Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Dapr state, pub/sub, bindings, secrets, locks, crypto, conversation, actors, invocation as MCP tools
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
DAPR_GRPC_PORT, DAPR_API_TOKEN, DAPR_MCP_SERVER_LOG_LEVEL标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"dapr": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"DAPR_GRPC_PORT",
"-e",
"DAPR_API_TOKEN",
"-e",
"DAPR_MCP_SERVER_LOG_LEVEL",
"ghcr.io/dapr/dapr-mcp-server:v0.0.3",
"--http="
],
"env": {
"DAPR_GRPC_PORT": "your-value",
"DAPR_API_TOKEN": "your-value",
"DAPR_MCP_SERVER_LOG_LEVEL": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add dapr --env DAPR_GRPC_PORT=your-value --env DAPR_API_TOKEN=your-value --env DAPR_MCP_SERVER_LOG_LEVEL=your-value -- docker run -i --rm -e DAPR_GRPC_PORT -e DAPR_API_TOKEN -e DAPR_MCP_SERVER_LOG_LEVEL ghcr.io/dapr/dapr-mcp-server:v0.0.3 --http=运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"dapr": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"DAPR_GRPC_PORT",
"-e",
"DAPR_API_TOKEN",
"-e",
"DAPR_MCP_SERVER_LOG_LEVEL",
"ghcr.io/dapr/dapr-mcp-server:v0.0.3",
"--http="
],
"env": {
"DAPR_GRPC_PORT": "your-value",
"DAPR_API_TOKEN": "your-value",
"DAPR_MCP_SERVER_LOG_LEVEL": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"dapr": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"DAPR_GRPC_PORT",
"-e",
"DAPR_API_TOKEN",
"-e",
"DAPR_MCP_SERVER_LOG_LEVEL",
"ghcr.io/dapr/dapr-mcp-server:v0.0.3",
"--http="
],
"env": {
"DAPR_GRPC_PORT": "your-value",
"DAPR_API_TOKEN": "your-value",
"DAPR_MCP_SERVER_LOG_LEVEL": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
DAPR_MCP_SERVER_LOG_LEVEL env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过 GitHub 账户 dapr 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:DAPR_GRPC_PORT, DAPR_API_TOKEN
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.0.3)于23天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Docker。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Zoo MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
An MCP server that provides access to the Zoo API for various CAD operations and tools.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
A Model Context Protocol (MCP) server that exposes Dapr's building blocks as tools for AI agents.
dapr-mcp-server is a Go MCP server that fronts a Dapr sidecar and hands AI agents a curated set of tools over every Dapr building block: state, pub/sub, secrets, service invocation, actors, bindings, distributed locks, cryptography, and conversation components. Tools register dynamically from the live component set — if your deployment has no pub/sub broker, the pub/sub tools aren't exposed.
Two transports are supported: stdio for local IDE integrations (Claude Desktop, Cursor, VS Code, Claude Code) and streamable HTTP for remote or shared deployments. Every tool call is annotated with OpenTelemetry spans, metrics, and optional log export; requests can be gated by OIDC, SPIFFE, Dapr Sentry, or a hybrid of the three.
Full documentation lives at [docs.dapr.io / developing-ai / mcp](https://docs.dapr.io/developing-ai/mcp/dapr-mcp-server/).
Run the binary next to a Dapr sidecar with dapr run (install it from Install):
dapr init
dapr run --app-id dapr-mcp-server --resources-path resources -- dapr-mcp-server
dapr run --app-id dapr-mcp-server --resources-path resources -- dapr-mcp-server --http :8080
With --http, connect any MCP client to http://localhost:8080/. The container image is meant for Kubernetes, where the Dapr sidecar injector adds the sidecar through the dapr.io/enabled: "true" and dapr.io/app-id pod annotations. For the complete walk-through (components, auth, OTEL, verification), see the getting started guide.
| Method | Command |
|---|---|
| Container | docker pull ghcr.io/dapr/dapr-mcp-server:latest |
| Binary | Download from Releases and place on PATH |
| From source (Go 1.26.6+) | go install github.com/dapr/dapr-mcp-server/cmd/dapr-mcp-server@latest |
The server is listed in the official MCP Registry as io.github.dapr/dapr-mcp-server, so MCP clients that browse the registry can install it as a container.
