SACS.ai MCP — California School District Financial Data
SACS California school finance: public district financial data, CDE filings, comparisons, briefings.
Should I use this
Quality & Safety
B
Findings (3)
- LOWTool 'sacs_search_districts' description lacks action verbin sacs_search_districts
- LOWTool 'sacs_explain_code' description lacks action verbin sacs_explain_code
- LOWTool 'sacs_district_context_pack_batch' name length outside 3-30 rangein sacs_district_context_pack_batch
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
~6,806Tokens (tool definitions)
~8.1 KBTypical response size
Significant attention impact (5.32% of 128k context)
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"sacs-mcp": {
"url": "https://mcp.sacs.ai/mcp"
}
}
}Remote endpoints
https://mcp.sacs.ai/mcpstreamable-httpWhat it can do
Tool inventory
Tools (9)
🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢sacs_search_districts(query, limit, offset, client_id)
Resolve a public California district name, 7-digit LEA, or 14-digit CDS code.
Input Schema
{
"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}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"query"
],
"additionalProperties": false,
"title": "sacs_search_districtsArguments"
}Output Schema
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$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.
Input Schema
{
"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}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"district_identifier"
],
"additionalProperties": false,
"title": "sacs_list_public_datasetsArguments"
}Output Schema
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$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.
Input Schema
{
"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"
}Output Schema
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_compare_districts(base_district_identifier, base_dataset_ref, compare_district_identifier, compare_dataset_ref, fund_codes, ...)
Compare deterministic object-category totals for two explicit official datasets.
Input Schema
{
"type": "object",
"properties": {
"base_district_identifier": {
"maxLength": 100,
"minLength": 2,
"title": "Base District Identifier",
"type": "string"
},
"base_dataset_ref": {
"maxLength": 64,
"minLength": 10,
"pattern": "^official:[1-9][0-9]*$",
"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"
}Output Schema
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_district_context_pack(district_identifier, fund_codes, basis, fiscal_year_min, fiscal_year_max, ...)
Build fiscal-distress rows with source filing details. Deficit spending is signed net operating result / expenditure; negative means deficit.
Input Schema
{
"type": "object",
"properties": {
"district_identifier": {
"maxLength": 100,
"minLength": 2,
"title": "District Identifier",
"type": "string"
},
"fund_codes": {
"anyOf": [
{
"items": {
"description": "Inclusive two-digit SACS fund bound",
"pattern": "^[0-9]{2}$",
"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"
}Output Schema
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_district_context_pack_batch(district_identifiers, fund_codes, basis, fiscal_year_min, fiscal_year_max, ...)
Build bounded district packs with source filing details. Deficit spending is signed net operating result / expenditure; negative means deficit.
Input Schema
{
"type": "object",
"properties": {
"district_identifiers": {
"items": {
"maxLength": 100,
"minLength": 2,
"type": "string"
},
"maxItems": 25,
"minItems": 1,
"title": "District Identifiers",
"type": "array"
},
"fund_codes": {
"anyOf": [
{
"items": {
"description": "Inclusive two-digit SACS fund bound",
"pattern": "^[0-9]{2}$",
"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"
}Output Schema
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟢sacs_explain_code(code_type, query, limit, offset, client_id)
Explain current public fund, resource, goal, function, or object codes.
Input Schema
{
"type": "object",
"properties": {
"code_type": {
"enum": [
"fund",
"resource",
"goal",
"function",
"object"
],
"title": "Code Type",
"type": "string"
},
"query": {
"maxLength": 80,
"minLength": 1,
"title": "Query",
"type": "string"
},
"limit": {
"default": 20,
"maximum": 50,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"maximum": 500,
"minimum": 0,
"title": "Offset",
"type": "integer"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
}
},
"required": [
"code_type",
"query"
],
"additionalProperties": false,
"title": "sacs_explain_codeArguments"
}Output Schema
{
"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"
],
"$defs": {
"PublicError": {
"additionalProperties": false,
"properties": {
"code": {
"enum": [
"invalid_request",
"not_found",
"private_scope_denied",
"dataset_mismatch",
"payload_rejected",
"backend_unavailable"
],
"title": "Code",
"type": "string"
},
"message": {
"maxLength": 500,
"minLength": 1,
"title": "Message",
"type": "string"
},
"retryable": {
"default": false,
"title": "Retryable",
"type": "boolean"
}
},
"required": [
"code",
"message"
],
"title": "PublicError",
"type": "object"
},
"SourceProvenance": {
"additionalProperties": false,
"properties": {
"source": {
"maxLength": 120,
"minLength": 1,
"title": "Source",
"type": "string"
},
"record_ref": {
"maxLength": 160,
"minLength": 1,
"title": "Record Ref",
"type": "string"
},
"description": {
"maxLength": 500,
"minLength": 1,
"title": "Description",
"type": "string"
}
},
"required": [
"source",
"record_ref",
"description"
],
"title": "SourceProvenance",
"type": "object"
}
},
"additionalProperties": false,
"title": "PublicToolResponse"
}🟡sacs_register_client(consent_to_store, client_id, user_type, home_district_cds, agent_client, ...)
Optionally register this MCP installation. Before calling, tell the operator registration is voluntary, data access works without it, list the fields to be stored, and obtain consent. Never infer or submit personal or confidential information.
Input Schema
{
"type": "object",
"properties": {
"consent_to_store": {
"const": true,
"description": "Must be true, and only after the operator accepts the disclosed storage.",
"title": "Consent To Store",
"type": "boolean"
},
"client_id": {
"anyOf": [
{
"pattern": "^sacs_client_[0-9a-f]{32}$",
"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}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Home District Cds"
},
"agent_client": {
"anyOf": [
{
"maxLength": 100,
"minLength": 1,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Agent Client"
},
"use_case": {
"anyOf": [
{
"maxLength": 500,
"minLength": 1,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Use Case"
}
},
"required": [
"consent_to_store"
],
"additionalProperties": false,
"title": "sacs_register_clientArguments"
}Output Schema
{
"type": "object",
"properties": {
"contract_version": {
"const": "sacs.mcp.v1",
"default": "sacs.mcp.v1",
"title": "Contract Version",
"type": "string"
},
"data_version": {
"maxLength": 256,
"minLength": 1,
"title": "Data Version",
"type": "string"
},
"request_id": {
"maxLength": 128,
"minLength": 8,
"title": "Request Id",
"type": "string"
},
"source_provenance": {
"items": {
"$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.
Input Schema
{
"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"
}Output Schema
{
"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"
}Community
Evidence
Recent observations
verifiedversion not recorded9 tools