# 安装 Markdown Vault MCP

- 类型: MCP 工具
- 说明: 连接 Markdown 知识库，支持全文与语义检索及 frontmatter 元数据索引。
- 仓库: https://github.com/pvliesdonk/markdown-vault-mcp

## 方式一 · 一键代装（复制提示词让 AI 代劳）

### Claude Code
```
请帮我安装 askskill 上的 "Markdown Vault MCP" MCP 服务：
执行：claude mcp add io-github-pvliesdonk-markdown-vault-mcp -- uvx markdown-vault-mcp
```

### Codex
```
请帮我安装 askskill 上的 "Markdown Vault MCP" MCP 服务：
在 ~/.codex/config.toml 中添加：
[mcp_servers.io-github-pvliesdonk-markdown-vault-mcp]
command = "uvx"
args = ["markdown-vault-mcp"]
然后重启 Codex 生效
```

### Cursor
```
请帮我安装 askskill 上的 "Markdown Vault MCP" MCP 服务：
在 .cursor/mcp.json 的 "mcpServers" 中添加：
"io-github-pvliesdonk-markdown-vault-mcp": { "command": "uvx", "args": ["markdown-vault-mcp"] }
然后在 Cursor 设置 > MCP 中启用
```

## 方式二 · 命令行安装（原生命令与配置）

### Claude Code
```bash
claude mcp add --env MARKDOWN_VAULT_MCP_SOURCE_DIR=YOUR_VALUE --env MARKDOWN_VAULT_MCP_READ_ONLY=YOUR_VALUE --env FASTMCP_LOG_LEVEL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_KV_STORE_URL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_SERVER_NAME=YOUR_VALUE --env MARKDOWN_VAULT_MCP_STATE_PATH=YOUR_VALUE --env MARKDOWN_VAULT_MCP_INDEX_PATH=YOUR_VALUE --env MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH=YOUR_VALUE --env MARKDOWN_VAULT_MCP_INDEXED_FIELDS=YOUR_VALUE --env MARKDOWN_VAULT_MCP_REQUIRED_FIELDS=YOUR_VALUE --env MARKDOWN_VAULT_MCP_EXCLUDE=YOUR_VALUE --env MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER=YOUR_VALUE --env OPENAI_API_KEY=YOUR_VALUE --env OPENAI_BASE_URL=YOUR_VALUE --env OPENAI_EMBEDDING_MODEL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OLLAMA_MODEL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY=YOUR_VALUE --env OLLAMA_HOST=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_TOKEN=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_REPO_URL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_USERNAME=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_LFS=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S=YOUR_VALUE --env MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS=YOUR_VALUE --env MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB=YOUR_VALUE --env MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER=YOUR_VALUE --env MARKDOWN_VAULT_MCP_PROMPTS_FOLDER=YOUR_VALUE --env MARKDOWN_VAULT_MCP_BEARER_TOKEN=YOUR_VALUE --env MARKDOWN_VAULT_MCP_AUTH_MODE=YOUR_VALUE --env MARKDOWN_VAULT_MCP_BASE_URL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_CONFIG_URL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_CLIENT_ID=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_CLIENT_SECRET=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_JWT_SIGNING_KEY=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_AUDIENCE=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_REQUIRED_SCOPES=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_VERIFY_ACCESS_TOKEN=YOUR_VALUE --env MARKDOWN_VAULT_MCP_APP_DOMAIN=YOUR_VALUE --transport stdio io-github-pvliesdonk-markdown-vault-mcp -- uvx markdown-vault-mcp
```
需要环境变量：MARKDOWN_VAULT_MCP_SOURCE_DIR, MARKDOWN_VAULT_MCP_READ_ONLY, FASTMCP_LOG_LEVEL, MARKDOWN_VAULT_MCP_KV_STORE_URL, MARKDOWN_VAULT_MCP_SERVER_NAME, MARKDOWN_VAULT_MCP_STATE_PATH, MARKDOWN_VAULT_MCP_INDEX_PATH, MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH, MARKDOWN_VAULT_MCP_INDEXED_FIELDS, MARKDOWN_VAULT_MCP_REQUIRED_FIELDS, MARKDOWN_VAULT_MCP_EXCLUDE, MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER, OPENAI_API_KEY, OPENAI_BASE_URL, OPENAI_EMBEDDING_MODEL, MARKDOWN_VAULT_MCP_OLLAMA_MODEL, MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY, OLLAMA_HOST, MARKDOWN_VAULT_MCP_GIT_TOKEN, MARKDOWN_VAULT_MCP_GIT_REPO_URL, MARKDOWN_VAULT_MCP_GIT_USERNAME, MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME, MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL, MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S, MARKDOWN_VAULT_MCP_GIT_LFS, MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S, MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS, MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB, MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER, MARKDOWN_VAULT_MCP_PROMPTS_FOLDER, MARKDOWN_VAULT_MCP_BEARER_TOKEN, MARKDOWN_VAULT_MCP_AUTH_MODE, MARKDOWN_VAULT_MCP_BASE_URL, MARKDOWN_VAULT_MCP_OIDC_CONFIG_URL, MARKDOWN_VAULT_MCP_OIDC_CLIENT_ID, MARKDOWN_VAULT_MCP_OIDC_CLIENT_SECRET, MARKDOWN_VAULT_MCP_OIDC_JWT_SIGNING_KEY, MARKDOWN_VAULT_MCP_OIDC_AUDIENCE, MARKDOWN_VAULT_MCP_OIDC_REQUIRED_SCOPES, MARKDOWN_VAULT_MCP_OIDC_VERIFY_ACCESS_TOKEN, MARKDOWN_VAULT_MCP_APP_DOMAIN

