput schema / properties / variables / description
        Added value: +"Variables as {name, min, max, unit?} objects with their allowed ranges."
    • Changedproduct_retrieve5 fields changed
      • addedInput schema / properties / collection_id / description
        Added value: +"ID of a connected data source to search."
      • addedInput schema / properties / documents / description
        Added value: +"Inline documents as {id?, content, metadata?} objects; the set that actually gets ranked."
      • addedInput schema / properties / query / description
        Added value: +"What you are looking for (min 3 characters)."
      • addedInput schema / properties / rerank / description
        Added value: +"Accepted for compatibility; ranking is always the deterministic lexical score."
      • addedInput schema / properties / top_k / description
        Added value: +"Number of results to return, 1-50; defaults to 5."
    • Changedquery_agent_run_checkpoints8 fields changed
      • addedInput schema / properties / checkpoint_id / description
        Added value: +"Fetch exactly this checkpoint."
      • addedInput schema / properties / limit / description
        Added value: +"Checkpoints per page, up to 200; defaults to 25."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; defaults to 1."
      • addedInput schema / properties / policy_snapshot_id / description
        Added value: +"Keep only checkpoints under this execution-policy snapshot."
      • addedInput schema / properties / request_hash / description
        Added value: +"Keep only checkpoints of runs with this request hash."
      • addedInput schema / properties / run_id / description
        Added value: +"Keep only checkpoints of this run."
      • addedInput schema / properties / schema_snapshot_id / description
        Added value: +"Keep only checkpoints under this schema snapshot."
      • addedInput schema / properties / status / description
        Added value: +"Keep only checkpoints of runs in this status."
    • Changedquery_agent_run_mission_events8 fields changed
      • addedInput schema / properties / event_type / description
        Added value: +"Keep only events of this type, e.g. run_completed."
      • addedInput schema / properties / limit / description
        Added value: +"Events per page, up to 200; defaults to 25."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; defaults to 1."
      • addedInput schema / properties / policy_snapshot_id / description
        Added value: +"Keep only events under this execution-policy snapshot."
      • addedInput schema / properties / request_hash / description
        Added value: +"Keep only events of runs with this request hash."
      • addedInput schema / properties / run_id / description
        Added value: +"Keep only events of this run."
      • addedInput schema / properties / schema_snapshot_id / description
        Added value: +"Keep only events under this schema snapshot."
      • addedInput schema / properties / status / description
        Added value: +"Keep only events of runs in this status."
    • Changedquery_agent_run_telemetry9 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"Batches per page, up to 200; defaults to 25."
      • addedInput schema / properties / module_name / description
        Added value: +"Keep only telemetry batches from this runtime module."
      • addedInput schema / properties / page / description
        Added value: +"1-based page number; defaults to 1."
      • addedInput schema / properties / policy_snapshot_id / description
        Added value: +"Keep only telemetry under this execution-policy snapshot."
      • addedInput schema / properties / request_hash / description
        Added value: +"Keep only telemetry of runs with this request hash."
      • addedInput schema / properties / run_id / description
        Added value: +"Keep only telemetry of this run."
      • addedInput schema / properties / schema_snapshot_id / description
        Added value: +"Keep only telemetry under this schema snapshot."
      • addedInput schema / properties / status / description
        Added value: +"Keep only telemetry of runs in this status."
      • addedInput schema / properties / telemetry_kind / description
        Added value: +"Keep only telemetry batches of this kind."
    • Changedquery_repository_graph8 fields changed
      • addedInput schema / properties / direction / description
        Added value: +"Edge direction to walk: inbound = dependents, outbound = dependencies; defaults to both."
      • addedInput schema / properties / file_path / description
        Added value: +"Optional seed file to walk the graph from."
      • addedInput schema / properties / max_depth / description
        Added value: +"Traversal depth from the seeds, 1-6; defaults to 2."
      • addedInput schema / properties / max_nodes / description
        Added value: +"Graph node cap, 1-1024; defaults to 128."
