Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
59 changes: 59 additions & 0 deletions docs/claude-code-integration.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,59 @@
# Claude Code 集成指南

将 EVE-MCP 接入 Claude Code,让 AI 助手直接调用地球科学知识库。

## 配置

编辑 `~/.claude/settings.json`,添加到 `mcpServers`:

```json
{
"mcpServers": {
"eve": {
"command": "python",
"args": ["-m", "eve_mcp.server"],
"env": {
"EVE_EMAIL": "your-email@example.com",
"EVE_PASSWORD": "your-password"
}
}
}
}
```

如果使用 Poetry 安装:

```json
{
"mcpServers": {
"eve": {
"command": "poetry",
"args": ["run", "python", "-m", "eve_mcp.server"],
"env": {
"EVE_EMAIL": "your-email@example.com",
"EVE_PASSWORD": "your-password"
}
}
}
}
```

## 注册账号

EVE 需要注册账号才能使用。访问 [eve-chat.chat](https://eve-chat.chat) 注册。

## 在 Claude Code 中使用

配置完成后重启 Claude Code,五個 MCP 工具自动可用:

```
用户: 帮我查一下 NDVI 的官方定义

Claude (调用 query_eve): NDVI(归一化植被指数)...
```

## 注意事项

- 需要 EVE 账号才能调用需要认证的工具(query_eve、list_eve_collections)
- check_eve_health 不需要认证,可用于调试连接
- 首次调用工具时会自动登录,token 在会话期间缓存
91 changes: 91 additions & 0 deletions docs/tool-examples.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,91 @@
# 工具调用示例

五个 MCP 工具的使用场景和预期输出。

## query_eve

RAG 查询,检索地球科学文献后生成回答。

**输入:**
```
question: "What is the NDVI formula and which bands are used?"
collections: "eve-public"
k: 5
```

**预期输出:**
```
NDVI (Normalized Difference Vegetation Index) is calculated as:
NDVI = (NIR - Red) / (NIR + Red)

It uses two spectral bands:
- NIR (Near-Infrared): typically Sentinel-2 Band 8 (842 nm) or Landsat Band 5 (865 nm)
- Red: typically Sentinel-2 Band 4 (665 nm) or Landsat Band 4 (660 nm)

The resulting values range from -1 to +1, where values above 0.3 generally
indicate healthy vegetation.
```

## list_eve_collections

列出可用的公共知识库。

**输入:** 无参数

**预期输出:**
```
Available collections:
- eve-public: General Earth Observation knowledge base
- esa-satellite: ESA satellite mission documentation
- climate-reports: Climate and environmental reports
```

## check_eve_health

健康检查,验证 API 连接。不需要认证。

**输入:** 无参数

**预期输出:**
```
EVE API is healthy. Status: OK.
```

## extract_factuality_issues

分析 Google Earth Engine Python 脚本,提取其中隐含的科学假设。适合审查地学分析代码。

**输入:** 一段 GEE Python 代码

**预期输出:**
```
Issues found:
1. Line 12: NDVI threshold of 0.3 assumes temperate vegetation —
may not generalize to arid regions
2. Line 25: Cloud masking uses QA60 band only —
misses thin cirrus clouds detectable in QA10
3. Line 38: Temporal aggregation over calendar year —
growing season definition varies by hemisphere
```

## assess_factuality_issue

对 extract_factuality_issues 发现的某个问题进行专家级评估。

**输入:** 问题描述 + 上下文

**预期输出:**
```
Assessment of Issue #1 (NDVI threshold = 0.3):

The threshold of 0.3 is widely cited in literature for temperate forests
(Tucker 1979, Myneni et al. 1997). However:

- In semi-arid regions (e.g. Sahel), NDVI rarely exceeds 0.2 even for
healthy vegetation
- In dense tropical forests, NDVI saturates above 0.7 and becomes
unreliable as a health indicator

Recommendation: Use region-specific thresholds or switch to EVI
(Enhanced Vegetation Index) which reduces saturation effects.
```
61 changes: 61 additions & 0 deletions docs/troubleshooting.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,61 @@
# 常见问题

## 启动时报 "ModuleNotFoundError: No module named 'eve_api'"

EVE-MCP 依赖 eve-api 子模块,需要单独拉取:

```bash
git submodule update --init --recursive
```

如果仍失败,手动安装:

```bash
cd lib/eve-api
pip install -e .
```

## 首次调用工具时超时

首次调用需要登录认证,可能耗时 5-10 秒。token 缓存后后续调用正常。

如果持续超时,检查:
1. 网络是否能访问 `api.eve-chat.chat`
2. `EVE_EMAIL` / `EVE_PASSWORD` 环境变量是否正确

## Poetry 安装慢或失败

Poetry 锁定 Python 版本为 3.11–3.14。如果用系统 Python 版本不匹配:

```bash
# 检查 Python 版本
python --version

# 如版本不对,用 conda 创建匹配环境
conda create -n eve python=3.12
conda activate eve
pip install poetry
poetry install
```

## Claude Code 中工具不显示

确认 settings.json 中 `mcpServers` 配置正确。查看 Claude Code 的 MCP 工具列表:

- Claude Code: 检查 `/mcp` 命令是否列出了 `eve` 服务器
- 如果未列出,重启 Claude Code 或检查 `command` 路径是否正确

## 不用 Poetry 怎么装

```bash
git clone --recurse-submodules https://github.com/FrontierDevelopmentLab/eve-mcp.git
cd eve-mcp
pip install -e lib/eve-api
pip install -e .
```

然后直接:

```bash
python -m eve_mcp.server
```