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Agent Skill · 研究检索

msgraph(msgraph 搜索)

msgraph 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

msgraph 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 14,878。

总安装 8,232周安装 350GitHub Stars 50下载 2,884核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:msgraph(msgraph 搜索)
来源仓库:https://github.com/merill/msgraph
仓库路径:skills/msgraph
安装命令:
npx skills add https://github.com/merill/msgraph --skill msgraph
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/merill/msgraph --skill msgraph

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

msgraph 用于查找、检索和筛选相关信息。适合根据关键词或任务场景快速定位候选结果。可在 Codex、Claude 等平台中使用,需结合原始文档验证。安装前建议确认权限范围和维护状态。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

msgraph 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/msgraph

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/merill/msgraph --skill msgraph;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

msgraph 怎么安装?

在终端执行 npx skills add https://github.com/merill/msgraph --skill msgraph。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

msgraph 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

msgraph 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

msgraph 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

msgraph 用的人多吗?

公开数据是累计安装 8,232 次,近一周安装 350 次,下载 2,884 次,GitHub 50 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

msgraph 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
msgraph

msgraph 搜索 · 本页

8,23250接触敏感数据未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Microsoft Graph Agent Skill

Search, look up, and call any of the 27,700+ Microsoft Graph APIs — all locally, no network calls needed. Use the three search commands to find the right endpoint, check permissions and parameters, then optionally execute calls directly or hand off to a Graph MCP server.

What's Included

The Microsoft Graph API has 27,700+ endpoints updated weekly — well past LLM training cutoffs. This skill bundles the complete API surface as local indexes that you search instantly with no network calls.

IndexCountWhat it contains
OpenAPI endpoints27,700+Path, method, summary, description, permission scopes
Endpoint docs6,200+Permissions (delegated/app), query parameters, required headers, default vs $select-only properties
Resource schemas4,200+All properties with types, supported $filter operators, default/select-only flags
Community samplesGrowingHand-verified queries mapping natural-language tasks to exact API calls

How to Run

The msgraph CLI is bundled with this skill. Run all commands through the launcher script in this skill's directory:

  • macOS / Linux: bash <path-to-this-skill>/scripts/run.sh <command> [args...]
  • Windows: powershell <path-to-this-skill>/scripts/run.ps1 <command> [args...]

For example, to search for mail-related APIs on macOS:

bash /home/user/.opencode/skills/msgraph/scripts/run.sh openapi-search --query "send mail"

In all examples below, msgraph is shorthand for the full launcher invocation.

Finding the Right API

This is the primary purpose of the skill. Follow this progressive lookup strategy — each level adds detail:

  1. Your own knowledge — try first for well-known endpoints (/me, /users, /groups).
  2. sample-search — curated, hand-verified samples. Highest quality. Use for common tasks and multi-step workflows.
  3. api-docs-search — per-endpoint permissions, supported query parameters, required headers, default vs $select-only properties, and resource property details with filter operators.
  4. openapi-search — full catalog of 27,700 Graph APIs. Use when you cannot find the endpoint any other way.
  5. Reference files — concept docs on query parameters, advanced queries, paging, batching, throttling, errors, and best practices. Read only when you need specific guidance.

This order is guidance — adapt based on the task. For example, jump straight to api-docs-search if you already know the endpoint but need its permissions.

sample-search

Search curated community samples that map natural-language tasks to exact Microsoft Graph API queries:

msgraph sample-search --query "conditional access policies"
msgraph sample-search --product entra
msgraph sample-search --query "managed devices" --product intune
FlagDescription
--queryFree-text search (searches intent and query fields)
--productFilter by product: entra, intune, exchange, teams, sharepoint, security, general
--limitMax results (default 10)

At least one of --query or --product is required. Results include multi-step workflows.

api-docs-search

Look up detailed documentation for a specific endpoint or resource type:

msgraph api-docs-search --endpoint /users --method GET
msgraph api-docs-search --resource user
msgraph api-docs-search --query "ConsistencyLevel"
FlagDescription
--endpointSearch by endpoint path (e.g. /users, /me/messages)
--resourceSearch by resource type name (e.g. user, group, message)
--methodFilter by HTTP method: GET, POST, PUT, PATCH
--queryFree-text search across all fields
--limitMax results (default 10)

At least one of --endpoint, --resource, or --query is required.

