MCP Servers

Spend control for AI agents - cost attribution, budget caps, and signed runs as MCP tools.

30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather, corporate registry

Portable human-AI context protocol reference tooling.

Local-first miniature-paint inventory and cross-brand color matching for AI agents.

Shared versioned state for multi-agent AI workflows

Deterministic Brotato theorycrafter MCP server: facts and math, not guesses.

Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes.

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

Spec-first code generation: OpenAPI, GraphQL, Protobuf, and SQL to typed clients in 11 languages.

RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and probes

Gate AI-written tests: heal safe drift, refuse to hide real bugs, sign a verifiable receipt.

Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.

MCP security trust-check for agents before installing MCPs, Skills or tools.

MCP server — control remote desktops via VNC with a native Swift daemon and Apple Vision OCR

Install the ContinueWith AI handoff widget from coding agents (Cursor, Claude Code, Codex).

Create and manage Convertrilo video encoding jobs from MCP clients and agent workflows.

US open solar data for agents: PVWatts production, tariffs & ROI, market data, forecasts. 18 tools.

Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema markup, meta directives

Validate commit messages, branch names, author info, push safety, and repo state.

Ground your LLM in EU financial, crypto and AI regulation, verbatim and cited, via Compass.

Read-only VR / AR / XR news, full-text editorial, events, deals, and buyer guides from VR.org.

158,000+ K-12 education standards across 300 curriculum systems, cross-referenced via NLP.

Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.

Native Swift macOS automation — 143 tools: AX, EventKit, voice, browser DOM, undo.