# Spring Boot Runtime Diagnostics (pypi · spring-runtime-mcp)

Read-only Spring Boot runtime evidence for agents: beans, routes, health, startup.

- Trust score: 62/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-04

## Components

- pypi · `spring-runtime-mcp`: 62/100 (this document), [markdown](https://verifymcp.io/servers/neilmorse-spring-runtime-mcp/spring-runtime-mcp.md), [page](https://verifymcp.io/servers/neilmorse-spring-runtime-mcp/spring-runtime-mcp)

## Channel facts

- Registry: `pypi`
- Package: `spring-runtime-mcp`
- Version: `0.2.12`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-04.

- **Supply Chain Security**: 50/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised build step with no custom scripting around it.
  - 1 of 29 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 100/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to neilmorse/spring-runtime-mcp).
  - Clear OSI-approved license (Apache-2.0).
  - Actively maintained (last published 1 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 49/100
  - AI-judged instruction clarity (fair).
  - Context-footprint check failed: tool/resource definitions use about 1237 tokens (~154/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 13/100
  - Stability observed for 4 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 75/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 12% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 8 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the Spring Boot Runtime Diagnostics MCP server?

Spring Boot Runtime Diagnostics runs locally as a PyPI package, launched with uvx spring-runtime-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add neilmorse-spring-runtime-mcp -- uvx spring-runtime-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "neilmorse-spring-runtime-mcp": {
      "command": "uvx",
      "args": [
        "spring-runtime-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "neilmorse-spring-runtime-mcp": {
      "command": "uvx",
      "args": [
        "spring-runtime-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add neilmorse-spring-runtime-mcp -- uvx spring-runtime-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "neilmorse-spring-runtime-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "spring-runtime-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add neilmorse-spring-runtime-mcp --command uvx --arg spring-runtime-mcp
```

### Hermes

```yaml
mcp_servers:
  neilmorse-spring-runtime-mcp:
    command: "uvx"
    args: ["spring-runtime-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "neilmorse-spring-runtime-mcp": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "spring-runtime-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add neilmorse-spring-runtime-mcp -t stdio -c uvx -a spring-runtime-mcp
```

### Other

```json
{
  "mcpServers": {
    "neilmorse-spring-runtime-mcp": {
      "command": "uvx",
      "args": [
        "spring-runtime-mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-04 (score 62, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 61, −14)

- [security regression] Malware scan: pass → unverified
- [functional] Package version: 0.2.8 → 0.2.12
- [functional] Package version: 0.2.8 → 0.2.11
- [functional] Package version: 0.2.8 → 0.2.10
- [functional] Package version: 0.2.8 → 0.2.9

### 2026-11-01 (score 75, +15)

- [security regression] Tool safety: pass → unverified
- [security improvement] Malware scan: unverified → pass
- [security] Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- [functional regression] Capabilities: pass → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] Stability: unverified → 0.03
- [functional] First check of Schema quality: unverified
- [functional] Package version: 0.2.2 → 0.2.8
- [functional] Package version: 0.2.2 → 0.2.7
- [functional] Package version: 0.2.2 → 0.2.6
- [functional] Package version: 0.2.2 → 0.2.5
- [functional] Package version: 0.2.2 → 0.2.4

### 2026-10-31 (score 60)

First indexed and scored.

## MCP tools (8)

### `springboot_analyze_startup` (~162 tokens)

返回非破坏性启动快照中的版本、时间线跨度、最慢步骤及父子链；排查慢启动时调用，不用于当前请求延迟，也不执行排空缓冲区的 POST。

Input parameters:

- `beanNamePattern` (string): Bounded case-sensitive glob: only * and ? are wildcards; all other allowed characters are literal. No regex.
- `cursor` (string)
- `maxDepth` (integer)
- `maxResults` (integer)
- `minDurationMs` (number)
- `stepNamePattern` (string): Bounded case-sensitive glob: only * and ? are wildcards; all other allowed characters are literal. No regex.
- `targetId` (string)

Output parameters:

- `coverage` (object)
- `data`
- `errors` (array)
- `nextAction` (object)
- `nextCursor`
- `redactions` (array)
- `schemaVersion`
- `source` (object)
- `status`
- `totalMatched`
- `truncated` (boolean)
- `truncationReasons` (array)
- `warnings` (array)

