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Microsoft Copilot MCP GuideMicrosoft Copilot MCP 指南

Best MCP Servers for Microsoft Copilot: Data and Tool AccessMicrosoft Copilot 最佳 MCP Server:数据与工具接入指南

Compare MCP servers for Microsoft Copilot by capability fit, permissions, data quality, setup effort, and production reliability.

从能力匹配、权限、数据质量、配置成本和生产可靠性,对比适合 Microsoft Copilot 的 MCP Server。

AI assistant connected through a permission gateway to six enterprise data and tool zones
Treat each MCP connection as both a capability and a permission boundary.每条 MCP 连接既是一项能力,也是一条权限边界。

The short answer: choose by workflow, not popularity快速结论:按工作流选择,而不是按热度安装

For most Copilot Studio teams, start with Microsoft Learn MCP for current product guidance, Microsoft 365 or Microsoft Graph access for tenant context, GitHub MCP for engineering workflows, and QVeris MCP when the agent needs broader API-backed data tools. Add Azure, SQL, Dataverse, or Playwright only when a named use case and owner justify the extra permissions.

“Microsoft Copilot” covers several experiences. MCP is most directly relevant when you are extending an agent in Copilot Studio, Microsoft 365 Copilot, an agentic developer environment, or a custom solution. Availability, transport, authentication, and governance differ by host. Confirm compatibility in the official Copilot Studio MCP guidance before selecting a server.

对于大多数 Copilot Studio 团队,建议先接入 Microsoft Learn MCP 获取最新产品文档,用 Microsoft 365 或 Microsoft Graph 获取租户上下文,以 GitHub MCP 支持研发流程;当智能体需要更广泛的 API 数据工具时,再加入 QVeris MCP。Azure、SQL、Dataverse 或 Playwright 应在业务场景、负责人和权限范围明确后再启用。

“Microsoft Copilot”涵盖多个产品体验。MCP 最直接的应用场景,是扩展 Copilot Studio、Microsoft 365 Copilot、智能开发环境或自定义智能体。不同宿主对传输方式、身份验证和治理的要求并不相同,选择 Server 前应核对 Copilot Studio 官方 MCP 指南

#ServerBest for最适合Access surface访问范围Key caution关键注意事项
1Microsoft Learn MCPOfficial Microsoft documentation微软官方文档Public docs and code samples公开文档与代码示例Validate product/version context确认产品与版本上下文
2Microsoft 365 / Graph MCPTenant and work context租户与工作上下文Identity, files, mail, calendar身份、文件、邮件、日历Consent and least privilege同意机制与最小权限
3GitHub MCPRepositories and delivery代码仓库与交付Repos, issues, pull requests仓库、Issue、PRSeparate read from write读写权限分离
4QVeris MCPBroad current data tools广泛的实时数据工具Selected APIs and providers指定 API 与服务商Enable only required tools仅启用必要工具
5Azure MCPCloud resources and operations云资源与运维Azure services and subscriptionsAzure 服务与订阅Use scoped identities使用范围受限的身份
6SQL / Database MCPOperational analytics业务分析Schemas and query executionSchema 与查询执行Prefer read-only replicas优先使用只读副本
7Dataverse MCPBusiness app records业务应用记录Tables, rows, business actions表、记录与业务操作Respect row-level security遵守行级安全规则
8Playwright MCPBrowser verification浏览器验证Pages, forms, sessions页面、表单与会话Protect sessions and submissions保护会话与提交操作

8 best MCP servers for Microsoft Copilot, by use case按场景选择:8 个适合 Microsoft Copilot 的 MCP Server

1

Microsoft Learn MCP Server

Best first connection最适合作为首个连接

Microsoft Learn MCP is the safest high-value starting point when an agent answers questions about Azure, Microsoft 365, Power Platform, .NET, or other Microsoft products. It searches trusted, current documentation, retrieves full articles, and finds code samples through a remote streamable HTTP endpoint. Because it is primarily retrieval-oriented, its risk surface is narrower than servers that can modify tenant resources.

