MCP servers for data science, machine-learning workflows, notebooks, model training and inference. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
Model Context Protocol (MCP) server for Kubernetes and OpenShift
NPM bootstrapper for the DaVinci Resolve MCP Server.
MCP server for using the REMnux malware analysis toolkit via AI assistants
Model Context Protocol server for Anki - enables AI assistants to interact with your Anki flashcards
MCP server for EasyEDA Pro: PCB inspection, BOM, exports, and hardware review.
Log10x MCP Server — per-pattern log cost attribution, root-cause investigation, pasted-batch triage, archive query/backfill, and cross-pillar correlation against customer metric backends (Grafana Cloud, Mimir, Thanos, AMP) with structural validation that
Perplexity AI MCP server — browser automation for search, reasoning, research, and compute. Not affiliated with Perplexity AI, Inc.
CLI tool for Unity Editor communication via Unity CLI Loop
Model Context Protocol server for Anki - enables AI assistants to interact with your Anki flashcards
Local utility for Rosetta — manage plans, install agents, and support AI coding workflows via CLI or MCP
MCP server for the EnConvert web data and file conversion API: perceive pages (markdown, HTML, screenshots, PDF), discover URLs, search the web, extract structured data, ingest RAG-ready chunks, monitor pages for changes, and convert document and image fi
MCP Mesh - Self-hostable MCP Gateway for managing AI connections and tools
Most comprehensive keyless MCP server for US federal + state/local (SLED) contracting + spending + regulation: SAM.gov, USAspending, Federal Register, eCFR, Grants.gov, plus SLED procurement bids (OpenGov, Bonfire, ArcGIS, Socrata 53 hosts). 150 tools, no
MCP server for China National Bureau of Statistics (CNBS) data access
One-command installer for IJFW -- the AI efficiency layer. One install, every AI coding agent, zero config.
MCP server for real-time JupyterLab notebook collaboration
Unified MCP server for managing local model runtimes (Ollama, LM Studio, and more): provider-agnostic discovery, lifecycle, hardware-fit, and delegated inference.
Canon-aligned dataset production and generation workbench — define visual rules, build versioned training data, compile production briefs, run local workflows, batch-produce, select winners, and re-ingest into your corpus
Advanced MCP server for AI-powered music generation with Strudel.cc
A declarative interface to connect your database to your AI agents
MCP server for modelstat — ask any MCP-compatible AI tool about your token spend.
MCP for Ultralytics Platform workflows, datasets, training, prediction, and model operations.
Hosted DNA/RNA/protein tools: primers, oligos, PCR, cloning, CRISPR, alignment, batch & pipelines.
MCP server for Chrome DevTools