Endpoint results include: required permissions (delegated work/school, delegated personal, application), supported OData query parameters, required headers, default properties, and endpoint-specific notes.

Resource results include: all properties with types, supported $filter operators (eq, ne, startsWith, etc.), and whether each property is returned by default or requires $select.

openapi-search

Search the full OpenAPI catalog of 27,700 Microsoft Graph APIs:

msgraph openapi-search --query "send mail"
msgraph openapi-search --resource messages --method GET
FlagDescription
--queryFree-text search (searches path, summary, description)
--resourceFilter by resource name (e.g. users, groups, messages)
--methodFilter by HTTP method
--limitMax results (default 20)

At least one of --query, --resource, or --method is required.

Using with MCP Servers

If the agent has access to a Microsoft Graph MCP server (such as lokka.dev or any other Microsoft Graph MCP server), use the search tools above to find the right endpoint, permissions, and request syntax, then use the information with the MCP server for execution.

In this mode, no authentication through this skill is needed. The skill acts purely as a knowledge layer — the MCP server handles authentication and API execution.

Direct Microsoft Graph API Execution

When no Graph MCP server is available, this skill can authenticate to Microsoft 365 and execute Microsoft Graph API calls directly.

Authentication

The tool supports delegated (user) and app-only (application) authentication, auto-detected from environment variables.

Quick start:

msgraph auth status          # check if signed in
msgraph auth signin          # sign in (opens browser) - recommended
msgraph auth signin --device-code  # sign in via device code (headless)
msgraph auth signout         # clear the session
  • Delegated auth (default): Interactive browser sign-in, with device code fallback for headless environments. Supports incremental consent — on 403, the tool re-authenticates with required scopes and retries automatically.
  • App-only auth: Auto-detected when MSGRAPH_CLIENT_SECRET, MSGRAPH_CLIENT_CERTIFICATE_PATH, MSGRAPH_FEDERATED_TOKEN_FILE, or MSGRAPH_AUTH_METHOD=managed-identity is set. Requires MSGRAPH_TENANT_ID.

For detailed authentication configuration including certificates, managed identity, workload identity federation, and all environment variables, see references/docs/authentication.md.

Making Graph API Calls

IMPORTANT: Run msgraph auth status before the first graph-call in a session to verify authentication.

msgraph graph-call <METHOD> <URL> [flags]
Read Operations
msgraph graph-call GET /me
msgraph graph-call GET /users --select "displayName,mail" --top 10
msgraph graph-call GET /me/messages --filter "isRead eq false" --top 5 --select "subject,from,receivedDateTime"
msgraph graph-call GET /users --filter "startsWith(displayName,'John')"
Write Operations

IMPORTANT: YOU MUST ask the user for confirmation before any write operation. Write operations require the --allow-writes flag.

msgraph graph-call POST /me/sendMail --body '{"message":{"subject":"Hello","body":{"content":"Hi"},"toRecipients":[{"emailAddress":{"address":"user@example.com"}}]}}' --allow-writes
msgraph graph-call PATCH /me --body '{"jobTitle":"Engineer"}' --allow-writes

DELETE is always blocked regardless of flags.

graph-call Flags
FlagDescriptionExample
--selectOData $select--select "displayName,mail"
--filterOData $filter--filter "isRead eq false"
--topOData $top (limit results)--top 10
--expandOData $expand--expand "members"
--orderbyOData $orderby--orderby "displayName desc"
--api-versionv1.0 or beta (default: beta)--api-version v1.0
--scopesRequest additional permission scopes--scopes "Mail.Read"
--headersCustom HTTP headers--headers "ConsistencyLevel:eventual"
--bodyRequest body (JSON)--body '{"key":"value"}'
--outputjson (default) or raw--output raw
--allow-writesAllow POST/PUT/PATCH (requires user confirmation)