当智能体需要回答 Azure、Microsoft 365、Power Platform、.NET 等微软产品问题时,Microsoft Learn MCP 是价值高、风险相对低的起点。它通过远程 Streamable HTTP 端点检索最新官方文档、完整文章和代码示例。由于以读取为主,其风险面通常小于能够修改租户资源的 Server。

Strength优势Authoritative product knowledge权威产品知识
Transport传输Streamable HTTP
Official source官方资料Microsoft Learn
2

Microsoft 365 / Microsoft Graph MCP

Best for work context工作上下文首选

Use a Microsoft 365 or Graph-backed MCP server when Copilot needs identity, people, files, meetings, mail, calendars, or organizational data. This is the most natural enterprise context layer—but also the most sensitive. Choose delegated versus application permissions deliberately, scope consent to the exact workflow, and keep destructive actions behind confirmation.

当 Copilot 需要身份、人员、文件、会议、邮件、日历或组织数据时,可选择 Microsoft 365 或基于 Microsoft Graph 的 MCP Server。这是最自然的企业上下文层,同时也最敏感。应明确选择委托权限还是应用权限,将同意范围限定到具体工作流,并让破坏性操作始终经过确认。

Strength优势Native tenant context原生租户上下文
Risk风险Sensitive cross-app data跨应用敏感数据
Official source官方资料Microsoft Graph
3

GitHub MCP Server

Best for engineering workflows研发流程首选

GitHub MCP gives engineering-focused Copilot agents repository context and structured tools for issues, pull requests, code search, and delivery workflows. Start with read access to a limited repository set. Introduce issue edits, branch changes, merges, or workflow dispatch only after you have approval gates and audit logs.

GitHub MCP 为研发型 Copilot 智能体提供仓库上下文,以及 Issue、PR、代码搜索和交付流程工具。建议从少量仓库的只读权限开始;只有在审批门槛与审计日志完善后,才开放 Issue 编辑、分支修改、合并或工作流触发。

Strength优势Structured software context结构化软件上下文
Best practice最佳实践Repository allowlist仓库白名单
Official source官方资料GitHub
4

QVeris MCP

Best for broad data and tools综合数据与工具首选

QVeris is useful when the agent needs discoverable, API-backed capabilities beyond one SaaS product—for example current market, company, research, or operational data. Treat it as a controlled tool layer: select only the providers and operations the workflow needs, test output shape and freshness, and keep provenance visible in the final answer.

当智能体需要跨越单一 SaaS 产品、调用可发现的 API 能力时,QVeris 更有价值,例如获取市场、公司、研究或运营数据。应将其视为受控工具层:仅选择工作流需要的服务商和操作,验证输出结构与时效性,并在最终结果中保留数据来源。

Strength优势One discovery layer for many tools统一发现多种工具
5

Azure MCP Server

Azure MCP suits cloud inventory, diagnostics, resource discovery, and carefully bounded operations. It can turn natural-language requests into actions across Azure services, which makes identity design more important than prompt design. Prefer managed identities or narrowly scoped service principals, separate environments, and read-only diagnostics before write operations. Review its supported services and RBAC behavior in the official Azure MCP Server documentation.

Azure MCP 适合云资源盘点、诊断、资源发现和边界清晰的运维操作。它可以将自然语言请求转化为 Azure 服务操作,因此身份设计往往比提示词设计更重要。应优先使用托管身份或权限收敛的服务主体,隔离不同环境,并先开放只读诊断能力。可在 Azure MCP Server 官方文档中核对支持的服务与 RBAC 行为。

6

SQL / Database MCP Server

A database server lets Copilot inspect schemas and answer operational questions without exporting entire datasets into static knowledge bases. The production pattern is a dedicated read-only account, approved views, row limits, query timeouts, and a replica or analytics warehouse. Do not expose arbitrary write SQL to a general-purpose agent.

数据库 MCP Server 让 Copilot 可以检查 Schema、回答运营问题,而不必把整套数据导出到静态知识库。生产环境应采用专用只读账户、审核后的视图、行数限制、查询超时,以及只读副本或分析仓库。不要向通用智能体开放任意写 SQL。

7

Dataverse MCP Server

Dataverse is a strong fit for Copilot agents that work with Dynamics 365 and Power Platform records. It keeps business entities, relationships, and security roles close to the available actions. Microsoft currently documents the Dataverse MCP Server as a preview, so avoid hard-coded tool dependencies and do not treat it as production-ready without a separate review. Evaluate whether built-in Copilot Studio connectors already satisfy the workflow before adding MCP. See the official Dataverse MCP reference.

