MCP servers

Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.

Inspect, verify, diff, and scaffold a pracht app's routes, API, and capabilities from its app graph.

Japanese words with pitch accent and conjugation, kanji and grammar for JLPT learners.

Character names from five generators: cyberpunk, Elden Ring, druid, Baldur's Gate 3, Pokémon.

Retirement projections for 37 countries: UK drawdown, Australian super, pension income gaps.

Fabric shrinkage from a swatch wash test, and how much fabric to buy before washing.

Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB.

Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.

Public tenders (EU TED, Armenia) for AI agents: search, details, watchlists, alerts.

MCP server for the Askell payment and subscription API (Bun + stdio)

Hyperliquid tax reports and Koinly/CTC exports for agents

Render SwiftUI #Preview as PNG images, so an AI agent sees the views it changes

Read, search, reply to and organize Naver Mail with the same tools as the Gmail MCP (IMAP/SMTP).

GitHub Actions supply-chain hardener: audit workflows for unpinned actions and build a SHA pin plan.

Base-vs-head CI differ: which PR failures are introduced, pre-existing, external, or fixed.

Track stale claims and parked fixes so open-source work does not silently die.

PR dependency early warning: install scripts, typosquats, downgrades, and lockfile drift.

Least-privilege auditor for GitHub Actions workflows: permissions, triggers, secrets.

Extract a repo's contribution gates into machine-readable contribution-gates.json.

An E2E encrypted mailbox for AI agents: claim an address, send and receive sealed messages.

Scan what AI agents read for prompt injection: hidden unicode, comment instructions, exfil, lures.

Audit any MCP server: handshake, schemas, descriptions, error handling, scored.

Attention report for your open GitHub PRs: what needs you right now.

Red-first repro verifier: a fix counts only when the repro fails on the base and passes on the fix.