Critical Rules

Always (search and knowledge)

  1. Never guess or fabricate Microsoft Graph endpoints — always verify via search before calling. This skill exists because agents hallucinate endpoints; use it.
  2. Use the progressive lookup strategy — start with what you know, then sample-search, api-docs-search, openapi-search as needed.
  3. Use --select to reduce response size — only request fields you need.
  4. Use --top to limit results — avoid fetching thousands of records.
  5. ConsistencyLevel header is required for $count and $search on directory objects (users, groups, etc.). Use --headers "ConsistencyLevel:eventual".
  6. Default API version is beta — use --api-version v1.0 for production-stable endpoints.

When using direct execution (graph-call)

  1. Check auth status before the first graph-call in a session.
  2. GET is the default — no special flags needed.
  3. Write operations require --allow-writes — YOU MUST confirm with the user first.
  4. DELETE is always blocked — inform the user this is not supported.
  5. 403 triggers automatic re-auth — the tool requests additional scopes and retries (delegated auth only).
  6. All output is JSON — parse statusCode and body fields from the response.

Error Handling

StatusMeaningAction
401Token expiredRun msgraph auth signin again
403Insufficient permissionsTool auto-retries with incremental consent. If still fails, user needs admin consent.
404Resource not foundVerify the endpoint path
429Rate limitedWait for Retry-After duration, then retry

Environment Variables

VariableDescriptionDefault
MSGRAPH_CLIENT_IDCustom Entra ID app client IDMicrosoft Graph CLI Tools app
MSGRAPH_TENANT_IDTarget tenant ID (required for app-only)common
MSGRAPH_API_VERSIONDefault API versionbeta
MSGRAPH_INDEX_DB_PATHPath to OpenAPI index databaseAuto-detected
MSGRAPH_SAMPLES_DB_PATHPath to samples index databaseAuto-detected
MSGRAPH_API_DOCS_DB_PATHPath to API docs index databaseAuto-detected
MSGRAPH_NO_TOKEN_CACHEDisable persistent token cache (in-memory only)false

For the full list of authentication environment variables, see references/docs/authentication.md.

Compatibility

Search tools run fully offline with no network access required. Direct API execution requires network access to login.microsoftonline.com and graph.microsoft.com. A system browser is used for interactive auth; falls back to device code flow in headless environments.

Reference Files

Load these on demand when you need specific guidance. Do NOT load them preemptively.

FileWhen to ReadSize
references/REFERENCE.mdCommon resource paths, OData patterns, permission scopes~230 lines
references/docs/authentication.mdDetailed auth configuration: certificates, managed identity, workload identity, all env vars~200 lines
references/docs/query-parameters.mdOData $select, $filter, $expand, $top, $orderby, $search syntax and gotchas~300 lines
references/docs/advanced-queries.mdConsistencyLevel header, $count, $search, ne/not/endsWith on directory objects~190 lines
references/docs/paging.md@odata.nextLink pagination, server-side vs client-side paging~50 lines
references/docs/batching.md$batch endpoint, combining multiple requests, dependsOn sequencing~280 lines
references/docs/throttling.md429 handling, Retry-After, backoff strategy~90 lines
references/docs/errors.mdHTTP status codes, error response format, error codes~105 lines
references/docs/best-practices.md$select for performance, pagination, delta queries, batching~155 lines

平台分布

Codex

35.23%
按下载量换算1,016

Claude

30.34%
按下载量换算875

Cursor

18.62%
按下载量换算537

Gemini CLI

9.69%
按下载量换算279

安全审计

Gen Agent Trust Hub

可疑

Socket

通过

Snyk

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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