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
      • addedInput schema / properties / snapshot_id / description
        Added value: +"Snapshot id from create_repository_snapshot; required unless workspace_evidence_bundle_ref is given."
      • addedInput schema / properties / symbol_name / description
        Added value: +"Optional seed symbol to walk the graph from."
      • addedInput schema / properties / workspace_evidence_bundle_ref / description
        Added value: +"Triage bundle ref; alternative seed scope to snapshot_id."
    • Changedrefresh_credits3 fields changed
      • addedInput schema / properties / billing_period / description
        Added value: +"Billing month in YYYY-MM form."
      • addedInput schema / properties / credits_used / description
        Added value: +"Credits consumed since the last refresh; defaults to 0."
      • addedInput schema / properties / device_id / description
        Added value: +"Registered device id the credits are issued to."
    • Changedremove_team_member1 field changed
      • addedInput schema / properties / user_id / description
        Added value: +"Member's user_id from list_team_members."
    • Changedrerank8 fields changed
      • addedInput schema / properties / documents / description
        Added value: +"Candidate documents to rank against the query vector."
      • addedInput schema / properties / documents / items / properties / embedding / description
        Added value: +"Document vector; length must equal query_embedding's."
      • addedInput schema / properties / documents / items / properties / id / description
        Added value: +"Caller-assigned document identifier, echoed back."
      • addedInput schema / properties / documents / items / properties / metadata / description
        Added value: +"Optional document metadata echoed back in the ranking."
      • addedInput schema / properties / documents / items / properties / text / description
        Added value: +"Optional document text echoed back in the ranking."
      • addedInput schema / properties / model / description
        Added value: +"Similarity model id from list_models; selects the metric."
      • addedInput schema / properties / query_embedding / description
        Added value: +"Query vector every document embedding is scored against."
      • addedInput schema / properties / top_n / description
        Added value: +"Optional cap on how many top-ranked documents are returned; omit to return all documents ranked."
    • Changedresponses7 fields changed
      • addedInput schema / properties / dimensions / description
        Added value: +"Embedding vector length when the selected model produces embeddings."
      • addedInput schema / properties / input / description
        Added 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."
      • addedInput schema / properties / model / description
        Added value: +"Model id from list_models; selects the output item type."
      • addedInput schema / properties / parallel_tool_calls / description
        Added value: +"Whether the model may emit multiple tool calls in parallel."
      • addedInput schema / properties / previous_response_id / description
        Added value: +"Continues a prior typed-array conversation; state lives in the server process's memory only."
      • addedInput schema / properties / tool_choice / description
        Added value: +"Controls whether the model calls a tool: auto, none, required, or a specific named function."
      • addedInput schema / properties / tools / description
        Added value: +"Function tools the model may call during this response, in OpenResponses function-tool shape."
    • Changedresume_agent_run1 field changed
      • addedInput schema / properties / run_id / description
        Added value: +"Paused run id from create_agent_run or list_agent_runs."
    • Changedretrain_dataset2 fields changed
      • addedInput schema / properties / dataset_id / description
        Added value: +"Dataset ID from onboard_dataset or list_datasets."
      • addedInput schema / properties / epochs / description
        Added value: +"Training epochs, 5-500; defaults to 80."
    • Changedrevoke_api_key1 field changed
      • addedInput schema / properties / key_id / description
        Added value: +"API key id from list_api_keys."
    • Changedrevoke_device1 field changed
      • addedInput schema / properties / registration_id / description
        Added value: +"Device registration id from list_devices."
    • Changedroute_capabilities8 fields changed
      • addedInput schema / properties / artifact_affinities / description
        Added value: +"Prefer capabilities affine to these artifacts."
      • addedInput schema / properties / binding_ids / description
        Added value: +"Restrict candidates to these bindings."
      • addedInput schema / properties / execution_owners / description
        Added value: +"Restrict candidates to these execution owners."
