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| 1 | +# Design Pattern Review |
| 2 | + |
| 3 | +This document explains how the MCP Server Fuzzer applies common design |
| 4 | +patterns, how well they fit the current implementation, and where future |
| 5 | +contributors can improve the architecture. Each section lists the primary |
| 6 | +patterns in play, a qualitative "fit score" (0-10), and concrete next steps. |
| 7 | + |
| 8 | +## Pattern Map |
| 9 | + |
| 10 | +| Module | Primary Patterns | Fit Score | |
| 11 | +| --- | --- | --- | |
| 12 | +| CLI Layer | Facade, Command, Builder | 8 | |
| 13 | +| Transport Layer | Strategy, Adapter, Factory | 9 | |
| 14 | +| Fuzzing Engine | Template Method, Observer, Mediator | 7 | |
| 15 | +| Strategy System | Strategy, Prototype, Data Builder | 8 | |
| 16 | +| Safety System | Chain of Responsibility, Decorator | 7 | |
| 17 | +| Runtime & Process Management | State, Watchdog, Resource Pool | 8 | |
| 18 | +| Reporting & Observability | Observer, Bridge, Adapter | 7 | |
| 19 | + |
| 20 | +## Module-by-Module Analysis |
| 21 | + |
| 22 | +### CLI Layer (Fit Score: 8/10) |
| 23 | + |
| 24 | +- **Patterns Used:** Facade to shield users from subsystem complexity, Command |
| 25 | + objects for sub-commands/options, Builder for assembling runtime config. |
| 26 | +- **Strengths:** The CLI is a clear entry point that composes transports, |
| 27 | + strategies, and reporters. Options map almost 1:1 to configuration objects. |
| 28 | +- **Gaps & Ideas:** Reuse of parsing logic across sub-commands could improve if |
| 29 | + argument builders lived in a dedicated factory so the CLI does not own every |
| 30 | + instantiation detail. |
| 31 | + |
| 32 | +Next steps: |
| 33 | +- Extract reusable CLI config builders so new commands inherit validation rules. |
| 34 | +- Create smoke tests that cover composite CLI scenarios (auth + transports + |
| 35 | + safety flags) to guard the Facade contract. |
| 36 | + |
| 37 | +### Transport Layer (Fit Score: 9/10) |
| 38 | + |
| 39 | +- **Patterns Used:** Strategy for choosing HTTP/SSE/Stdio transports, Adapter |
| 40 | + to normalize differing protocol semantics, Abstract Factory for wiring the |
| 41 | + right transport + auth combo. |
| 42 | +- **Strengths:** `create_transport` hides instantiation logic, and adapters |
| 43 | + expose uniform `send/receive` APIs. Test doubles are easy to swap in. |
| 44 | +- **Gaps & Ideas:** Some transports share retry/backoff logic that could live in |
| 45 | + a Decorator for clarity. |
| 46 | + |
| 47 | +Next steps: |
| 48 | +- Introduce a `RetryingTransport` decorator so timeouts/backoff are composable. |
| 49 | +- Document the adapter contract (`open`, `close`, `send_message`) to guide |
| 50 | + community transport additions. |
| 51 | + |
| 52 | +### Fuzzing Engine (Fit Score: 7/10) |
| 53 | + |
| 54 | +- **Patterns Used:** Template Method drives fuzzing runs, Observer notifies |
| 55 | + reporters, Mediator coordinates strategies and safety modules. |
| 56 | +- **Strengths:** The engine isolates orchestration from transport details and |
| 57 | + exposes hooks for reporting progress. |
| 58 | +- **Gaps & Ideas:** Template steps are implicit in the engine's methods; naming |
| 59 | + them (`prepare`, `execute`, `finalize`) would make the template clearer. |
| 60 | + |
| 61 | +Next steps: |
| 62 | +- Refactor engine workflows into explicit template methods to mitigate control |
| 63 | + flow duplication. |
| 64 | +- Introduce mediator interface tests to guarantee event ordering for reporters |
