World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.
作者提供的说明(英文原文)
Host-neutral MCP bridge for TypeSafe AI Jev judgments with typed review, routing, and gate tools.
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。
通过 2/2 项检查 · 在你的电脑上运行
第一步:你用哪个 AI?
选择你用的应用,步骤会显示在下方。
可连接 Claude,但需要先准备
需要 TypeSafe MCP 的密钥(在开发者网站注册,可能收费) · 需要先在电脑上安装 Python (uv)(只需一次) · 仅限电脑上的 Claude 应用(Windows 或 Mac),网页和手机不可用
SettingsDeveloperEdit Config
{
"mcpServers": {
"typesafe": {
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_API_KEY": "your-value"
}
}
}
}只把密钥粘贴到应用的输入框里,不要粘贴到聊天中或发给任何人
用 TypeSafe MCP 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude 说正在使用 TypeSafe MCP,或回答中出现 TypeSafe MCP 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
ChatGPT 暂时无法连接 TypeSafe MCP
TypeSafe MCP 需要安装在你的电脑上,而 ChatGPT 只能连接在网上运行的服务器
A · 使用能连接 TypeSafe MCP 的应用
B · 其他 类中能连接 ChatGPT 的其他服务器
从同类中使用较多的里挑选,仅限用地址即可连接、无需密钥的
可连接 Claude Code,但需要先准备
需要 TypeSafe MCP 的密钥(在开发者网站注册,可能收费) · 需要先在电脑上安装 Python (uv)(只需一次)
Mac:按 Command+空格,输入 Terminal · Windows:打开 PowerShell
claude mcp add typesafe --env TYPESAFE_API_KEY=your-value -- uvx typesafe-mcp按 Enter 前,把“your-value”改成你的密钥
只把密钥粘贴到应用的输入框里,不要粘贴到聊天中或发给任何人
应能看到 TypeSafe MCP 在列表中并显示已连接
用 TypeSafe MCP 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude Code 说正在使用 TypeSafe MCP,或回答中出现 TypeSafe MCP 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Cursor,但需要先准备
需要 TypeSafe MCP 的密钥(在开发者网站注册,可能收费) · 需要先在电脑上安装 Python (uv)(只需一次)
在 TypeSafe MCP 的设置中,TYPESAFE_API_KEY 还是空的,填入你的密钥并保存
只把密钥粘贴到应用的输入框里,不要粘贴到聊天中或发给任何人
用 TypeSafe MCP 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Cursor 说正在使用 TypeSafe MCP,或回答中出现 TypeSafe MCP 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同
可连接 VS Code,但需要先准备
需要 TypeSafe MCP 的密钥(在开发者网站注册,可能收费) · 需要先在电脑上安装 Python (uv)(只需一次)
在 TypeSafe MCP 的设置中,TYPESAFE_API_KEY 还是空的,填入你的密钥并保存
只把密钥粘贴到应用的输入框里,不要粘贴到聊天中或发给任何人
用 TypeSafe MCP 告诉我你能帮我做什么,然后做一件给我看✓ 如果 VS Code 说正在使用 TypeSafe MCP,或回答中出现 TypeSafe MCP 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同
Claude Code
claude mcp add typesafe --env TYPESAFE_API_KEY=your-value -- uvx typesafe-mcpClaude Desktop (claude_desktop_config.json)
{
"mcpServers": {
"typesafe": {
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_API_KEY": "your-value"
}
}
}
}Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"typesafe": {
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_API_KEY": "your-value"
}
}
}
}VS Code (mcp.json)
{
"servers": {
"typesafe": {
"type": "stdio",
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_API_KEY": "your-value"
}
}
}
}TYPESAFE_API_KEY 机密 必填 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。
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
在你的电脑上运行,适用于
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
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11日
注册名称已通过 GitHub 账户 Renwang-Huang 验证,该账户拥有此仓库
代码最后更新于前天
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
提问、分享技巧或报告无法使用。按“有帮助”数量排序。
还没有评价
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 2 项适用的基础检查中通过了 2 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:TYPESAFE_API_KEY
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 仓库最后更新于前天,最新版本(0.5.2)于2个月前进入注册中心。
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:World Monitor, Claude Flow, Tldraw
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
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。
Typed decision tools for AI agents.
Classify · Score · Verify · Gate · Route · Review
MCP-native · Powered by TypeSafe Jev
Quick start · Why Arbitype? · Tools · Benchmarks · Documentation
Arbitype is an MCP-native typed decision layer for AI agents, powered by TypeSafe Jev. It turns probabilistic judgments into structured decision primitives that an agent or program can consume directly.
Arbitype is available on PyPI and the official MCP Registry.
[!NOTE]
Arbitype is an independent open-source project. It is not an official
TypeSafe AI product or an official integration for any particular agent host.
The fastest way to connect an MCP host is a local STDIO server launched by uvx:
export TYPESAFE_API_KEY="your-key"
uvx arbitype
For a pinned, reproducible launch:
uvx --from 'arbitype==0.7.0' arbitype
Or install the package into the current environment:
python -m pip install arbitype
arbitype
The API key stays in the process environment. It is not an MCP argument and is never printed to standard output.
