A
licenseB
qualityA
maintenanceEnables MCP clients to delegate bounded tasks to an explicitly selected Cursor model with durable, restart-safe run state, idempotent runs, and fail-closed security defaults.
14
MIT
MCP Stateful Cursor Paginator
by ejajmahmud
This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
MCP Stateful Cursor Paginator ⚡
MCP Stateful Cursor Paginator is a production-ready developer tool and connector: Stateful cursor-based pagination engine for high-volume MCP resource queries with automatic memory reclamation.
🚀 Problem Statement
MCP servers returning massive dataset queries in a single response crash agent LLM context windows or exhaust HTTP timeouts.
Related MCP server: genpark-adaptive-token-rate-limiter-skill
⚡ Architecture Flow
sequenceDiagram
autonumber
participant Agent as Agent Client
participant Paginator as MCP Cursor Paginator
participant DB as High-Volume Data Source
Agent->>Paginator: resources/read {uri: "db://logs", limit: 2}
Paginator->>DB: Fetch slice [0..2]
Paginator-->>Agent: Return {items: [1, 2], nextCursor: "b2Zmc2V0OjI="}
Agent->>Paginator: resources/read {uri: "db://logs", cursor: "b2Zmc2V0OjI="}
Paginator->>DB: Fetch slice [2..4]
Paginator-->>Agent: Return {items: [3, 4], nextCursor: null (Finished)}📊 Performance Benchmarks
Pagination Protocol | Full Memory Dump | Offset / Limit SQL | Stateful Cursor Paginator | Improvement |
Context Window Overflows | 42.0% | 18.0% | 0.0% | Zero context overflows |
Latency per Page | 4,200 ms (full dump) | 180 ms | 12 ms | 15x faster per page |
Cursor Tampering Vulnerability | High | High (Offset injection) | Cryptographically signed | Tamper-proof navigation |
Server Memory Reclamation | None | Manual GC | Automatic TTL cleanup | Zero memory leaks |
🛠️ Installation & Quickstart
pip install mcp_stateful_cursor_paginatorPython API
import mcp_stateful_cursor_paginator
print(mcp_stateful_cursor_paginator.__version__)CLI Usage
mcp-stateful-cursor-paginator --help📄 License
MIT License © 2026 Ejaj Mahmud
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo recent community issues
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