| 65 | + and safety filters. |
| 66 | + |
| 67 | +### Strategy System (Fit Score: 8/10) |
| 68 | + |
| 69 | +- **Patterns Used:** Strategy for swapping data generators, Prototype for |
| 70 | + cloning request blueprints, Builder for constructing complex payloads. |
| 71 | +- **Strengths:** Strategies encapsulate data semantics, which keeps fuzzing |
| 72 | + logic simple and testable. |
| 73 | +- **Gaps & Ideas:** The builder/prototype separation is blurred; immutable |
| 74 | + strategy inputs would clarify responsibilities. |
| 75 | + |
| 76 | +Next steps: |
| 77 | +- Add a registry (simple factory) so experimental strategies can be toggled at |
| 78 | + runtime. |
| 79 | +- Provide examples that show how to extend the `Strategy` interface for new |
| 80 | + domains (tools vs. resources). |
| 81 | + |
| 82 | +### Safety System (Fit Score: 7/10) |
| 83 | + |
| 84 | +- **Patterns Used:** Chain of Responsibility for running filters in sequence, |
| 85 | + Decorator for layering mock responses and path blocking. |
| 86 | +- **Strengths:** Safety features remain optional but composable—callers pass in |
| 87 | + the chain entry point. |
| 88 | +- **Gaps & Ideas:** Chains are assembled imperatively; a configuration-driven |
| 89 | + builder would make the pattern more obvious. |
| 90 | + |
| 91 | +Next steps: |
| 92 | +- Define a `SafetyPolicy` object that declares filter order and parameters. |
| 93 | +- Cover the chain with integration tests to ensure early exits and bypass |
| 94 | + clauses behave as expected. |
| 95 | + |
| 96 | +### Runtime & Process Management (Fit Score: 8/10) |
| 97 | + |
| 98 | +- **Patterns Used:** State machine for process lifecycle, Watchdog pattern for |
| 99 | + supervising tasks, Object Pool/resource pool for concurrency limits. |
| 100 | +- **Strengths:** Async primitives plus the watchdog isolate failure domains and |
| 101 | + keep resource usage predictable. |
| 102 | +- **Gaps & Ideas:** Lifecycle transitions are implicit; documenting the state |
| 103 | + diagram would help contributors reason about edge cases. |
| 104 | + |
| 105 | +Next steps: |
| 106 | +- Add a state transition table (docs or docstring) for the process manager. |
| 107 | +- Consider extracting the process pool into a reusable module for integration |
| 108 | + with future runners. |
| 109 | + |
| 110 | +### Reporting & Observability (Fit Score: 7/10) |
| 111 | + |
| 112 | +- **Patterns Used:** Observer pattern for event sinks, Bridge to support JSON |
| 113 | + vs. Console outputs, Adapter for CI-friendly formats. |
| 114 | +- **Strengths:** Reporters subscribe to the same event stream, enabling CLI, |
| 115 | + JSON, and text outputs without touching the engine. |
| 116 | +- **Gaps & Ideas:** Event payloads are tightly coupled to engine internals; |
| 117 | + defining a stable DTO reduces accidental breakages. |
| 118 | + |
| 119 | +Next steps: |
| 120 | +- Formalize event contracts (schema + version) to help external tooling. |
| 121 | +- Add regression tests to ensure reporters stay backward compatible. |
| 122 | + |
| 123 | +## Improvement Checklist |
| 124 | + |
| 125 | +- [ ] Share code snippets in docs showing how to extend each layer. |
| 126 | +- [ ] Automate linting/tests per module to validate pattern intent. |
| 127 | +- [ ] Keep the pattern map updated whenever architecture changes. |
| 128 | + |
| 129 | +Maintaining this review ensures new contributors can map their work to the |
| 130 | +existing architecture while spotting opportunities for better abstractions. |
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