### `springboot_check_migrations` (~142 tokens)

返回所有容器和迁移 Bean 的已报告迁移、校验和、顺序及异常状态；排查迁移失败或版本差异时调用，未报告的待执行状态需要可信预期，且不会执行 SQL 或迁移。

Input parameters:

- `contextId` (string)
- `cursor` (string)
- `engine`
- `expectedMigrations` (array)
- `expectedSetComplete` (boolean)
- `maxResults` (integer)
- `migrationBean` (string)
- `state` (array)
- `targetId` (string)
- `version` (string)

Output parameters:

- `coverage` (object)
- `data`
- `errors` (array)
- `nextAction` (object)
- `nextCursor`
- `redactions` (array)
- `schemaVersion`
- `source` (object)
- `status`
- `totalMatched`
- `truncated` (boolean)
- `truncationReasons` (array)
- `warnings` (array)

### `springboot_detect_drift` (~165 tokens)

比较调用者从获权工作区提取的 Bean、路由、迁移版本和 Profile 预期，返回差异及分级根因候选；源码与运行行为不一致时调用，省略维度不参与比较，文件时间本身不能证明未重启。

Input parameters:

- `cursor` (string)
- `expectedBeans` (array)
- `expectedMigrationVersion` (object)
- `expectedProfiles` (array)
- `expectedRoutes` (array)
- `expectedScopeComplete` (boolean)
- `maxDepth` (integer)
- `maxResults` (integer)
- `sourceModifiedAt` (string)
- `sourceRevision` (string)
- `targetId` (string)

Output parameters:

- `coverage` (object)
- `data`
- `errors` (array)
- `nextAction` (object)
- `nextCursor`
- `redactions` (array)
- `schemaVersion`
- `source` (object)
- `status`
- `totalMatched`
- `truncated` (boolean)
- `truncationReasons` (array)
- `warnings` (array)

### `springboot_diagnose_health` (~126 tokens)

返回整体健康状态、异常组件树及已脱敏的结构化错误和修复代码；依赖故障或探针异常时调用，组件下钻在本地完成，不获取日志、堆转储或原始异常栈。

Input parameters:

- `componentPath` (array)
- `cursor` (string)
- `group`
- `includeDetails` (boolean)
- `includeHealthy` (boolean)
- `maxDepth` (integer)
- `maxResults` (integer)
- `targetId` (string)

Output parameters:

- `coverage` (object)
- `data`
- `errors` (array)
- `nextAction` (object)
- `nextCursor`
- `redactions` (array)
- `schemaVersion`
- `source` (object)
- `status`
- `totalMatched`
- `truncated` (boolean)
- `truncationReasons` (array)
- `warnings` (array)

### `springboot_inspect_beans` (~198 tokens)

返回匹配 Bean、别名及双向依赖图，并在 Bean 缺失时自动读取已授权条件报告、展开嵌套与传递阻塞链；排查注入或条件装配时调用，证据不足时返回 unknown，不猜测确切原因。

Input parameters:

- `beanNamePattern` (string): Bounded case-sensitive glob: only * and ? are wildcards; all other allowed characters are literal. No regex.
- `conditionDepth` (integer)
- `contextId` (string)
- `cursor` (string)
- `direction`
- `maxDepth` (integer)
- `maxResults` (integer)
- `packagePrefix` (string)
- `targetId` (string)
- `typePattern` (string): Bounded case-sensitive glob: only * and ? are wildcards; all other allowed characters are literal. No regex.

Output parameters:

- `coverage` (object)
- `data`
- `errors` (array)
- `nextAction` (object)
- `nextCursor`
- `redactions` (array)
- `schemaVersion`
- `source` (object)
- `status`
- `totalMatched`
- `truncated` (boolean)
- `truncationReasons` (array)
- `warnings` (array)

### `springboot_inspect_config` (~142 tokens)

返回双层强制脱敏后的生效属性、绑定 Bean、来源位置及 Active Profiles；排查属性绑定或配置覆盖时按前缀或键模式调用，能力默认关闭且不能用于获取秘密或导出全量配置。

Input parameters:

