Maha Context Review
Reduce supplied context and check caller-declared, source-specific exact evidence retention.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
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": {
"context-review": {
"url": "https://www.mahastrategies.com/api/mcp/context-review?channel=registry"
}
}
}Remote endpoints
https://www.mahastrategies.com/api/mcp/context-review?channel=registrystreamable-httpWhat it can do
Tool inventory
Tools (1)
🟢review_context_retention(task, tokenBudget, sanitized, documents, expectedEvidence)
Select passages from explicitly supplied sanitized documents under an estimated token budget, and check whether user-declared exact evidence excerpts remain in selected passages from their specified source. No web access, storage, payments, semantic correctness guarantee, or downstream prompt capture. Do not send credentials, government IDs, payment card data, protected health information, or confidential personal records.
Input Schema
{
"type": "object",
"properties": {
"task": {
"type": "string",
"minLength": 8,
"maxLength": 1200
},
"tokenBudget": {
"type": "integer",
"minimum": 64,
"maximum": 16000
},
"sanitized": {
"type": "boolean",
"const": true,
"description": "Confirm these are authorized, sanitized or synthetic task-specific excerpts, not restricted data."
},
"documents": {
"type": "array",
"minItems": 1,
"maxItems": 8,
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"id",
"text"
],
"properties": {
"id": {
"type": "string",
"pattern": "^[A-Za-z0-9][A-Za-z0-9._:-]{0,79}$"
},
"title": {
"type": "string",
"maxLength": 160
},
"text": {
"type": "string",
"minLength": 1,
"maxLength": 60000
}
}
}
},
"expectedEvidence": {
"type": "array",
"maxItems": 32,
"description": "Caller-declared exact excerpts required for this task. An empty list means completeness was not tested.",
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"sourceId",
"excerpt"
],
"properties": {
"sourceId": {
"type": "string",
"maxLength": 80
},
"excerpt": {
"type": "string",
"minLength": 1,
"maxLength": 2000
}
}
}
}
},
"required": [
"task",
"tokenBudget",
"documents",
"sanitized"
],
"additionalProperties": false
}Community
Evidence