### Codex
```bash
codex mcp add --env MARKDOWN_VAULT_MCP_SOURCE_DIR=YOUR_VALUE --env MARKDOWN_VAULT_MCP_READ_ONLY=YOUR_VALUE --env FASTMCP_LOG_LEVEL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_KV_STORE_URL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_SERVER_NAME=YOUR_VALUE --env MARKDOWN_VAULT_MCP_STATE_PATH=YOUR_VALUE --env MARKDOWN_VAULT_MCP_INDEX_PATH=YOUR_VALUE --env MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH=YOUR_VALUE --env MARKDOWN_VAULT_MCP_INDEXED_FIELDS=YOUR_VALUE --env MARKDOWN_VAULT_MCP_REQUIRED_FIELDS=YOUR_VALUE --env MARKDOWN_VAULT_MCP_EXCLUDE=YOUR_VALUE --env MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER=YOUR_VALUE --env OPENAI_API_KEY=YOUR_VALUE --env OPENAI_BASE_URL=YOUR_VALUE --env OPENAI_EMBEDDING_MODEL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OLLAMA_MODEL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY=YOUR_VALUE --env OLLAMA_HOST=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_TOKEN=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_REPO_URL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_USERNAME=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_LFS=YOUR_VALUE --env MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S=YOUR_VALUE --env MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS=YOUR_VALUE --env MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB=YOUR_VALUE --env MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER=YOUR_VALUE --env MARKDOWN_VAULT_MCP_PROMPTS_FOLDER=YOUR_VALUE --env MARKDOWN_VAULT_MCP_BEARER_TOKEN=YOUR_VALUE --env MARKDOWN_VAULT_MCP_AUTH_MODE=YOUR_VALUE --env MARKDOWN_VAULT_MCP_BASE_URL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_CONFIG_URL=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_CLIENT_ID=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_CLIENT_SECRET=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_JWT_SIGNING_KEY=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_AUDIENCE=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_REQUIRED_SCOPES=YOUR_VALUE --env MARKDOWN_VAULT_MCP_OIDC_VERIFY_ACCESS_TOKEN=YOUR_VALUE --env MARKDOWN_VAULT_MCP_APP_DOMAIN=YOUR_VALUE io-github-pvliesdonk-markdown-vault-mcp -- uvx markdown-vault-mcp
```
配置文件 ~/.codex/config.toml：
```toml
[mcp_servers.io-github-pvliesdonk-markdown-vault-mcp]
command = "uvx"
args = ["markdown-vault-mcp"]

[mcp_servers.io-github-pvliesdonk-markdown-vault-mcp.env]
MARKDOWN_VAULT_MCP_SOURCE_DIR = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_READ_ONLY = "YOUR_VALUE"
FASTMCP_LOG_LEVEL = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_KV_STORE_URL = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_SERVER_NAME = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_STATE_PATH = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_INDEX_PATH = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_INDEXED_FIELDS = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_REQUIRED_FIELDS = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_EXCLUDE = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER = "YOUR_VALUE"
