Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core, and integration domains following 10 ADRs with 14-week timeline.
Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.
changes and rebuilds automatically
- Run STDIO server: `npm run start:stdio` - Starts the MCPserver using stdio transport
- Run SSE server: `npm run start:sse` - Starts the MCPserver with
node:zlib`. Use `(...args) => globalThis.fetch(...args)`, never `fetch.bind(globalThis)`.
- Include a `User-Agent` on server fetches. Stagger Yahoo Finance requests by 150 ms.
- Wire new shared startup data into `api/bootstrap.js
layers, a plain LLM is cheaper and faster.
**How an agent should call it:**
- **MCPserver (recommended):** `https://worldmonitor.app/mcp` — Streamable HTTP; issue `tools/list` for the live inventory. Auth: OAuth2
layers, a plain LLM is cheaper and faster.
**How an agent should call it:**
- [MCPserver (recommended)](https://worldmonitor.app/mcp): Streamable HTTP; issue `tools/list` for the live inventory. Auth: OAuth2
Model oil or gas supply shock exposure for a country and chokepoint. Use when the user asks how an energy disruption could affect fuel supply, strategic cover, or product deficits.
Retrieve current airport delay and cancellation alerts worldwide — delay type, severity, average delay minutes, and affected-flight percentages per airport. Use when the user asks whether an airport is delayed, disrupted, or experiencing cancellations.
Retrieve live disruption status for the 13 monitored maritime chokepoints (Suez, Hormuz, Malacca, Bab el-Mandeb, Panama, and more). Use when the user asks whether a strait or canal is disrupted, congested, or safe for shipping right now.
Retrieve composite country risk intelligence — Country Instability Index (CII), travel advisory level, and active sanctions exposure — for one country by ISO code. Use when the user asks how risky or unstable a country is right now.
Retrieve probabilistic forecasts and their scorecard context. Use when the user asks what World Monitor is forecasting, how probabilities shifted, or how calibrated the forecasts are.
Retrieve normalized OFAC sanctions pressure — designation summaries, recent additions, and per-country/per-program aggregates including sanctioned vessels and aircraft. Use when the user asks which countries or programs face sanctions pressure, or what was recently designated.
Retrieve the pre-aggregated digest of World Monitor's curated news feeds, bucketed by category, with per-article threat classification and alert flags. Use when the user asks what's in the news right now, wants headlines by topic, or needs a current-events sweep.
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.