"Roots" matching MCP servers:

Enables interactive chat with AI models via Anthropic API, with controlled file system access to specified directories and video conversion capabilities.

Enables checking cosmetic ingredient safety and multi-jurisdiction compliance across 12 regulatory bodies, backed by a comprehensive dataset of safety opinions and studies.

Bitcoin-anchored provenance for AI outputs; enables stamping, verifying, and tracing outputs with offline-verifiable canonical roots.

Enforces authorized file access through MCP roots, blocking path traversal, symlink escapes, and absolute path escapes before any read.

Enables safe, read-only browsing of allowlisted local directories through MCP, providing tools to list roots, read files, and search text.

MCP server that provides grounded Arabic dictionary lookup, enabling AI agents to search word roots, inflections, and meanings from real dictionary data.

Data-visualization MCP server for ROOT Workspace. It enables creating and iterating on charts (Vega-Lite, Python plots) with a persistent kernel and vision loop.

Document-engineering MCP tool server providing tools for PDF, Office, Images, and Archives extraction and conversion. It never mutates source files and requires local tesseract for OCR.

CAD-engineering MCP tool server for parametric modeling, DFM validation, mechanical calculations, and more. Enables code-CAD builds (build123d/CadQuery), model inspection, meshing, and mechanical calculators via MCP stdio.

A read-only MCP server for the HCL BigFix root server REST API, enabling session relevance queries, client fast queries, and server/site/operator lookups through natural language.

locidx

MCP for Scorable Evaluation Platform

An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.

A Model Context Protocol server that enables natural language interactive control of Universal Robots collaborative robots, allowing users to control robot motion, monitor status, and execute programs through direct commands to large language models.

Enables AI agents to inspect, draft, validate, and locally verify contract changes against frozen policies, with separate input and output roots and no approval or verified-signing capability.

A Python-based MCP server that provides a suite of basic arithmetic tools, including addition, square roots, and percentage calculations, for AI assistants. It enables models to perform precise mathematical operations through the Model Context Protocol.

Local-first MCP server for repo-scoped development tasks like inspection, testing, documentation, and patching, designed to complement Cline with a structured local execution layer.

Enables AI agents to browse, search, and book meeting rooms across multiple buildings with realistic seed data and conflict detection.

MCP server for the CMS File Integrity Checker. Enables users to submit and query file integrity jobs through natural language.

A mathematical utility server implementing the Model Context Protocol to provide tools for basic and advanced calculations. It enables users to perform operations such as addition, subtraction, powers, square roots, and percentages through natural language.