by lourencomaciel · MCP 服务器 · ★ 26
Sift Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JSON. Sift is a drop-in reliability layer for MCP and CLI tool output. It persists full payloads as artifacts, returns either inline payload () or compact references (), and lets agents query what they need with Python code over stored data. Benchmark summary: on 103 factual questions across 12 real JSON datasets, Sift improved accuracy from 33.0% to 99.0% while cutting input tokens by 95.4% (10,757,230 - 489,655). Full details: benchmarks/README.md.
| Stars | 26 |
| Forks | 2 |
| Language | Python |
| Category | MCP 服务器 |
| License | MIT |
| Quality Score | 40.9/100 |
| Last Updated | 2026-04-15 |
| Created | 2026-02-08 |
| Platforms | cli, mcp, python |
| Est. Tokens | ~133k |
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sift-gateway is Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JSON for MCP and CLI agents.. It is categorized as a MCP 服务器 with 26 GitHub stars.
sift-gateway is primarily written in Python. It covers topics such as agent-tooling, ai-agents, artifacts.
You can find installation instructions and usage details in the sift-gateway GitHub repository at github.com/lourencomaciel/sift-gateway. The project has 26 stars and 2 forks, indicating an active community.
sift-gateway is released under the MIT license, making it free to use and modify according to the license terms.