"Roam Research" matching MCP servers:

Enables capturing web evidence, freezing content-addressed snapshots, and comparing research agents on the same sources with traceable access and quotations.

An MCP server that grades prompts against a validated rubric, tracks real outcomes, and provides guidance grounded in research on what predicts good results.

A research harness for measuring whether MCP clients preserve informed consent when tool definitions change after approval.

Enables AI agents to research App Store screenshots and human-reviewed references, then produce evidence-backed messaging, narrative, art-direction briefs, and measurable copy/export QA.

A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adversarial fixtures over MCP for security-research testing, supporting SEP-2640 skill delivery with archive-safety hardening.

Enables AI agents to drive a Playwright-compatible browser (with humanized mouse, keyboard, and scroll behavior, persistent profiles, extensions, and GeoIP-aware proxies) to research the web, automate daily tasks, and run tests, with unchanged upstream @playwright/mcp tools plus two local introspection tools. It installs via npm or Docker and speaks stdio or Streamable HTTP.

It enables AI agents to control real Chromium browsers through Playwright-compatible tools for web research, automation, and testing, with stdio or Streamable HTTP transport and npm or Docker deployment.

Enables AI agents to perform Playwright-compatible browser automation through a Chromium-based runtime, with persistent profiles, proxy matching, extension loading, Docker deployment, and stdio or Streamable HTTP transports. It supports web research, daily automation, and testing workflows driven by natural-language prompts.

Enables AI agents to drive real browser automation through the full upstream Playwright MCP tool surface, powered by a hardened CloakBrowser Chromium runtime, so users can ask for web research, daily automation, or testing in plain English and inspect the actual results. Ships as npm and Docker packages over stdio or Streamable HTTP, with persistent profiles, extension loading, proxy matching, and humanized mouse, keyboard, and scroll behavior.

Enables AI agents and MCP clients to run Playwright-compatible browser automation over stdio or Streamable HTTP, covering research, testing, persistent login profiles, Chrome extensions, proxy matching, and humanized interactions. It ships as npm and Docker packages for cross-platform deployments.

Enables AI agents to perform Playwright-powered Chromium browser automation, including web research, testing, persistent profiles, and humanized interactions, over stdio or Streamable HTTP with npm or Docker deployment.

Enables AI agents to automate Chromium browsing with Playwright-compatible tools for web research, testing, and routine tasks, including persistent profiles, extensions, proxy-aware regional QA, and humanized input over npm or Docker.

Enables reviewing grant application text, running deterministic eval cases, and executing Office of Research Aid packet workflows through MCP.

Enables deliverable conformance and evidence-chain checks by turning requirements into executable specs, validating numbers against a provenance ledger, and auditing PDF/OOXML metadata and archive manifests.

Enables AI agents to run Playwright-compatible browser automation with persistent profiles, proxies, Chrome extensions, and humanized mouse, keyboard, and scroll interactions over stdio or Streamable HTTP. Supports web research, daily automation, testing workflows, and optional session-scoped CDP access.

Enables AI agents to drive a real Chromium browser through the upstream Playwright tool surface for web research, automation, and testing, with persistent login profiles, humanized mouse/keyboard/scroll behavior, and proxy matching for regional QA. Ships via npm or Docker over stdio or Streamable HTTP, so clients like Claude Desktop, Codex CLI, and Cursor can connect in minutes.

Enables AI agents to automate real Chromium browsing with Playwright-compatible tools, supporting web research, testing workflows, persistent profiles, proxies, extensions, and stdio or Streamable HTTP deployment.

Enables an AI coding agent to take a research paper from arXiv, record its claims, build and run an implementation, measure the results, and receive a verdict for each claim. Every action is kept in a hash-chained evidence log, so the generated code folder and reproduction report can be checked without trusting the agent.

This server enables MCP clients and AI agents to perform browser automation with Playwright-compatible tools, persistent profiles, extensions, proxy support, and humanized interactions. It can be run via npm or Docker over stdio or Streamable HTTP for web research, automation, testing, and regional QA.

Enables LLM agents to play a headless, deterministic 4X civilization game through ten MCP tools for turn briefs, unit orders, city management, research, and map exploration, with scoring against engine AI and do-nothing baselines.