SACS.ai MCP — California School District Financial Data
SACS California school finance: public district financial data, CDE filings, comparisons, briefings.
我該用這個嗎
品質與安全性
B
發現項目（3）
- LOWTool 'sacs_search_districts' description lacks action verb在 sacs_search_districts 中
- LOWTool 'sacs_explain_code' description lacks action verb在 sacs_explain_code 中
- LOWTool 'sacs_district_context_pack_batch' name length outside 3-30 range在 sacs_district_context_pack_batch 中
根據工具定義與協定合規性的自動化分析。
上下文成本
~6,806Token（工具定義）
~8.1 KB典型回應大小
顯著的注意力影響（128k 上下文的 5.32%）
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"sacs-mcp": {
"url": "https://mcp.sacs.ai/mcp"
}
}
}遠端端點
https://mcp.sacs.ai/mcpstreamable-http它能做什麼
工具清單
工具（9）
🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢sacs_search_districts(query, limit, offset, client_id)
Resolve a public California district name, 7-digit LEA, or 14-digit CDS code.
輸入結構描述
{
"type": "object",
"properties": {
"query": {
"maxLength": 100,
"minLength": 2,
"title": "Query",
"type": "string"
},
"limit": {
"default": 20,
"maximum": 50,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"maximum": 500,
"minimum": 0,
"title": "Offset",
"type": "integer"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"query"
],
"additionalProperties": false,
"title": "sacs_search_districtsArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$ref": "#/$defs/SourceProvenance"
},
"title": "Source Provenance",
"type": "array"
},
"limitations": {
"items": {
"type": "string"
},
"maxItems": 50,
"title": "Limitations",
"type": "array"
},
"ok": {
"title": "Ok",
"type": "boolean"
},
"data": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Data"
},
"error": {
"anyOf": [
{
"$ref": "#/$defs/PublicError"
},
{
"type": "null"
}
],
"default": null
}
},
"required": [
"data_version",
"request_id",
"ok"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_list_public_datasets(district_identifier, limit, offset, client_id)
List versioned official public SACS datasets for one district.
輸入結構描述
{
"type": "object",
"properties": {
"district_identifier": {
"maxLength": 100,
"minLength": 2,
"title": "District Identifier",
"type": "string"
},
"limit": {
"default": 20,
"maximum": 50,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"maximum": 500,
"minimum": 0,
"title": "Offset",
"type": "integer"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"district_identifier"
],
"additionalProperties": false,
"title": "sacs_list_public_datasetsArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$ref": "#/$defs/SourceProvenance"
},
"title": "Source Provenance",
"type": "array"
},
"limitations": {
"items": {
"type": "string"
},
"maxItems": 50,
"title": "Limitations",
"type": "array"
},
"ok": {
"title": "Ok",
"type": "boolean"
},
"data": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Data"
},
"error": {
"anyOf": [
{
"$ref": "#/$defs/PublicError"
},
{
"type": "null"
}
],
"default": null
}
},
"required": [
"data_version",
"request_id",
"ok"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_query_financial_summary(district_identifier, dataset_ref, fund_code_min, fund_code_max, resource_code_min, ...)
Return bounded aggregate financial summaries for one explicit official dataset.
