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)
VeriSwarm MCP Server — Trust infrastructure for AI agents via Model Context Protocol
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": {
"veriswarm": {
"command": "uvx",
"args": [
"veriswarm-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add veriswarm -- uvx veriswarm-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"veriswarm": {
"command": "uvx",
"args": [
"veriswarm-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": {
"veriswarm": {
"type": "stdio",
"command": "uvx",
"args": [
"veriswarm-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7日
注册名称已通过 GitHub 账户 veriswarm 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(0.6.0)于3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 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Georgia 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 for Georgian public data, read from the organizations that publish it.
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。
Official client libraries, MCP server, and plugins for VeriSwarm — trust infrastructure for AI agents.
| Package | Language | Install | Description |
|---|---|---|---|
| Python SDK | Python | pip install veriswarm | REST client with Workflows, credential issuance, scoring profiles, LangChain adapter |
| Node.js SDK | JavaScript | npm install @veriswarm/sdk | ESM client for decisions, events, Workflows, agent management |
| MCP Server | Python | pip install veriswarm-mcp | 102 MCP tools for trust scoring, Guard, Passport, Vault, Workflows, Compliance (OWASP/EU AI Act/NIST/ISO 42001), Cedar policies + ABAC attributes, SRE, context governance, and content provenance (EU AI Act Art. 50). Works with Claude Desktop, Cursor, and any MCP client. (approve_jit_grant and issue_jit_token are deliberately not exposed to the LLM — those actions live behind an authenticated session in the web UI.) |
| OpenClaw Plugin | TypeScript | openclaw plugins install veriswarm | 11 tools + 5 hooks for OpenClaw agents. Local secret redaction, PII tokenization, policy enforcement, Session Sentry, audit. Per-feature enable/disable. |
| GitHub Action | Python | GitHub Marketplace | CI/CD trust gate — check agent trust scores in your pipeline |
| JSON Schemas | JSON | npm install @veriswarm/schemas | Schema definitions for events, profiles, scores, and workflows |
The packages share setting names but not behaviour. "Redacted locally" means replaced in-process, before any network call; "fails closed" lists what blocks (or withholds) instead of passing data through when a check can't run.
| Package | Setting (default) | Redacted locally | Sent to the VeriSwarm API | Fails closed |
|---|---|---|---|---|
| Node SDK | secretsDetection (false) | When on, guardOutboundText() redacts provider-prefix secrets (ghp_, sk-, AKIA, …). When off it is a no-op. Other methods are not filtered | When on and a secret was found, the already-redacted text, for PII tokenization. Everything else you pass to a method is sent as-is | guardOutboundText() returns the locally redacted text if tokenization fails |
| Python SDK | secrets_detection (False) | Same as the Node SDK, via guard_outbound_text() | Same as the Node SDK | Same as the Node SDK |
| Python adapters (decorator, Claude Agent SDK, OpenAI Agents, CrewAI; LangChain handler) | guard_secrets (True), guard_pii (True). The LangChain handler always guards secrets, does no PII tokenization, and enforces decisions only with enforce=True | Secrets in string tool arguments (including strings nested in dict/list/tuple arguments), string tool output, error messages and audit events | The trust-decision check (tool name), and secret-redacted strings for PII tokenization; wrapped functions receive the tokenized arguments (strings, and strings inside dict/list/tuple arguments; other types pass unchanged) | Anything but an explicit allow decision (including review and API errors) blocks the call; an input PII-tokenization failure blocks it; output that can't be tokenized, or a secret check that errors, is replaced with [VS:REDACTED:guard_unavailable]. on_deny="log" turns decision blocking off (a non-allow decision or decision-check error is logged and the call runs); a PII-tokenization outage still blocks |
| MCP Guard hooks (Claude Code) | GUARD_SECRETS_DETECTION (off), GUARD_BLOCK_PROMPT_PII (on), GUARD_PII_FAIL_OPEN (off) | Always: secrets in prompts (the prompt is blocked), MCP tool arguments and MCP tool responses | With VERISWARM_API_KEY set: prompts (a prompt with a secret is blocked before this) and secret-redacted tool arguments/responses, for PII tokenization. With GUARD_SECRETS_DETECTION=1, tool-argument strings that contain a secret are sent unredacted first, for recoverable tokens | Secret checks block. A tool-argument PII scan that can't finish blocks the call (unless GUARD_PII_FAIL_OPEN=1); a tool-response scan that can't finish withholds the output. The prompt PII check fails open with a warning |
| OpenClaw plugin | secretsDetection (false), piiEnabled (true), failOpen (false) | Always: secrets in tool params and outbound messages (with secretsDetection on, these block / cancel instead). Tool results: secrets always, structured PII patterns when piiEnabled | Secret-redacted param strings and message text, for PII tokenization and Session Sentry | PII tokenization, Session Sentry and hook errors block / cancel / withhold unless failOpen; missing secret rules always block. With secretsDetection off, another plugin's approval request can drop the param rewrite, so the tool itself may receive the secret |
| GitHub Action | fail-on-pii, fail-on-injection, fail-on-deny, fail-on-ci-exfil (all true) | Nothing. Sensitive-named files (.env, keys, .git/) and files outside the workspace are skipped | Scanned file chunks (scan mode) and CI files/diffs (ci-exfil mode), as-is | An enabled gate fails on API errors or unexpected responses. The decision gate fails only on deny: a review decision passes CI, unlike the Python adapters |
Add to your MCP client config (Claude Desktop, Cursor, etc.):
{
"mcpServers": { "veriswarm": { "command": "python3", "args": ["-m", "veriswarm_mcp"], "env": { "VERISWARM_API_URL": "https://api.veriswarm.ai", "VERISWARM_API_KEY": "YOUR_API_KEY" } } } }
Or use the setup CLI:
pip install veriswarm-mcp
veriswarm-setup --platform claude --api-key YOUR_API_KEY
This installs the MCP server, Guard hooks (PII protection + activity logging), and Guard Proxy config.
from veriswarm import VeriSwarmClient
client = VeriSwarmClient("https://api.veriswarm.ai", "YOUR_API_KEY")
agent = client.register_agent({"slug": "my-agent", "display_name": "My Agent"})
result = client.check_decision(agent_id="agt_123", action_type="send_email") print(result["decision"]) # "allow", "review", or "deny"
client.ingest_event( event_id="evt_001", agent_id="agt_123", source_type="platform", event_type="task.completed", occurred_at="2026-04-01T00:00:00Z", payload={"task": "onboarding", "success": True} )
import { VeriSwarmClient } from '@veriswarm/sdk'
const client = new VeriSwarmClient({ baseUrl: 'https://api.veriswarm.ai', apiKey: 'YOUR_API_KEY' })
const result = await client.checkDecision({ agentId: 'agt_123', actionType: 'send_email' })
{
plugins: { entries: { veriswarm: { enabled: true, config: { apiKey: "YOUR_API_KEY", piiEnabled: true, policyEnabled: true, injectionScan: true, auditEnabled: true } } } } }
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Sign up at veriswarm.ai.
MIT