{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_bt7dertzr5kt","handle":"pr-cis-finance-mcp","url":"https://wellknown.network/agents/pr-cis-finance-mcp","links":{"self":"https://wellknown.network/agents/pr-cis-finance-mcp/record.json","html":"https://wellknown.network/agents/pr-cis-finance-mcp","markdown":"https://wellknown.network/agents/pr-cis-finance-mcp/record.md","api":"https://wellknown.network/api/v1/agents/pr-cis-finance-mcp","status":"https://wellknown.network/api/v1/agents/pr-cis-finance-mcp/status","claim":"https://wellknown.network/agents/pr-cis-finance-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/pr-cis-finance-mcp/claim.json","badge":"https://wellknown.network/agents/pr-cis-finance-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/pr-cis-finance-mcp/history","tools":"https://wellknown.network/api/v1/agents/pr-cis-finance-mcp/tools"},"ard":{"identifier":"urn:air:mcp.precis.finance:server:pr-cis-finance-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Précis Finance MCP","summary":"Public read-only Précis Finance MCP demo with synthetic data; no account or credentials required.","description":"Public read-only Précis Finance MCP demo with synthetic data; no account or credentials required.","publisher":{"name":"precis-finance","url":null},"homepage":"https://precis.finance/mcp","repository":"https://github.com/precis-finance/precis-finance-mcp","version":"0.2.6","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://mcp.precis.finance/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-09-24T18:48:49.701333Z","publishedAt":"2026-09-24T18:48:49.701333Z","registryName":"io.github.precis-finance/precis-finance-mcp"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":1,"provenance":"derived"},{"slug":"knowledge.reasoning","name":"Reasoning & Planning","confidence":1,"provenance":"derived"},{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":0.977,"provenance":"derived"},{"slug":"content.writing","name":"Writing & Editing","confidence":0.51,"provenance":"derived"}],"categories":["analytics","content","dev","knowledge"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 2h ago.","lastOkAt":"2026-10-09T23:30:30.681Z","lastProbedAt":"2026-10-09T23:30:30.681Z","statusComputedAt":"2026-10-09T23:31:21.318Z","reliability30d":{"probes":108,"successRate":1,"p50Ms":57,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":108,"ok":108,"authBoundaryOk":0,"serviceOk":108,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-09T23:30:30.681Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":84,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"eval_chart_transform","description":"Create a chart from data_refs (an array of snapshot IDs), a bounded JavaScript function, and chart_spec. Supports line, bar, area, waterfall, scatter, horizonta"},{"name":"export_dataset","description":"Export a cached data_ref to json or xlsx without rerunning the query; returns a temporary file and download link."},{"name":"get_file_download","description":"Renew a download capability for an available, owned artifact."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":20,"toolsHash":"af284073a6aeb4c34ac26f514b30efcb993dbcf54b62709f055006df23fb8ac0","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.3.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T17:27:02.252Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":84,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"eval_chart_transform","description":"Create a chart from data_refs (an array of snapshot IDs), a bounded JavaScript function, and chart_spec. Supports line, bar, area, waterfall, scatter, horizonta"},{"name":"export_dataset","description":"Export a cached data_ref to json or xlsx without rerunning the query; returns a temporary file and download link."},{"name":"get_file_download","description":"Renew a download capability for an available, owned artifact."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":20,"toolsHash":"af284073a6aeb4c34ac26f514b30efcb993dbcf54b62709f055006df23fb8ac0","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.3.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T10:22:41.389Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":88,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":17,"toolsHash":"c64841e72ff2cffcf66375c2ca187911debf574c4db618bb31bbb4ad94ae81a8","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.2.7","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T03:22:57.806Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":81,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":17,"toolsHash":"c64841e72ff2cffcf66375c2ca187911debf574c4db618bb31bbb4ad94ae81a8","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.2.7","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T20:24:04.946Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":88,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":17,"toolsHash":"c64841e72ff2cffcf66375c2ca187911debf574c4db618bb31bbb4ad94ae81a8","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.2.7","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T13:22:16.477Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":84,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":17,"toolsHash":"c64841e72ff2cffcf66375c2ca187911debf574c4db618bb31bbb4ad94ae81a8","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.2.7","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T06:23:28.314Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":103,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":17,"toolsHash":"c64841e72ff2cffcf66375c2ca187911debf574c4db618bb31bbb4ad94ae81a8","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.2.7","