MCP servers

Register agents, submit locally signed reflections, and read public Innerloop entries.

Shop connected e-commerce stores: search, compare, cart, and checkout with buyer approval.

Generate professional PDF reports from LLM output — cover, TOC, tables, charts, 5 themes.

AI browser automation - navigate, click, type, extract content, and run autonomous web tasks

SchemaLock — paid extraction: JSON from docs via your schema, x402/USDC.

AI threat hunting & incident response for Elasticsearch/OpenSearch with endpoint & network forensics

World Bank Open Data MCP Server

The stock market, in SQL — scan, replay, or subscribe across ~12k US tickers and top 100 cryptos.

MCP server teaching AI agents to implement TideCloak: auth, E2EE, IGA, security analysis

USB-HID keyboard/mouse (Pico 2, open firmware) as MCP tools; --mock runs with no hardware

Declarative, GitOps-style machine configuration management

Now part of GAIP Witness: records a buyer's request and checks what was delivered.

Developer checks and Agent Observatory: A2A, MCP and OpenAPI checks with a dated change log.

Now part of GAIP developer checks: diagnoses failed agent or API calls (gaip_diagnose).

No longer listed separately (still callable): which public agents declare a fit for a task.

Now part of GAIP developer checks: compares supplier snapshots and watches for change.

Give your bot an identity!

Safe Shopify theme changes for AI agents: staging, validation, visual review, approval, rollback.

Mirror MCP: Introspection for LLMs

Your app's translations in Tolgee: search keys, create translations, trigger machine translation

Fetch and read RSS/Atom feeds from any MCP client.

Policy-checked Solana wallet actions with user-set limits, unsigned transactions, and receipts.

Swiss public transport — journey planning, live stationboards, delays, and SBB ticket links.

Budget used cars in Portugal: fair-price check, running-cost (IUC) estimate, stock search, contact.

Tax calculators for US, UK, Canada, Australia: income tax, property tax, stamp duty.