官方说明7 个来源MCP 服务8 天前
whyy9527/ariadne
Offline cross-service API dependency graph: find GraphQL op
在 GitHub 查看 ↗直链 · 无中转页
配置模板（请按你的客户端调整）
claude mcp add ariadne -- npx -y ariadne
这是根据仓库名生成的可粘贴骨架，命令行参数与包名请以该项目 README 为准。
- ★ 数取值
- 3 ★ · whyy9527/ariadne · 取自 GitHub 搜索 API · （2026-10-16 20:00:20 核对）
- 来源明细
- 收录自 punkpeye/awesome-mcp-servers 榜单（我们从中收集的条目之一） · 条目类型：MCP 服务
- 收录与活跃
- 收录于 2026-10-09 · 最近见到 2026-10-16 · 共见到 32 次 · 被 7 个来源列出
- 评分构成
- 综合分 703 · 3 ★ · 7 个来源 · mcp
常见问题（答案都来自我们的记录）
怎么安装？
我们【没有】从该仓库取到安装命令（我们的 install 覆盖率只有约 4%）。请看它的 README 或 releases 页。
它适合谁 / 用来做什么？
我们把它归在这些标签下: MCP 服务。标签来自条目自身，不是我们强加的分类。
谁维护它、还在更新吗？
仓库
whyy9527/ariadne；我们收录于 2026-10-09；最近见到 2026-10-16。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。第三方质量标记
Ariadne
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
> Ariadne's thread — a way out of the microservice maze.
Cross-service API dependency graph for Spring Boot + TypeScript
microservice stacks. MCP stdio server for AI coding assistants
(Claude Code, Cursor, Windsurf), with a CLI twin. Local SQLite + TF-IDF.
Zero ML dependencies.
70-second deterministic terminal walkthrough. Reproduce it from
docs/demo.tape.
---
What it does
Indexes the *contract layer* — GraphQL mutations, REST endpoints, Kafka
topics, frontend queries. Nothing else. That's why results fit an AI
context window.
Ask Claude *"where does createOrder live across the stack?"* and
query_chains returns:
The response is intentionally bounded for an AI context window. See the
reproducible public-stack benchmark for measured retrieval,
serialized token, and timing results against rg and grep.
Current public-stack benchmark (48 reviewed queries across Spring REST,
GraphQL/TypeScript, Kafka, and FastAPI):
| Backend | Top-1 | Top-3 | MRR | Warm query | Mean output |
|---|---:|---:|---:|---:|---:|
| Ariadne | 89.6% | 95.8% | 0.927 | Architecture, MCP tools, scoring math, feedback boost →
docs/ARCHITECTURE.md. Custom scanners (Go,
Rust, anything) → docs/CUSTOM_SCANNERS.md.
Maintainer adoption snapshots → docs/ADOPTION_METRICS.md.
Business acceptance and ablation
The source-backed business suite covers all nine built-in scanners and the
complete MCP query/expand/rate/rescan lifecycle, including a real stdio client.
It uses synthetic contracts; private workspace sources and feedback stay local.
See quality experiment results for the fixed-input
baseline, component ablations, output costs and remaining limitations. The
current server uses MCP Python SDK v1 (mcp<2).
Cross-service API dependency graph for Spring Boot + TypeScript
microservice stacks. MCP stdio server for AI coding assistants
(Claude Code, Cursor, Windsurf), with a CLI twin. Local SQLite + TF-IDF.
Zero ML dependencies.
70-second deterministic terminal walkthrough. Reproduce it from
docs/demo.tape.
---
What it does
Indexes the *contract layer* — GraphQL mutations, REST endpoints, Kafka
topics, frontend queries. Nothing else. That's why results fit an AI
context window.
Ask Claude *"where does createOrder live across the stack?"* and
query_chains returns:
The response is intentionally bounded for an AI context window. See the
reproducible public-stack benchmark for measured retrieval,
serialized token, and timing results against rg and grep.
Current public-stack benchmark (48 reviewed queries across Spring REST,
GraphQL/TypeScript, Kafka, and FastAPI):
| Backend | Top-1 | Top-3 | MRR | Warm query | Mean output |
|---|---:|---:|---:|---:|---:|
| Ariadne | 89.6% | 95.8% | 0.927 | Architecture, MCP tools, scoring math, feedback boost →
docs/ARCHITECTURE.md. Custom scanners (Go,
Rust, anything) → docs/CUSTOM_SCANNERS.md.
Maintainer adoption snapshots → docs/ADOPTION_METRICS.md.
Business acceptance and ablation
The source-backed business suite covers all nine built-in scanners and the
complete MCP query/expand/rate/rescan lifecycle, including a real stdio client.
It uses synthetic contracts; private workspace sources and feedback stay local.
See quality experiment results for the fixed-input
baseline, component ablations, output costs and remaining limitations. The
current server uses MCP Python SDK v1 (mcp<2).
- 来源
- awesome · https://github.com/whyy9527/ariadne
- 按领域浏览
- MCP 服务
- Traction
- 3 ★
- 收录于
- 昨天
更多MCP 服务
所属领域与标签
每个标签都能点进去看同类的全部条目。数字是当前库里的真实条数。