SACS.ai MCP — California School District Financial Data
SACS California school finance: public district financial data, CDE filings, comparisons, briefings.
我该使用它吗
质量与安全性
B
发现（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
基于对工具定义和协议合规性的自动分析。
上下文开销
~6,806token 数（工具定义）
~8.1 KB典型响应大小
对注意力有显著影响（占 128k 上下文窗口的 5.32%）
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"sacs-mcp": {
"url": "https://mcp.sacs.ai/mcp"
}
}
}远程端点
https://mcp.sacs.ai/mcpstreamable-http它能做什么
工具清单
工具（9）
🟢 只读🟡 写入🔴 删除⚪ 未知
🟢sacs_search_districts(query, limit, offset, client_id)
Resolve a public California district name, 7-digit LEA, or 14-digit CDS code.
输入模式
{
"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}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"query"
],
"additionalProperties": false,
"title": "sacs_search_districtsArguments"
}输出模式
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$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.
输入模式
{
"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}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"district_identifier"
],
"additionalProperties": false,
"title": "sacs_list_public_datasetsArguments"
}输出模式
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$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.
输入模式
{
"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"
}输出模式
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_compare_districts(base_district_identifier, base_dataset_ref, compare_district_identifier, compare_dataset_ref, fund_codes, ...)
Compare deterministic object-category totals for two explicit official datasets.
输入模式
{
"type": "object",
"properties": {
"base_district_identifier": {
"maxLength": 100,
"minLength": 2,
"title": "Base District Identifier",
"type": "string"
},
"base_dataset_ref": {
"maxLength": 64,
"minLength": 10,
"pattern": "^official:[1-9][0-9]*$",
"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"
}输出模式
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_district_context_pack(district_identifier, fund_codes, basis, fiscal_year_min, fiscal_year_max, ...)
Build fiscal-distress rows with source filing details. Deficit spending is signed net operating result / expenditure; negative means deficit.
输入模式
{
"type": "object",
"properties": {
"district_identifier": {
"maxLength": 100,
"minLength": 2,
"title": "District Identifier",
"type": "string"
},
"fund_codes": {
"anyOf": [
{
"items": {
"description": "Inclusive two-digit SACS fund bound",
"pattern": "^[0-9]{2}$",
"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"
}输出模式
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_district_context_pack_batch(district_identifiers, fund_codes, basis, fiscal_year_min, fiscal_year_max, ...)
Build bounded district packs with source filing details. Deficit spending is signed net operating result / expenditure; negative means deficit.
输入模式
{
"type": "object",
"properties": {
"district_identifiers": {
"items": {
"maxLength": 100,
"minLength": 2,
"type": "string"
},
"maxItems": 25,
"minItems": 1,
"title": "District Identifiers",
"type": "array"
},
"fund_codes": {
"anyOf": [
{
"items": {
"description": "Inclusive two-digit SACS fund bound",
"pattern": "^[0-9]{2}$",
"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"
}输出模式
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_explain_code(code_type, query, limit, offset, client_id)
Explain current public fund, resource, goal, function, or object codes.
输入模式
{
"type": "object",
"properties": {
"code_type": {
"enum": [
"fund",
"resource",
"goal",
"function",
"object"
],
"title": "Code Type",
"type": "string"
},
"query": {
"maxLength": 80,
"minLength": 1,
"title": "Query",
"type": "string"
},
"limit": {
"default": 20,
"maximum": 50,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"maximum": 500,
"minimum": 0,
"title": "Offset",
"type": "integer"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"code_type",
"query"
],
"additionalProperties": false,
"title": "sacs_explain_codeArguments"
}输出模式
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟡sacs_register_client(consent_to_store, client_id, user_type, home_district_cds, agent_client, ...)
Optionally register this MCP installation. Before calling, tell the operator registration is voluntary, data access works without it, list the fields to be stored, and obtain consent. Never infer or submit personal or confidential information.
输入模式
{
"type": "object",
"properties": {
"consent_to_store": {
"const": true,
"description": "Must be true, and only after the operator accepts the disclosed storage.",
"title": "Consent To Store",
"type": "boolean"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"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}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Home District Cds"
},
"agent_client": {
"anyOf": [
{
"maxLength": 100,
"minLength": 1,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Agent Client"
},
"use_case": {
"anyOf": [
{
"maxLength": 500,
"minLength": 1,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Use Case"
}
},
"required": [
"consent_to_store"
],
"additionalProperties": false,
"title": "sacs_register_clientArguments"
}输出模式
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$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.
输入模式
{
"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"
}输出模式
{
"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"
}社区
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