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)
Bounded planner-coder-reviewer workflows: status, verified run, and configured checks.
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。
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": {
"agenttrio": {
"command": "npx",
"args": [
"-y",
"@reneturcios/agenttrio",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add agenttrio -- npx -y @reneturcios/agenttrio mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agenttrio": {
"command": "npx",
"args": [
"-y",
"@reneturcios/agenttrio",
"mcp"
]
}
}
}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": {
"agenttrio": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@reneturcios/agenttrio",
"mcp"
]
}
}
}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。
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 CloudCorpRecords 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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
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(0.1.0)于4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 Node.js, Docker。
同一分类中有:Spec Driven Development, Remote Desktop Commander, yontu
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.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
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。
agenttrio runs bounded agent workflows made of three roles — a planner, a coder, and a separate read-only reviewer — against a local Ollama backend. It reports the workspace status, runs one task through the trio behind a host-enforced verification gate, and runs the workspace's configured checks. One binary serves a command-line interface and a stdio MCP server with exactly three tools.
Work is bounded by the operator config: model turns per role, coder → verification → reviewer cycles, total tool calls, and context size all have explicit budgets, and a run is only verified when the gate below passes — never on the model's say alone.
agenttrio reads an operator-reviewed TOML file. Passing --config explicitly approves loading that file; a workspace config.toml or .flow.toml is never auto-loaded. The only auto-loaded location is $XDG_CONFIG_HOME/flow/config.toml.
workspace_dir = "/absolute/path/to/workspace"
[ollama] base_url = "http://127.0.0.1:11434" model = "qwen2.5-coder:7b" timeout = 120
[models] planner = "qwen2.5-coder:7b" coder = "qwen2.5-coder:7b" reviewer = "qwen2.5-coder:7b"
[agent] max_iterations = 6 max_cycles = 2 max_tool_calls = 64 max_context_chars = 100000
[checks.test] cmd = ["npm", "test"] timeout = 60000 required = true kind = "test" filetypes = ["ts"]
Notes that matter:
timeout values are milliseconds; the Ollama timeout is seconds.--workspace overrides the config's workspace, and --model overrides every role's model.ollama.allow_remote = true.run and check require --trusted, which is what allows project edits and explicitly configured named checks.ollama serve and pull a tool-capable model (for example ollama pull qwen2.5-coder:7b) before expecting runs to work.npx @reneturcios/agenttrio status --config /path/to/operator.toml
Or run the container image:
docker run -i ghcr.io/cloudcorprecords/agenttrio
The container defaults to the MCP server (see below). Pass CLI arguments to use it as a CLI instead; mount your config and workspace into the container if you use it that way.
agenttrio status --config operator.toml
agenttrio run "Fix the failing parser test" --config operator.toml --trusted agenttrio check --config operator.toml --trusted agenttrio check test --config operator.toml --trusted
agenttrio --version
Reports print as JSON. Exit codes follow the documented scheme: 0 on success, 1 for a runtime failure (including an unverifiable run configuration), and 2 for usage errors. Arguments are validated before any configuration is read, so a malformed invocation is always a usage error.
A run is reported verified: true only when all of these hold:
"approved": true).If the gate fails, the cycle repeats (coder → checks → reviewer) up to max_cycles, and the final report says verified: false with a note naming which condition failed.
One bin serves both faces. The mcp subcommand starts a stdio MCP server (newline-delimited JSON-RPC):
npx -y @reneturcios/agenttrio mcp --config /path/to/operator.toml --trusted
MCP client configuration:
{
"mcpServers": { "agenttrio": { "command": "npx", "args": ["-y", "@reneturcios/agenttrio", "mcp", "--config", "/path/to/operator.toml", "--trusted"] } } }
Replies carry the report as a JSON text block plus structuredContent; failures are returned as isError results. The server is deliberately sequential.
The tool list is intentionally only these three tools.
| Tool | Input | What it returns |
|---|---|---|
flow_status | {} | The status report: workspace, Ollama reachability and available models, per-role models, agent budgets, and configured checks. |
flow_run | {"task": "..."} | The run report: planner/coder output, check results, reviewer decision, cycles used, and the verified gate verdict. |
flow_check | {} or {"name": "configured-name"} | The check report: every result for the checks that ran and whether they all passed. Omit name to run all configured checks. |
npm install
npm run build # tsc -> dist/ npm test # node test runner over test/*.test.ts, no network (fake executor/fetch/runner only) npm run dev # run the CLI from source via tsx
MIT — see LICENSE.