MCP Servers

Phrase MCP server: language intelligence platform for translation, terminology, and quality.

MCP server for browsing Piazza course forums

Pixelle MCP: Convert ComfyUI workflows into MCP Tools with a single command, providing an MCP server and a Chainlit-based web UI.

Playwright browser automation tools for MCP — full-featured: navigation, interaction, tabs, frames, storage, network, recording

Open-source Model Context Protocol server for process mining, wrapping PM4Py behind a small handle-based tool surface.

Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.

Preflight checks for AI coding agents — catch vague prompts, surface missing context, search session history

Codebase intelligence for AI agents. Index your code at function-level, query what matters, know what breaks.

MCP Server PROJ - coordinate system conversion server

MCP server toolkit for analyzing the structure of a Python project

Visual Context Buffer MCP Server for AI Agents

Audit infrastructure for AI coding agents with evidence-backed review and policy gates.

MCP server for Dira ProSuite quality verification

MCP server for querying FRINK SPARKQL endpoints, a project by the NSF Prototype Open Knowledge Network (Proto-OKN) program.

An MCP server that enables MCP clients like Claude Desktop to interact with data from protocols.io.

MCP server for the ProxyML API

The full Prufa QA agent over MCP: audits, flows, monitors, gremlin chaos, discovery.

Terminal/TUI automation driver over PTY + xterm, exposed as MCP tools

Record what you do on any website. Securely automate it forever.

pursr — Visual QA, audit, and MCP for the browser. One CLI + one MCP server for screenshots, sweeps, baselines, diffs, axe-core a11y

Revolutionary Model Context Protocol (MCP) server for PyDoll browser automation with zero-webdriver operation and intelligent captcha bypass