      • addedInput schema / properties / kinds / description
        Added value: +"Restrict candidates to these capability kinds."
      • addedInput schema / properties / max_fallbacks / description
        Added value: +"How many fallback routes to return, 0-10; defaults to 3."
      • addedInput schema / properties / objective / description
        Added value: +"What you want to accomplish, in plain words."
      • addedInput schema / properties / provider_ids / description
        Added value: +"Restrict candidates to these providers."
      • addedInput schema / properties / tags / description
        Added value: +"Prefer capabilities carrying these tags."
    • Changedrun_repository_fix3 fields changed
      • addedInput schema / properties / apply / description
        Added value: +"apply_repository arguments (branch, message, PR fields, write_permission); mode defaults to patch_only."
      • addedInput schema / properties / pipeline / description
        Added value: +"run_repository_pipeline arguments; defaults to {}."
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
    • Changedrun_repository_pipeline11 fields changed
      • addedInput schema / properties / max_evidence_items / description
        Added value: +"Triage evidence item cap; defaults to 16."
      • addedInput schema / properties / max_snippet_lines / description
        Added value: +"Triage per-snippet line cap; defaults to 40."
      • addedInput schema / properties / model / description
        Added value: +"Optional planner model override for the plan stage."
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
      • addedInput schema / properties / runs / description
        Added value: +"Simulation scenario count; omit for the complexity-adaptive count."
      • addedInput schema / properties / seed / description
        Added value: +"Simulation seed; defaults to 42."
      • addedInput schema / properties / signals / description
        Added value: +"Triage evidence seeds (see triage_repository)."
      • addedInput schema / properties / snapshot / description
        Added value: +"Inline create_repository_snapshot arguments when no snapshot_id is given."
      • addedInput schema / properties / snapshot_id / description
        Added value: +"Existing snapshot id to reuse."
      • addedInput schema / properties / stop_after / description
        Added value: +"Stage to halt after; defaults to simulate (full chain)."
      • addedInput schema / properties / token_budget / description
        Added value: +"Triage evidence token budget; defaults to 6000."
    • Changedsimulate_repository5 fields changed
      • addedInput schema / properties / decision_plan_id / description
        Added value: +"Plan id from create_repository_decision_plan."
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
      • addedInput schema / properties / runs / description
        Added value: +"Scenario count, 100-250000; omit for the complexity-adaptive count."
      • addedInput schema / properties / seed / description
        Added value: +"Simulation seed for reproducible results; defaults to 42."
      • addedInput schema / properties / snapshot_id / description
        Added value: +"Snapshot id; resolved from the decision plan when omitted."
    • Changedsimulate_repository_patch4 fields changed
      • addedInput schema / properties / confidence / description
        Added value: +"Optional caller confidence recorded with the simulation."
      • addedInput schema / properties / patch_diff / description
        Added value: +"Unified diff of the in-flight patch to evaluate."
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
      • addedInput schema / properties / snapshot_id / description
        Added value: +"Snapshot id from create_repository_snapshot."
    • Changedtest_capability_binding8 fields changed
      • addedInput schema / properties / binding_id / description
        Added value: +"Saved binding id to test; omit to preview-test inline."
      • addedInput schema / properties / config / description
        Added value: +"Credentials/options for the inline preview form."
      • addedInput schema / properties / customer_metadata / description
        Added value: +"Metadata for the inline preview form."
      • addedInput schema / properties / execution_owner / description
        Added value: +"Execution owner for the inline preview form."
      • addedInput schema / properties / profile_id / description
        Added value: +"Profile id for the inline preview form."
      • addedInput schema / properties / provider_id / description
        Added value: +"Provider id for the inline preview form."
      • addedInput schema / properties / scope / description
        Added value: +"Scope for the inline preview form."
      • addedInput schema / properties / scope_ref / description
        Added value: +"Scope reference for the inline preview form."
    • Changedtest_connector1 field changed
      • addedInput schema / properties / connector_id / description
        Added value: +"Saved connector id from list_connectors."
