World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.
Description from the maker (original English)
Host-neutral MCP bridge for TypeSafe AI Jev judgments with typed review, routing, and gate tools.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
TYPESAFE_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"typesafe": {
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add typesafe --env TYPESAFE_API_KEY=your-value -- uvx typesafe-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"typesafe": {
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"typesafe": {
"type": "stdio",
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 10, 2026
The registry name was verified with the GitHub account Renwang-Huang, which owns the repo
Code last changed yesterday
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 2 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: TYPESAFE_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed yesterday, and the latest version (0.5.2) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: World Monitor, Claude Flow, Tldraw
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.