对于处理 Dynamics 365 与 Power Platform 记录的 Copilot 智能体,Dataverse 是自然选择。它让业务实体、关系和安全角色靠近可调用的业务操作。微软目前将 Dataverse MCP Server 标注为预览功能,因此不应硬编码依赖其工具名称,也不应在未经单独评审的情况下视为生产就绪。接入 MCP 前,还应确认 Copilot Studio 内置连接器是否已能满足需求。详情参见 Dataverse MCP 官方参考

8

Playwright MCP Server

Playwright MCP is valuable when a Copilot agent must verify a web experience, reproduce a support issue, or gather evidence from a browser. Use isolated profiles, restrict allowed origins, redact secrets, and require confirmation before form submission, purchase, publishing, deletion, or any irreversible action. The project explicitly notes that Playwright MCP is not itself a security boundary; review the official repository and configuration controls.

当 Copilot 智能体需要验证网页体验、复现支持问题或从浏览器收集证据时,Playwright MCP 很有用。应使用隔离的浏览器配置,限制允许访问的来源,隐藏敏感信息,并在提交表单、购买、发布、删除或其他不可逆操作前要求确认。该项目明确说明 Playwright MCP 本身并不是安全边界,接入前应查看其官方仓库与配置控制说明

How to choose the right MCP server如何选择合适的 MCP Server

1. Start with the decision1. 从决策开始

Name the decision or action the agent must improve. “Access company data” is too broad; “summarize open customer escalations before a meeting” is testable.先明确智能体要改善的决策或动作。“访问公司数据”过于宽泛,“会前汇总尚未解决的客户升级事项”才是可验证的目标。

2. Prefer authoritative sources2. 优先选择权威来源

Choose vendor-maintained or clearly governed servers. A registry listing is discovery, not a security review.优先选择由厂商维护或治理责任明确的 Server。被目录收录只代表可以被发现,并不等于已经通过安全审查。

3. Minimize the action surface3. 缩小可操作范围

Count exposed tools, credentials, tenants, repositories, tables, and write actions—not just server names.应统计暴露的工具、凭证、租户、仓库、数据表与写操作,而不只是 Server 数量。

4. Test failure behavior4. 测试异常与失败场景

Verify timeouts, stale schemas, revoked credentials, ambiguous prompts, empty results, and tool errors before production.上线前应测试超时、Schema 过期、凭证撤销、提示词歧义、空结果和工具调用错误。

Connect MCP to Copilot Studio safely如何安全地将 MCP 接入 Copilot Studio

  1. Confirm host support. Check that the Copilot experience supports the server’s transport and authentication method.确认宿主支持。 核对目标 Copilot 体验是否支持 Server 的传输与身份验证方式。
  2. Inventory tools and resources. Review dynamically exposed schemas before making them available to the agent.盘点工具与资源。 在交给智能体前,检查 Server 动态暴露的工具 Schema。
  3. Create a least-privilege identity. Avoid personal admin credentials and production-wide tokens.创建最小权限身份。 避免使用个人管理员凭证或覆盖整个生产环境的 Token。
  4. Separate read and write. Start with retrieval; add state-changing tools individually with confirmation.分离读写能力。 先开放读取,再逐项加入修改状态的工具,并设置确认步骤。
  5. Evaluate with real prompts. Test correct routing, grounding, citations, refusals, and recovery from tool failure.用真实提示词评估。 验证工具路由、事实依据、引用、拒绝行为以及工具失败后的恢复。
  6. Monitor and revoke. Log tool calls, review anomalous patterns, rotate credentials, and remove unused servers.持续监控与撤销。 记录工具调用,检查异常模式,轮换凭证,并移除不再使用的 Server。
Microsoft’s MCP server certification is currently documented as a preview. Treat certification as useful evidence—not a substitute for your own data protection, identity, and risk review.微软目前将 MCP Server 认证标注为预览功能。认证可以作为有价值的参考,但不能替代企业自身的数据保护、身份和风险评估。 Review the certification overview查看认证概览.