    • Changedtokenize2 fields changed
      • addedInput schema / properties / input / description
        Added value: +"UTF-8 text to tokenize."
      • addedInput schema / properties / model / description
        Added value: +"Tokenizer model id from list_models."
    • Changedtriage_repository6 fields changed
      • addedInput schema / properties / max_evidence_items / description
        Added value: +"Evidence item cap, 1-64; defaults to 16."
      • addedInput schema / properties / max_snippet_lines / description
        Added value: +"Per-snippet line cap, 5-200; defaults to 40."
      • addedInput schema / properties / repository_id / description
        Added value: +"Saved repository connector id from list_connectors."
      • addedInput schema / properties / signals / description
        Added value: +"Evidence seeds: issue_text, diagnostics, failing_tests, changed_files, workspace_context."
      • addedInput schema / properties / snapshot_id / description
        Added value: +"Snapshot id from create_repository_snapshot."
      • addedInput schema / properties / token_budget / description
        Added value: +"Total evidence token budget, 256-32000; defaults to 6000."
    • Changedupdate_connector5 fields changed
      • addedInput schema / properties / config / description
        Added value: +"Replacement connection config; resets health status to untested."
      • addedInput schema / properties / connector_id / description
        Added value: +"Saved connector id from list_connectors."
      • addedInput schema / properties / description / description
        Added value: +"New description note."
      • addedInput schema / properties / name / description
        Added value: +"New human-readable name."
      • addedInput schema / properties / visibility / description
        Added value: +"New visibility."
    • Changedupdate_execution_policy4 fields changed
      • addedInput schema / properties / allow_reexecution / description
        Added value: +"Idempotency gate preventing double-actions."
      • addedInput schema / properties / min_confidence / description
        Added value: +"Block executions whose confidence is below this, 0-1."
      • addedInput schema / properties / require_calibration / description
        Added value: +"Require recorded outcomes before auto-execution."
      • addedInput schema / properties / risk_floor / description
        Added value: +"Block executions whose worst-case (p5) loss exceeds this."
    • Changedupdate_me2 fields changed
      • addedInput schema / properties / name / description
        Added value: +"New display name for the calling user."
      • addedInput schema / properties / org_name / description
        Added value: +"New organization name; requires admin or owner role."
    • Changedupdate_team_member_role2 fields changed
      • addedInput schema / properties / role / description
        Added value: +"New org role for the member."
      • addedInput schema / properties / user_id / description
        Added value: +"Target member's user_id from list_team_members."
  2. 1 tool update
    • Changedexecute_capability1 field changed
      • addedInput schema / properties / plan_id
        Added value: +{
        +  "description": "Set only after a previously proposed, approval_required plan has been approved via POST /v1/capability-executions/{plan_id}/approve.",
        +  "type": "string"
        +}
  3. 1 tool update
    • Changedresponses5 fields changed
      • changedInput schema / properties / input / oneOf
        Previous 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"
        +  }
        +]
      • addedInput schema / properties / parallel_tool_calls
        Added value: +{
        +  "type": "boolean"
        +}
      • addedInput schema / properties / previous_response_id
        Added value: +{
        +  "type": "string"
        +}
      • addedInput schema / properties / tool_choice
        Added 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"
        +    }
        +  ]
        +}
      • addedInput schema / properties / tools
        Added 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"
        +}
  4. 140 tool updates
    • First observedapply_repository
    • First observedapprove_agent_run
    • First observedbatch
    • First observedbrowse_connector
    • First observedcancel_agent_run
    • First observedcancel_job
    • First observedchat_completions
    • First observedcompare
    • First observedconnect_data
    • First observedcount_tokens
    • First observedcreate_agent_run
    • First observedcreate_api_key
    • First observedcreate_billing_checkout
    • First observedcreate_billing_portal
    • First observedcreate_capability_binding