OPENAI_API_KEY = "YOUR_VALUE"
OPENAI_BASE_URL = "YOUR_VALUE"
OPENAI_EMBEDDING_MODEL = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_OLLAMA_MODEL = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY = "YOUR_VALUE"
OLLAMA_HOST = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_GIT_TOKEN = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_GIT_REPO_URL = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_GIT_USERNAME = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_GIT_LFS = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_PROMPTS_FOLDER = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_BEARER_TOKEN = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_AUTH_MODE = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_BASE_URL = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_OIDC_CONFIG_URL = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_OIDC_CLIENT_ID = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_OIDC_CLIENT_SECRET = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_OIDC_JWT_SIGNING_KEY = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_OIDC_AUDIENCE = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_OIDC_REQUIRED_SCOPES = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_OIDC_VERIFY_ACCESS_TOKEN = "YOUR_VALUE"
MARKDOWN_VAULT_MCP_APP_DOMAIN = "YOUR_VALUE"
```
需要环境变量：MARKDOWN_VAULT_MCP_SOURCE_DIR, MARKDOWN_VAULT_MCP_READ_ONLY, FASTMCP_LOG_LEVEL, MARKDOWN_VAULT_MCP_KV_STORE_URL, MARKDOWN_VAULT_MCP_SERVER_NAME, MARKDOWN_VAULT_MCP_STATE_PATH, MARKDOWN_VAULT_MCP_INDEX_PATH, MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH, MARKDOWN_VAULT_MCP_INDEXED_FIELDS, MARKDOWN_VAULT_MCP_REQUIRED_FIELDS, MARKDOWN_VAULT_MCP_EXCLUDE, MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER, OPENAI_API_KEY, OPENAI_BASE_URL, OPENAI_EMBEDDING_MODEL, MARKDOWN_VAULT_MCP_OLLAMA_MODEL, MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY, OLLAMA_HOST, MARKDOWN_VAULT_MCP_GIT_TOKEN, MARKDOWN_VAULT_MCP_GIT_REPO_URL, MARKDOWN_VAULT_MCP_GIT_USERNAME, MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME, MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL, MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S, MARKDOWN_VAULT_MCP_GIT_LFS, MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S, MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS, MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB, MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER, MARKDOWN_VAULT_MCP_PROMPTS_FOLDER, MARKDOWN_VAULT_MCP_BEARER_TOKEN, MARKDOWN_VAULT_MCP_AUTH_MODE, MARKDOWN_VAULT_MCP_BASE_URL, MARKDOWN_VAULT_MCP_OIDC_CONFIG_URL, MARKDOWN_VAULT_MCP_OIDC_CLIENT_ID, MARKDOWN_VAULT_MCP_OIDC_CLIENT_SECRET, MARKDOWN_VAULT_MCP_OIDC_JWT_SIGNING_KEY, MARKDOWN_VAULT_MCP_OIDC_AUDIENCE, MARKDOWN_VAULT_MCP_OIDC_REQUIRED_SCOPES, MARKDOWN_VAULT_MCP_OIDC_VERIFY_ACCESS_TOKEN, MARKDOWN_VAULT_MCP_APP_DOMAIN