輸入結構描述
{
"type": "object",
"properties": {
"district_identifier": {
"maxLength": 100,
"minLength": 2,
"title": "District Identifier",
"type": "string"
},
"dataset_ref": {
"maxLength": 64,
"minLength": 10,
"pattern": "^official:[1-9][0-9]*$",
"title": "Dataset Ref",
"type": "string"
},
"fund_code_min": {
"anyOf": [
{
"description": "Two-digit SACS fund code",
"pattern": "^[0-9]{2}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Fund Code Min"
},
"fund_code_max": {
"anyOf": [
{
"description": "Two-digit SACS fund code",
"pattern": "^[0-9]{2}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Fund Code Max"
},
"resource_code_min": {
"anyOf": [
{
"pattern": "^[0-9]{4}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Resource Code Min"
},
"resource_code_max": {
"anyOf": [
{
"pattern": "^[0-9]{4}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Resource Code Max"
},
"goal_code_min": {
"anyOf": [
{
"pattern": "^[0-9]{4}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Goal Code Min"
},
"goal_code_max": {
"anyOf": [
{
"pattern": "^[0-9]{4}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Goal Code Max"
},
"function_code_min": {
"anyOf": [
{
"pattern": "^[0-9]{4}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Function Code Min"
},
"function_code_max": {
"anyOf": [
{
"pattern": "^[0-9]{4}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Function Code Max"
},
"object_code_min": {
"anyOf": [
{
"pattern": "^[0-9]{4}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Object Code Min"
},
"object_code_max": {
"anyOf": [
{
"pattern": "^[0-9]{4}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Object Code Max"
},
"group_limit": {
"default": 10,
"maximum": 25,
"minimum": 1,
"title": "Group Limit",
"type": "integer"
},
"include_zero_categories": {
"default": false,
"description": "Include zero-amount object category and group rows.",
"title": "Include Zero Categories",
"type": "boolean"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"district_identifier",
"dataset_ref"
],
"additionalProperties": false,
"title": "sacs_query_financial_summaryArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$ref": "#/$defs/SourceProvenance"
},
"title": "Source Provenance",
"type": "array"
},
"limitations": {
"items": {
"type": "string"
},
"maxItems": 50,
"title": "Limitations",
"type": "array"
},
"ok": {
"title": "Ok",
"type": "boolean"
},
"data": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Data"
},
"error": {
"anyOf": [
{
"$ref": "#/$defs/PublicError"
},
{
"type": "null"
}
],
"default": null
}
},
"required": [
"data_version",
"request_id",
"ok"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_compare_districts(base_district_identifier, base_dataset_ref, compare_district_identifier, compare_dataset_ref, fund_codes, ...)
Compare deterministic object-category totals for two explicit official datasets.
輸入結構描述
{
"type": "object",
"properties": {
"base_district_identifier": {
"maxLength": 100,
"minLength": 2,
"title": "Base District Identifier",
"type": "string"
},
"base_dataset_ref": {
"maxLength": 64,
"minLength": 10,
"pattern": "^official:[1-9][0-9]*$",
"title": "Base Dataset Ref",
"type": "string"
},
"compare_district_identifier": {
"maxLength": 100,
"minLength": 2,
"title": "Compare District Identifier",
"type": "string"
},
"compare_dataset_ref": {
"maxLength": 64,
"minLength": 10,
"pattern": "^official:[1-9][0-9]*$",
"title": "Compare Dataset Ref",
"type": "string"
},
"fund_codes": {
"anyOf": [
{
"items": {
"description": "Two-digit SACS fund code",
"pattern": "^[0-9]{2}$",
"type": "string"
},
"maxItems": 20,
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Fund Codes"
},
"resource_codes": {
"anyOf": [
{
"items": {
"pattern": "^[0-9]{4}$",
"type": "string"
},
"maxItems": 20,
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Resource Codes"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"base_district_identifier",
"base_dataset_ref",
"compare_district_identifier",
"compare_dataset_ref"
],
"additionalProperties": false,
"title": "sacs_compare_districtsArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$ref": "#/$defs/SourceProvenance"
},
"title": "Source Provenance",
"type": "array"
},
"limitations": {
"items": {
"type": "string"
},
"maxItems": 50,
"title": "Limitations",
"type": "array"
},
"ok": {
"title": "Ok",
"type": "boolean"
},
"data": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Data"
},
"error": {
"anyOf": [
{
"$ref": "#/$defs/PublicError"
},
{
"type": "null"
}
],
"default": null
}
},
"required": [
"data_version",
"request_id",
"ok"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_district_context_pack(district_identifier, fund_codes, basis, fiscal_year_min, fiscal_year_max, ...)
Build fiscal-distress rows with source filing details. Deficit spending is signed net operating result / expenditure; negative means deficit.