    • First observedcreate_connector
    • First observedcreate_deployment
    • First observedcreate_repository_decision_plan
    • First observedcreate_repository_snapshot
    • First observeddelete_connector
    • First observeddelete_decision
    • First observeddelete_deployment
    • First observeddelete_trigger
    • First observeddisable_skill
    • First observeddisconnect_data
    • First observeddiscover_capability_binding
    • First observedembedding_similarity
    • First observedembeddings
    • First observedenable_skill
    • First observedexecute_capability
    • First observedexecute_decision
    • First observedexecute_runtime_library
    • First observedfire_trigger
    • First observedget_agent_run
    • First observedget_agent_run_checkpoints
    • First observedget_agent_run_events
    • First observedget_agent_run_mission_events
    • First observedget_agent_run_telemetry
    • First observedget_analytics
    • First observedget_audit_log_artifacts
    • First observedget_audit_logs
    • First observedget_billing_info
    • First observedget_capability
    • First observedget_connector
    • First observedget_contract
    • First observedget_data_schema
    • First observedget_data_summary
    • First observedget_dataset_status
    • First observedget_decision
    • First observedget_deployment
    • First observedget_deployment_cost
    • First observedget_execution_policy
    • First observedget_job_result
    • First observedget_job_status
    • First observedget_limits
    • First observedget_me
    • First observedget_repository_intelligence_capabilities
    • First observedget_repository_snapshot
    • First observedget_run
    • First observedget_runtime_benchmarks
    • First observedget_runtime_manifest
    • First observedget_runtime_modules
    • First observedget_runtime_release_validation
    • First observedget_source_schema
    • First observedget_usage
    • First observedingest_data
    • First observedingest_metering_events
    • First observedinvite_team_member
    • First observedlist_agent_runs
    • First observedlist_api_keys
    • First observedlist_capabilities
    • First observedlist_capability_bindings
    • First observedlist_capability_providers
    • First observedlist_connectors
    • First observedlist_data
    • First observedlist_datasets
    • First observedlist_decisions
    • First observedlist_deployment_regions
    • First observedlist_devices
    • First observedlist_distributions
    • First observedlist_execution_policy_snapshots
    • First observedlist_jobs
    • First observedlist_models
    • First observedlist_runs
    • First observedlist_runtime_libraries
    • First observedlist_skills
    • First observedlist_sources
    • First observedlist_team_members
    • First observedlist_templates
    • First observedlist_triggers
    • First observedlog_decision
    • First observedonboard_dataset
    • First observedpause_trigger
    • First observedplan_decision
    • First observedpoll_job
    • First observedpreview_browse_connector
    • First observedpreview_test_connector
    • First observedproduct_agent_run
    • First observedproduct_decision
    • First observedproduct_forecast
    • First observedproduct_optimize
    • First observedproduct_retrieve
    • First observedquery_agent_run_checkpoints
    • First observedquery_agent_run_mission_events
    • First observedquery_agent_run_telemetry
    • First observedquery_batch
    • First observedquery_data
    • First observedquery_repository_graph
    • First observedquery_sql_report
    • First observedrecommend
    • First observedrecord_outcome
    • First observedrefresh_credits
    • First observedrefresh_data
    • First observedregister_source
    • First observedregister_trigger
    • First observedremove_team_member
    • First observedrerank
    • First observedresolve_artifact_bridge
    • First observedresponses
    • First observedresume_agent_run
    • First observedretrain_dataset
    • First observedrevoke_api_key
    • First observedrevoke_device
    • First observedroute_capabilities
    • First observedrun_repository_fix
    • First observedrun_repository_pipeline
    • First observedscore
    • First observedsimulate
    • First observedsimulate_repository
    • First observedsimulate_repository_patch
    • First observedsubmit_job
    • First observedtest_capability_binding
    • First observedtest_connector
    • First observedtest_webhook_delivery
    • First observedtokenize
    • First observedtriage_repository
    • First observedupdate_connector
    • First observedupdate_execution_policy
    • First observedupdate_me
    • First observedupdate_team_member_role

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