MCP Servers

Real-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.

Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, StockVault, and Burst

Industrial-AIOps energy edition: IEC-104/DNP3/IEC-61850 read-only OT connectors on iaiops.core.

Knowledge-lifecycle MCP: turn agent work into memory, recall it across projects, promote to org.

Multi-agent coordination MCP: claim work, survey peers, resolve conflicts via a git branch as CAS.

An MCP server for the ASD-STE100 (Simplified Technical English) Issue 9 standard.

Governed OT data tap: 14 field protocols + cross-protocol RCA brain; audit + MOC gating.

Multi-step web research with citations via Perplexity's Agent API. Standard library only.

Is this number real, or is it noise? Peek-safe A/B tests, change detection, honest forecasts.

Secure, fragment-based long-term memory for MCP-compatible AI agents.

Hosted MCP endpoint — 46 tools + 300+ REST endpoints. Free tier, no API keys, no signup.

MCP server for Monobank API — currency rates, client info, and account statements

What's flying above you: live aircraft, identity, routes, and your own sighting history.

F1 race engineer for Claude — 79 tools for live timing, telemetry, strategy, and 75 years of history

Windows desktop control for AI agents: screen, UI Automation, input, processes, files, shell.

Create, edit, validate, preview, and render Shotcut projects through AI clients.

Phylogenetic inference via IQ-TREE 2 — never returns a topology without its support

Render LDraw/LEGO models to images with real part geometry via headless Blender + ImportLDraw

Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from

Breeding-scheme simulation via AlphaSimR. Needs R, AlphaSimR and libtirpc-dev on the host.

Bitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.

Thirty-two guarded agent utilities and maintained-data lookups over USDC x402.

Default trust layer for agentic payments: authorize agent spend, evidence, receipts, settlement.

OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Read-only.