The configuration guide has the full environment variable reference.
| Flag | Default | Purpose |
|---|---|---|
--http | unset (stdio) | Serve streamable HTTP on this address instead of stdin/stdout. Health probes are served on /livez, /readyz and /startupz. |
--health-check | false | Probe /livez of a running server and exit 0 if it answers 200, 1 otherwise. Used by the container HEALTHCHECK. |
--health-check-addr | from --http, else localhost:8080 | Address --health-check probes. A wildcard host such as 0.0.0.0 is probed as localhost. |
--version | false | Print the version and exit. |
Logs are written as JSON to stderr, so they never mix with the stdio transport on stdout. /readyz returns 503 while the Dapr sidecar is unreachable.
Settings specific to the HTTP transport:
| Environment variable | Default | Purpose |
|---|---|---|
DAPR_MCP_CORS_ORIGIN | unset (no CORS headers) | Origin allowed to call the server from a browser, for example https://app.example.com. Set it only when a browser-based MCP client on another origin needs access. |
| Page | Purpose |
|---|---|
| Overview | What the server is, architecture, capabilities, when to use it |
| Getting started | Install, configure components, run, verify |
| Tool reference | Schemas, inputs, outputs, and safety flags for every tool |
| Configuration | Environment variables, flags, and transport settings |
| Authentication | OIDC, SPIFFE, Dapr Sentry, hybrid mode |
| Observability | Traces, metrics, and logs |
AI coding agents contributing to this repo: see AGENTS.md. For human contributors: see CONTRIBUTING.md.
All tools, with links to their entries in the tool reference. Core tools are always registered; conditional tools register only when a matching Dapr component exists. The server follows components that Dapr hot-reloads: each time a client lists tools or calls get_components, it checks the sidecar, adds a building block's tools when its first component appears and removes them when its last one goes, and tells connected clients the tool list changed.
| Category | Tool | Registration | Notes |
|---|---|---|---|
| metadata | get_components | Core | Always call first |
| invoke | invoke_service | Core | Service-to-service HTTP invocation |
| actors | invoke_actor_method | Core | Virtual-actor method call |
| state | save_state | state.* | Idempotent save |
| state | get_state | state.* | Read-only |
| state | get_bulk_state | state.* | Read-only; several keys |
| state | delete_state | state.* | Destructive, idempotent |
| state | execute_transaction | state.* | Atomic batch |
| pubsub | publish_event | pubsub.* | Not idempotent |
| pubsub | publish_event_with_metadata | pubsub.* | Adds headers/TTL |
| bindings | invoke_output_binding | bindings.* | External-system I/O |
| secrets | get_secret | secretstores.* | Single secret |
| secrets | get_bulk_secrets | secretstores.* | High-risk; bulk fetch |
| conversation | converse_with_llm | conversation.* | Delegate to a downstream LLM |
| crypto | encrypt_data | crypto.* | RSA encrypt |
| crypto | decrypt_data | crypto.* | RSA decrypt |
| lock | acquire_lock | lock.* | Distributed mutex |
| lock | release_lock | lock.* | Pair with acquire_lock |
go build -o dapr-mcp-server ./cmd/dapr-mcp-server
go test -race ./... golangci-lint run ./...
See AGENTS.md for the full contributor / AI-agent playbook (build commands, tool-addition pattern, testing strategy, DCO flow).
Contributions welcome — open issues via the issue templates, sign your commits per the DCO, and follow the pull request template. See CONTRIBUTING.md for the full workflow.
Security issues: do not open a public issue — follow the Dapr security disclosure process instead.
Apache 2.0 — see LICENSE.