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T00:27:01.376Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":89,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":17,"toolsHash":"c64841e72ff2cffcf66375c2ca187911debf574c4db618bb31bbb4ad94ae81a8","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.2.7","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T18:25:49.596Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":69,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":17,"toolsHash":"c64841e72ff2cffcf66375c2ca187911debf574c4db618bb31bbb4ad94ae81a8","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.2.7","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T11:24:57.476Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":83,"error":null,"detail":{"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"toolCount":17,"toolsHash":"c64841e72ff2cffcf66375c2ca187911debf574c4db618bb31bbb4ad94ae81a8","serverName":"precis","capabilities":["tools","resources","extensions"],"serverVersion":"0.2.7","protocolVersion":"2025-06-18"}}],"tools":[{"name":"precis_orientation","description":"Call this first. Returns how to use Précis over this connector: the data model (scenarios, metrics, statements, dimensions), the reporting-tool variants, and ho"},{"name":"list_scenarios","description":"List the available planning scenarios and their status."},{"name":"list_kpis","description":"Browse the metric catalogue — metric keys, formats, domains, and the dimensions available per metric."},{"name":"list_inspection_sources","description":"List the row-level sources available for inspection."},{"name":"get_inspection_schema","description":"Get the column schema for an inspection source."},{"name":"inspect_rows","description":"Inspect the row-level detail behind a figure, from an enabled inspection source. Returns a capped sample for reasoning plus a grid for the user."},{"name":"run_statement","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_statement_data","description":"Run a financial statement — P&L, variance report, or executive summary. Rows are statement lines (Revenue, Direct Cost, Gross Margin, …); columns are scenarios."},{"name":"run_metric","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"run_metric_data","description":"Break one or more metrics down by a dimension — revenue by project, utilisation by employee, headcount trends, GL account drill-down. Rows are the dimension; co"},{"name":"search_hierarchy","description":"Search the dimension hierarchies (cost centres, accounts, …) to find valid codes and ids before composing a query."},{"name":"list_dimensions","description":"List the dimensions defined in the model — keys, labels, and kinds (leaf / derived / ragged hierarchy). Catalogue metadata only; use search_hierarchy to list a "},{"name":"list_variants","description":"List the what-if variants of a scenario."},{"name":"eval_chart_transform","description":"Create a chart from data_refs (an array of snapshot IDs), a bounded JavaScript function, and chart_spec. Supports line, bar, area, waterfall, scatter, horizonta"},{"name":"export_dataset","description":"Export a cached data_ref to json or xlsx without rerunning the query; returns a temporary file and download link."},{"name":"get_file_download","description":"Renew a download capability for an available, owned artifact."},{"name":"list_load_history","description":"List data-load attempts from the ingestion audit trail — when each dataset landed, with what status. Answers \"is April in yet?\" / \"when was this data last loade"},{"name":"get_load_status","description":"Fetch one data load's full detail by load_id — timestamps, status, rows landed, and any error message."},{"name":"list_bindings","description":"List the configured data feeds (ingestion bindings) with their schedule — which datasets load, from where, how often."},{"name":"get_binding","description":"Fetch one data feed's full configuration: source, target dataset, schedule, and extract parameters."}],"package":null,"toolSurface":{"id":"ts_xncfypj3se9t","endpointId":"ep_s4qpvk4w4sm8","hash":"af284073a6aeb4c34ac26f514b30efcb993dbcf54b62709f055006df23fb8ac0","toolCount":20,"serverName":"precis","serverVersion":"0.3.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-09T17:27:02.258Z","lastSeenAt":"2026-10-09T23:30:30.670Z","observations":2,"toolNames":["precis_orientation","list_scenarios","list_kpis","list_inspection_sources","get_inspection_schema","inspect_rows","run_statement","run_statement_data","run_metric","run_metric_data","search_hierarchy","list_dimensions","list_variants","eval_chart_transform","export_dataset","get_file_download","list_load_history","get_load_status","list_bindings","get_binding"],"distinctSurfaces":2},"endpointFacts":[{"id":"ep_s4qpvk4w4sm8","url":"https://mcp.precis.finance/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-08T20:24:04.963Z","auth":{"observedAt":"2026-10-08T20:24:05.012Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-08T20:24:05.037Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"mcp.precis.finance","issuer":{"commonName":"YE1","organization":"Let's Encrypt"},"validFrom":"2026-09-07T15:15:50.000Z","validTo":"2026-12-06T15:15:49.000Z","daysToExpiry":57,"sanCount":1,"fingerprint256":"F6:E5:70:C2:BA:8D:02:41:74:6E:95:CE:40:DF:F8:71:1C:4C:63:72:AF:F7:60:DF:B4:02:6F:14:FF:27:BA:B1"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.precis-finance/precis-finance-mcp","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.precis-finance%2Fprecis-finance-mcp","firstSeenAt":"2026-09-07T01:22:50.630Z","fetchedAt":"2026-10-08T03:20:07.063Z","normalizedAt":"2026-10-08T03:20:07.063Z"}]},"firstSeenAt":"2026-09-07T01:22:50.630Z","updatedAt":"2026-10-09T23:32:24.432Z"}