A production-ready reference architecture面向生产环境的参考架构

Put Copilot behind a policy layer rather than connecting it directly to every system. The agent should discover only approved tools; identity should be resolved per user or workload; a policy gateway should enforce tenant, resource, and action scope; sensitive writes should pause for human approval; and telemetry should record the selected tool, sanitized arguments, result status, latency, and identity. This makes failures diagnosable and access revocable.

不要让 Copilot 直接连接所有系统,而应在中间设置策略层。智能体只能发现已批准的工具;身份按用户或工作负载解析;策略网关负责限制租户、资源与操作范围;敏感写操作暂停等待人工批准;遥测记录所选工具、脱敏参数、结果状态、延迟和身份。这样才能让故障可诊断、权限可撤销。

  • A separate identity per environment and workload按环境和工作负载分离身份
  • Server and tool allowlists instead of unrestricted discovery使用 Server 与工具白名单,而非无限制发现
  • Read-only defaults with explicit approval for side effects默认只读,产生副作用的操作必须明确批准
  • Prompt-injection defenses for untrusted documents and web pages针对不可信文档和网页设置提示注入防护
  • Traceable outputs with citations or source identifiers输出保留引用或来源标识,确保可追溯

Common mistakes to avoid需要避免的常见错误

Installing a “top 20” bundle一次安装“Top 20”套装

More tools increase routing ambiguity, prompt-injection exposure, and credential sprawl.工具越多,路由歧义、提示注入风险和凭证扩散越严重。

Using production admin access直接使用生产管理员权限

A capable model does not make an oversized credential safe. Scope identity first.模型能力再强,也无法让超范围凭证变安全。应先约束身份权限。

Trusting tool descriptions blindly盲目信任工具描述

Inspect schemas and test behavior. Descriptions can be stale, incomplete, or malicious.必须检查 Schema 并测试真实行为,因为描述可能过时、不完整,甚至带有恶意。

Skipping business evaluation跳过业务评估

Measure task completion, factual grounding, operator review time, and failure severity—not demo appeal.应衡量任务完成率、事实依据、人工审核时间和失败严重度,而不是演示效果。

Frequently asked questions常见问题

Does Microsoft Copilot support MCP?Microsoft Copilot 支持 MCP 吗?

Microsoft documents MCP support in Copilot Studio and related agent experiences, but support varies by product, feature stage, transport, and authentication method. Confirm the exact host before implementation.微软已为 Copilot Studio 及相关智能体体验提供 MCP 文档,但不同产品、功能阶段、传输方式和身份验证方式的支持不同,实施前需确认具体宿主。

What is the best first MCP server for Copilot?Copilot 最适合先接入哪个 MCP Server?

Microsoft Learn MCP is a strong low-risk first connection for Microsoft product knowledge. For business workflows, choose the server that supplies the smallest authoritative dataset needed for one measurable task.如果目标是获取微软产品知识,Microsoft Learn MCP 是风险较低的起点。对于业务流程,应选择能够用最小权威数据集完成一个可衡量任务的 Server。

Are MCP servers safe for enterprise data?MCP Server 适合访问企业数据吗?

They can be, when identity, consent, data scope, tool permissions, approval gates, logging, and incident response are designed explicitly. MCP does not remove the need for ordinary enterprise security controls.可以,但前提是明确设计身份、同意、数据范围、工具权限、审批、日志和事件响应。MCP 并不会取代常规企业安全控制。

Should I use MCP or a Copilot Studio connector?应该使用 MCP,还是 Copilot Studio 连接器?

Use a built-in connector when it already provides the required governed action. Prefer MCP when dynamic tool discovery, a reusable server across hosts, or an existing MCP implementation materially reduces integration work.如果内置连接器已经提供所需且治理完善的操作,优先使用连接器。当动态工具发现、跨宿主复用 Server 或现有 MCP 实现能明显降低集成成本时,再选择 MCP。

Test the smallest useful tool stack从最小可用工具组合开始测试

Discover focused data tools, validate outputs in a sandbox, and add only the capabilities your Copilot workflow can govern.发现聚焦的数据工具,在沙盒中验证输出,只为 Copilot 工作流加入真正可治理的能力。