MCP Server

Maha Context Review

com.mahastrategies/context-review
Knowledge & Documentation Public & reachable MCP 2025-11-25

What this MCP does

Selects passages from supplied documents within a token budget and checks retention of specified evidence excerpts.

review_context_retention
Review context retention
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.
Read only Idempotent
Input schema
{'type': 'object', 'required': ['task', 'tokenBudget', 'documents', 'sanitized'], 'properties': {'task': {'type': 'string', 'maxLength': 1200, 'minLength': 8}, 'documents': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'text'], 'properties': {'id': {'type': 'string', 'pattern': '^[A-Za-z0-9][A-Za-z0-9._:-]{0,79}$'}, 'text': {'type': 'string', 'maxLength': 60000, 'minLength': 1}, 'title': {'type': 'string', 'maxLength': 160}}, 'additionalProperties': False}, 'maxItems': 8, 'minItems': 1}, 'sanitized': {'type': 'boolean', 'const': True, 'description': 'Confirm these are authorized, sanitized or synthetic task-specific excerpts, not restricted data.'}, 'tokenBudget': {'type': 'integer', 'maximum': 16000, 'minimum': 64}, 'expectedEvidence': {'type': 'array', 'items': {'type': 'object', 'required': ['sourceId', 'excerpt'], 'properties': {'excerpt': {'type': 'string', 'maxLength': 2000, 'minLength': 1}, 'sourceId': {'type': 'string', 'maxLength': 80}}, 'additionalProperties': False}, 'maxItems': 32, 'description': 'Caller-declared exact excerpts required for this task. An empty list means completeness was not tested.'}}, 'additionalProperties': False}
Added
review_context_retention
Oct. 2, 2026, 2:40 a.m.