- `contextId` (string)
- `cursor` (string)
- `includeValues` (boolean)
- `maxResults` (integer)
- `prefix` (string)
- `propertyKeyPattern` (string): Bounded case-sensitive glob: only * and ? are wildcards; all other allowed characters are literal. No regex.
- `targetId` (string)

Output parameters:

- `coverage` (object)
- `data`
- `errors` (array)
- `nextAction` (object)
- `nextCursor`
- `redactions` (array)
- `schemaVersion`
- `source` (object)
- `status`
- `totalMatched`
- `truncated` (boolean)
- `truncationReasons` (array)
- `warnings` (array)

### `springboot_search_openapi` (~144 tokens)

返回匹配操作或 Schema，并默认内联直接与二阶同文档引用；确认接口契约时使用精确选择器调用，不执行业务接口、不返回全量文档，也不解析远程引用。

Input parameters:

- `cursor` (string)
- `httpMethod`
- `maxRefDepth` (integer)
- `maxResults` (integer)
- `operationId` (string)
- `pathPattern` (string): Bounded case-sensitive glob: only * and ? are wildcards; all other allowed characters are literal. No regex.
- `schemaName` (string)
- `targetId` (string)

Output parameters:

- `coverage` (object)
- `data`
- `errors` (array)
- `nextAction` (object)
- `nextCursor`
- `redactions` (array)
- `schemaVersion`
- `source` (object)
- `status`
- `totalMatched`
- `truncated` (boolean)
- `truncationReasons` (array)
- `warnings` (array)

### `springboot_verify_mappings` (~158 tokens)

返回统一的 MVC/WebFlux 路由、处理器和方法描述符；排查路径、方法或 Controller 未注册时调用，不向业务 URL 发请求，也不把注册匹配等同于请求一定成功。

Input parameters:

- `contextId` (string)
- `controllerClassPattern` (string): Bounded case-sensitive glob: only * and ? are wildcards; all other allowed characters are literal. No regex.
- `cursor` (string)
- `httpMethod`
- `maxResults` (integer)
- `pathPattern` (string): Bounded case-sensitive glob: only * and ? are wildcards; all other allowed characters are literal. No regex.
- `targetId` (string)

Output parameters:

- `coverage` (object)
- `data`
- `errors` (array)
- `nextAction` (object)
- `nextCursor`
- `redactions` (array)
- `schemaVersion`
- `source` (object)
- `status`
- `totalMatched`
- `truncated` (boolean)
- `truncationReasons` (array)
- `warnings` (array)

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/neilmorse-spring-runtime-mcp/spring-runtime-mcp#diagnostics

## Score history

- 2026-11-04: 62
- 2026-11-03: 61
- 2026-11-02: 61
- 2026-11-01: 75
- 2026-10-31: 60

## Common questions

### What is the Spring Boot Runtime Diagnostics MCP server?

Spring Boot Runtime Diagnostics is an MCP server listed in the public MCP registry as io.github.neilmorse/spring-runtime-mcp. Read-only Spring Boot runtime evidence for agents: beans, routes, health, startup. This page covers its PyPI package (spring-runtime-mcp).

### Is the Spring Boot Runtime Diagnostics MCP server safe to use?

Spring Boot Runtime Diagnostics scores 62 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Spring Boot Runtime Diagnostics MCP server expose?

Spring Boot Runtime Diagnostics exposes 8 tools: springboot_analyze_startup, springboot_check_migrations, springboot_detect_drift, springboot_diagnose_health, springboot_inspect_beans, and 3 more. Their descriptions and schemas cost roughly 1,237 tokens of context every time the server is loaded.

### Is the Spring Boot Runtime Diagnostics MCP server still maintained?

Spring Boot Runtime Diagnostics is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the Spring Boot Runtime Diagnostics MCP server under?

Spring Boot Runtime Diagnostics declares the Apache-2.0 licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/spring-runtime-mcp/
- Socket report: https://socket.dev/pypi/package/spring-runtime-mcp
- Repository: https://github.com/neilmorse/spring-runtime-mcp
- Changelog RSS feed: https://verifymcp.io/servers/neilmorse-spring-runtime-mcp/spring-runtime-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/neilmorse-spring-runtime-mcp/spring-runtime-mcp.json
- HTML version of this page: https://verifymcp.io/servers/neilmorse-spring-runtime-mcp/spring-runtime-mcp