輸入結構描述
{
"type": "object",
"properties": {
"district_identifier": {
"maxLength": 100,
"minLength": 2,
"title": "District Identifier",
"type": "string"
},
"fund_codes": {
"anyOf": [
{
"items": {
"description": "Inclusive two-digit SACS fund bound",
"pattern": "^[0-9]{2}$",
"type": "string"
},
"maxItems": 2,
"minItems": 1,
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Fund Codes"
},
"basis": {
"default": "estimated_actuals",
"enum": [
"estimated_actuals",
"unaudited_actuals",
"adopted_budget",
"first_interim",
"second_interim"
],
"title": "Basis",
"type": "string"
},
"fiscal_year_min": {
"anyOf": [
{
"pattern": "^[0-9]{4}-[0-9]{2}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Fiscal Year Min"
},
"fiscal_year_max": {
"anyOf": [
{
"pattern": "^[0-9]{4}-[0-9]{2}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Fiscal Year Max"
},
"include_balance_sheet_from_actuals": {
"default": true,
"title": "Include Balance Sheet From Actuals",
"type": "boolean"
},
"one_time_resource_codes": {
"anyOf": [
{
"items": {
"pattern": "^[0-9]{4}$",
"type": "string"
},
"maxItems": 50,
"minItems": 1,
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "One Time Resource Codes"
},
"detail": {
"default": "full",
"enum": [
"summary",
"full"
],
"title": "Detail",
"type": "string"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"district_identifier"
],
"additionalProperties": false,
"title": "sacs_district_context_packArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$ref": "#/$defs/SourceProvenance"
},
"title": "Source Provenance",
"type": "array"
},
"limitations": {
"items": {
"type": "string"
},
"maxItems": 50,
"title": "Limitations",
"type": "array"
},
"ok": {
"title": "Ok",
"type": "boolean"
},
"data": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Data"
},
"error": {
"anyOf": [
{
"$ref": "#/$defs/PublicError"
},
{
"type": "null"
}
],
"default": null
}
},
"required": [
"data_version",
"request_id",
"ok"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_district_context_pack_batch(district_identifiers, fund_codes, basis, fiscal_year_min, fiscal_year_max, ...)
Build bounded district packs with source filing details. Deficit spending is signed net operating result / expenditure; negative means deficit.
輸入結構描述
{
"type": "object",
"properties": {
"district_identifiers": {
"items": {
"maxLength": 100,
"minLength": 2,
"type": "string"
},
"maxItems": 25,
"minItems": 1,
"title": "District Identifiers",
"type": "array"
},
"fund_codes": {
"anyOf": [
{
"items": {
"description": "Inclusive two-digit SACS fund bound",
"pattern": "^[0-9]{2}$",
"type": "string"
},
"maxItems": 2,
"minItems": 1,
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Fund Codes"
},
"basis": {
"default": "estimated_actuals",
"enum": [
"estimated_actuals",
"unaudited_actuals",
"adopted_budget",
"first_interim",
"second_interim"
],
"title": "Basis",
"type": "string"
},
"fiscal_year_min": {
"anyOf": [
{
"pattern": "^[0-9]{4}-[0-9]{2}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Fiscal Year Min"
},
"fiscal_year_max": {
"anyOf": [
{
"pattern": "^[0-9]{4}-[0-9]{2}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Fiscal Year Max"
},
"include_balance_sheet_from_actuals": {
"default": true,
"title": "Include Balance Sheet From Actuals",
"type": "boolean"
},
"one_time_resource_codes": {
"anyOf": [
{
"items": {
"pattern": "^[0-9]{4}$",
"type": "string"
},
"maxItems": 50,
"minItems": 1,
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "One Time Resource Codes"
},
"detail": {
"default": "summary",
"enum": [
"summary",
"full"
],
"title": "Detail",
"type": "string"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"district_identifiers"
],
"additionalProperties": false,
"title": "sacs_district_context_pack_batchArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$ref": "#/$defs/SourceProvenance"
},
"title": "Source Provenance",
"type": "array"
},
"limitations": {
"items": {
"type": "string"
},
"maxItems": 50,
"title": "Limitations",
"type": "array"
},
"ok": {
"title": "Ok",
"type": "boolean"
},
"data": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Data"
},
"error": {
"anyOf": [
{
"$ref": "#/$defs/PublicError"
},
{
"type": "null"
}
],
"default": null
}
},
"required": [
"data_version",
"request_id",
"ok"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_explain_code(code_type, query, limit, offset, client_id)
Explain current public fund, resource, goal, function, or object codes.
