snapsurf

MCP ServerClaude Code Memory Low risk

Web navigation and verification for AI agents: a compact semantic page digest, a typed diff after each action, and assertions over that diff. MCP server and CLI on Playwright and SnapDOM.

面向AI代理的网页导航与验证：紧凑的语义页面摘要、每次操作后的类型化差异，以及对该差异的断言。基于Playwright和SnapDOM的MCP服务器与CLI。

How to install

MCP Server npx -y @zumer/snapsurf

Claude Code git clone https://github.com/zumerlab/snapsurf ~/.claude/skills/snapsurf

About

SnapSurf Web navigation and verification for AI agents. Most browser tools tell an agent what a page looks like now. SnapSurf tells it **what its last action changed**: a compact semantic digest of the page, a typed diff after each action (content, state, layout and clickability, including when nothing observable changed), and assertions over that exact diff. Missing evidence and uncertainty are reported, not hidden. It runs locally as an MCP server or CLI with its own Chromium session. The observation code also works as an in-page library built on SnapDOM. Version 0.1.2 is experimental. Add i…

GitHub ↗

Recommendation signals

55 Tool quality · Based on stars, downloads, maintenance, security and docs

– User interest · Adjusted by in-site views, install copies and download clicks

55 Overall

0views

0unique visitors

0install copies

0download clicks

0outbound clicks

Links

GitHub ↗ npm ↗ Homepage ↗ Report issue ↗

Basic safety check

Findings: None
Sources: curated:punkpeye/awesome-mcp-servers
Topics: ai-agents, browser-automation, claude-code, llm-tools, mcp, mcp-server, model-context-protocol, playwright, snapdom, verification, web-agents

Related plugins

DeepSeek Harness

Score83

dsh-mnemon

omdsh-dev/dsh-mnemon

Cross-agent, local-first persistent memory plugin for DeepSeek Harness (DSH), powered by Mnemon. It shares long-term memory across Mnemon-enabled agents and adds runtime memory, searchable project documents, semantic recall, knowledge graph, and a Sidebar UI.

☆ 345 ↓ 33.1K Memory ↗

MCP ServerClaude Code

Score80

markdownify-mcp

zcaceres/markdownify-mcp

A Model Context Protocol server for converting almost anything to Markdown

☆ 3.0K ↓ 1.3K Memory ↗

DeepSeek Harness

Score80

hindsight

vectorize-io/hindsight/tree/main/hindsight-integrations/coding-agents

Hindsight, agent memory that learns: long-term project memory with auto recall and retain, knowledge pages, deep reflection, and per-repo memory banks.

☆ 23.2K ↓ 119.1K Memory ↗

MCP Server

Score79

airtable-mcp-server

domdomegg/airtable-mcp-server

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

☆ 456 ↓ 14.0K Memory ↗