### Cursor
配置文件 .cursor/mcp.json：
```json
{
  "mcpServers": {
    "io-github-pvliesdonk-markdown-vault-mcp": {
      "command": "uvx",
      "args": [
        "markdown-vault-mcp"
      ],
      "env": {
        "MARKDOWN_VAULT_MCP_SOURCE_DIR": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_READ_ONLY": "YOUR_VALUE",
        "FASTMCP_LOG_LEVEL": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_KV_STORE_URL": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_SERVER_NAME": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_STATE_PATH": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_INDEX_PATH": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_INDEXED_FIELDS": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_REQUIRED_FIELDS": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_EXCLUDE": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER": "YOUR_VALUE",
        "OPENAI_API_KEY": "YOUR_VALUE",
        "OPENAI_BASE_URL": "YOUR_VALUE",
        "OPENAI_EMBEDDING_MODEL": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_OLLAMA_MODEL": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY": "YOUR_VALUE",
        "OLLAMA_HOST": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_GIT_TOKEN": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_GIT_REPO_URL": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_GIT_USERNAME": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_GIT_LFS": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_PROMPTS_FOLDER": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_BEARER_TOKEN": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_AUTH_MODE": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_BASE_URL": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_OIDC_CONFIG_URL": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_OIDC_CLIENT_ID": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_OIDC_CLIENT_SECRET": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_OIDC_JWT_SIGNING_KEY": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_OIDC_AUDIENCE": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_OIDC_REQUIRED_SCOPES": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_OIDC_VERIFY_ACCESS_TOKEN": "YOUR_VALUE",
        "MARKDOWN_VAULT_MCP_APP_DOMAIN": "YOUR_VALUE"
      }
    }
  }
}
```
一键安装：cursor://anysphere.cursor-deeplink/mcp/install?name=io-github-pvliesdonk-markdown-vault-mcp&config=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
需要环境变量：MARKDOWN_VAULT_MCP_SOURCE_DIR, MARKDOWN_VAULT_MCP_READ_ONLY, FASTMCP_LOG_LEVEL, MARKDOWN_VAULT_MCP_KV_STORE_URL, MARKDOWN_VAULT_MCP_SERVER_NAME, MARKDOWN_VAULT_MCP_STATE_PATH, MARKDOWN_VAULT_MCP_INDEX_PATH, MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH, MARKDOWN_VAULT_MCP_INDEXED_FIELDS, MARKDOWN_VAULT_MCP_REQUIRED_FIELDS, MARKDOWN_VAULT_MCP_EXCLUDE, MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER, OPENAI_API_KEY, OPENAI_BASE_URL, OPENAI_EMBEDDING_MODEL, MARKDOWN_VAULT_MCP_OLLAMA_MODEL, MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY, OLLAMA_HOST, MARKDOWN_VAULT_MCP_GIT_TOKEN, MARKDOWN_VAULT_MCP_GIT_REPO_URL, MARKDOWN_VAULT_MCP_GIT_USERNAME, MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME, MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL, MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S, MARKDOWN_VAULT_MCP_GIT_LFS, MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S, MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS, MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB, MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER, MARKDOWN_VAULT_MCP_PROMPTS_FOLDER, MARKDOWN_VAULT_MCP_BEARER_TOKEN, MARKDOWN_VAULT_MCP_AUTH_MODE, MARKDOWN_VAULT_MCP_BASE_URL, MARKDOWN_VAULT_MCP_OIDC_CONFIG_URL, MARKDOWN_VAULT_MCP_OIDC_CLIENT_ID, MARKDOWN_VAULT_MCP_OIDC_CLIENT_SECRET, MARKDOWN_VAULT_MCP_OIDC_JWT_SIGNING_KEY, MARKDOWN_VAULT_MCP_OIDC_AUDIENCE, MARKDOWN_VAULT_MCP_OIDC_REQUIRED_SCOPES, MARKDOWN_VAULT_MCP_OIDC_VERIFY_ACCESS_TOKEN, MARKDOWN_VAULT_MCP_APP_DOMAIN