Inspect detected hosts before writing anything:
arbitype setup --detect --dry-run
Then apply a reviewed plan:
arbitype setup codex
arbitype doctor --json
The setup flow is plan → unified diff → confirmation → backup → apply. Use claude, cursor, or vscode in place of codex. Detailed host formats, secret forwarding, --yes, --remove, ownership, and non-interactive behavior are documented in docs/HOST_SETUP.md.
At minimum, set TYPESAFE_API_KEY. To select a model explicitly:
export TYPESAFE_API_KEY="your-key"
export TYPESAFE_MODEL="jev-latest"
See the full configuration reference for endpoints, timeouts, retries, and request/response limits.
arbitype is the canonical distribution, Python package, and CLI. Existing TypeSafe MCP users should migrate to Arbitype; see docs/REGISTRY_MIGRATION.md.
For the safe migration from the historical distribution:
python -m pip uninstall typesafe-mcp
python -m pip install arbitype
| Surface | Canonical | Legacy compatibility |
|---|---|---|
| PyPI / CLI | arbitype | typesafe-mcp, typesafe-codex-mcp |
| Python imports | arbitype | typesafe_mcp, typesafe_codex_mcp |
| MCP tools | route, review | codex_route, codex_review |
Arbitype is designed around contracts and bounded decisions rather than free-form prose:
| Principle | What it means |
|---|---|
| Contract-first | Requests and provider responses are validated before they reach the agent. |
| Safe by default | Credentials stay out of MCP tool arguments and generated host configuration. |
| Agent-oriented | Purpose-built classify, verify, gate, route, review, and score primitives. |
| Portable | Zero third-party runtime dependencies and standard MCP STDIO. |
| Measured | Public tool-selection and decision-stability evaluation assets. |
The decision flow is:
free-form state
↓ TypeSafe Jev ↓ probabilistic judgment ↓ Arbitype ↓ typed decision + probability ↓ agent / code branch
Start with one of the small, runnable fixtures:
| Scenario | Tool | What it demonstrates |
|---|---|---|
| Support routing | route | Choose one next action without executing it. |
| PR verification | verify | Check several claims independently. |
| Release review | review / gate | Separate holistic review from thresholded checks. |
| Agent next step | route | Keep the next workflow action bounded. |
The example outputs are illustrative fixtures. They are not live model results, accuracy claims, or authorization decisions.
Arbitype advertises nine read-only, idempotent MCP tools:
| Tool | Use when | Result |
|---|---|---|
| evaluate | You need a custom typed Jev question set. | Raw typed Jev response. |
| classify | You need one choice from unordered labels. | Choice and probability distribution. |
| score | You need one ordered rating or level. | Weighted score and distribution. |
| check | You need a probability for one bounded criterion. | Noul yes/no probability. |
| verify | You need several named claims checked independently. | Noul answer per claim. |
| gate | You need checks and thresholds transformed into a signal. | pass, review, or fail. |
| route | You need one suggested next action. | One action; no action execution. |
| review | You need a holistic quality or risk assessment. | Review decision and evidence. |
| health | You need local diagnostics or an explicit live check. | Configuration and optional provider health. |
| Need | Use | Do not substitute |
|---|---|---|
| One unordered label | classify | route, which selects an action |
| One ordered rating | score | classify, which has no order |
| One bounded proposition | check | verify, which handles multiple claims |
| Several named claims | verify | review, which assesses a whole object |
| Checks plus thresholds | gate | review, which is holistic |
| One next action | route | classify, which returns a category |
| Whole diff, plan, release, or report | review | verify, which answers claim by claim |
Tool descriptions also state USE WHEN and DO NOT USE WHEN boundaries so hosts can select a primitive without hidden prompt conventions.
Probabilities and confidence are model signals, not proof. gate and review are advisory decision transformations, not authorization systems, security boundaries, or approval engines.
flowchart LR
host["AI Agent / MCP Host Codex · Claude · Cursor · VS Code"] arbitype["Arbitype Typed decision tools"] jev["TypeSafe Jev System One Model"] env["TYPESAFE_API_KEY process environment"]
host -->|MCP| arbitype arbitype -->|validated HTTPS| jev jev -->|typed probabilistic judgment| arbitype arbitype -->|structured decision| host env -. credential .-> arbitype
The public product is Arbitype; TypeSafe Jev is the current provider. Provider configuration intentionally keeps the TYPESAFE_* names because the credential and endpoint belong to TypeSafe.
Recorded on the public 120-case Jev-mediated tool-selection evaluation:
| Metric | Result |
|---|---|
| Tool-selection accuracy | 96.67% |
| Invalid-tool rate | 0% |
| Schema-valid rate | 100% |
This is a Jev-mediated evaluation over Arbitype's advertised MCP tool catalog. It is not a Codex, Claude, or Cursor host benchmark and is not a general model-performance guarantee.
Details and reproducible assets:
Arbitype is a local MCP adapter and typed decision layer. It is not:
It does not execute actions suggested by route, edit files, run shell commands, or treat model probabilities as proof. Read SECURITY.md before using live credentials.
The test suite uses local fakes and does not need an API key:
python3 -m unittest discover -s tests -v
python3 -m compileall -q . make check make release-check
The official MCP Python SDK interoperability smoke test is in scripts/official_sdk_smoke.py. A live Jev check is opt-in and paid:
TYPESAFE_API_KEY="your-key" arbitype doctor --live
Normal CI does not call the provider or run paid benchmarks.