e1c17e047fAdd four new example servers demonstrating different SEP-2053 variant patterns: - model-optimized (same tools, different descriptions per LLM family) - trading (API versioning with deprecation lifecycle) - research (context budget management) - Refactor the existing variants-http example into a GitHub-style server with custom ranking. Signed-off-by: Kurt Degiorgio <kdegiorgio@bloomberg.net>
27 lines
1 KiB
Markdown
27 lines
1 KiB
Markdown
# Research Assistant
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A variant-aware MCP server that manages context budget by providing the same research tools (`search_papers`, `get_paper`, `summarize`) at different verbosity levels.
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**Pattern demonstrated:** Context budget management with description verbosity control.
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## Variants
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| Variant | Verbosity | Status | Use Case |
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| `deep-research` | Multi-paragraph with usage examples | Stable | Literature reviews, large context windows |
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| `quick-lookup` | Single-sentence descriptions | Stable | Fast Q&A, limited token budgets |
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| `synthesis` | Balanced, moderate detail | Experimental | Report generation workflows |
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All three variants expose the same three tools with the same behavior — only the description detail level differs.
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## Custom Ranking
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Clients send a `"contextSize"` hint (`"verbose"`, `"compact"`, or `"standard"`). The ranking function matches the hint to the appropriate variant, falling back to priority order.
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## Run
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```bash
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go run ./examples/server/research
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```
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The server listens on `http://localhost:8080`.
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