輸入結構描述
{
"type": "object",
"properties": {
"code_type": {
"enum": [
"fund",
"resource",
"goal",
"function",
"object"
],
"title": "Code Type",
"type": "string"
},
"query": {
"maxLength": 80,
"minLength": 1,
"title": "Query",
"type": "string"
},
"limit": {
"default": 20,
"maximum": 50,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"maximum": 500,
"minimum": 0,
"title": "Offset",
"type": "integer"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"code_type",
"query"
],
"additionalProperties": false,
"title": "sacs_explain_codeArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$ref": "#/$defs/SourceProvenance"
},
"title": "Source Provenance",
"type": "array"
},
"limitations": {
"items": {
"type": "string"
},
"maxItems": 50,
"title": "Limitations",
"type": "array"
},
"ok": {
"title": "Ok",
"type": "boolean"
},
"data": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Data"
},
"error": {
"anyOf": [
{
"$ref": "#/$defs/PublicError"
},
{
"type": "null"
}
],
"default": null
}
},
"required": [
"data_version",
"request_id",
"ok"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟡sacs_register_client(consent_to_store, client_id, user_type, home_district_cds, agent_client, ...)
Optionally register this MCP installation. Before calling, tell the operator registration is voluntary, data access works without it, list the fields to be stored, and obtain consent. Never infer or submit personal or confidential information.
輸入結構描述
{
"type": "object",
"properties": {
"consent_to_store": {
"const": true,
"description": "Must be true, and only after the operator accepts the disclosed storage.",
"title": "Consent To Store",
"type": "boolean"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
},
"user_type": {
"anyOf": [
{
"enum": [
"district_staff",
"county_office_staff",
"state_agency_staff",
"researcher",
"consultant",
"vendor",
"community_member",
"other",
"prefer_not_to_say"
],
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "User Type"
},
"home_district_cds": {
"anyOf": [
{
"pattern": "^[0-9]{14}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Home District Cds"
},
"agent_client": {
"anyOf": [
{
"maxLength": 100,
"minLength": 1,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Agent Client"
},
"use_case": {
"anyOf": [
{
"maxLength": 500,
"minLength": 1,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Use Case"
}
},
"required": [
"consent_to_store"
],
"additionalProperties": false,
"title": "sacs_register_clientArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$ref": "#/$defs/SourceProvenance"
},
"title": "Source Provenance",
"type": "array"
},
"limitations": {
"items": {
"type": "string"
},
"maxItems": 50,
"title": "Limitations",
"type": "array"
},
"ok": {
"title": "Ok",
"type": "boolean"
},
"data": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Data"
},
"error": {
"anyOf": [
{
"$ref": "#/$defs/PublicError"
},
{
"type": "null"
}
],
"default": null
}
},
"required": [
"data_version",
"request_id",
"ok"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟡sacs_submit_feedback(sentiment, message, client_id, feedback_type, related_request_id, ...)
Send voluntary good, bad, corrective, missing-context, or feature-request feedback, anonymously or with a registered client ID. Tell the operator what will be sent; never include personal, student, personnel, or confidential information.
輸入結構描述
{
"type": "object",
"properties": {
"sentiment": {
"enum": [
"good",
"bad",
"mixed"
],
"title": "Sentiment",
"type": "string"
},
"message": {
"maxLength": 2000,
"minLength": 2,
"title": "Message",
"type": "string"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
},
"feedback_type": {
"default": "general",
"enum": [
"general",
"feature_request",
"incorrect",
"incomplete",
"stale",
"missing_context"
],
"title": "Feedback Type",
"type": "string"
},
"related_request_id": {
"anyOf": [
{
"pattern": "^[A-Za-z0-9._:-]{8,128}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Related Request Id"
},
"related_data_version": {
"anyOf": [
{
"maxLength": 256,
"minLength": 1,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Related Data Version"
}
},
"required": [
"sentiment",
"message"
],
"additionalProperties": false,
"title": "sacs_submit_feedbackArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$ref": "#/$defs/SourceProvenance"
},
"title": "Source Provenance",
"type": "array"
},
"limitations": {
"items": {
"type": "string"
},
"maxItems": 50,
"title": "Limitations",
"type": "array"
},
"ok": {
"title": "Ok",
"type": "boolean"
},
"data": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Data"
},
"error": {
"anyOf": [
{
"$ref": "#/$defs/PublicError"
},
{
"type": "null"
}
],
"default": null
}
},
"required": [
"data_version",
"request_id",
"ok"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}社群
證據
近期觀測
已驗證未記錄版本9 個工具