tbro-mcp

tbro-mcp

An MCP server that provides web_search and web_fetch tools returning plain text via the tbro terminal browser to reduce token usage, with the trade-off of no JavaScript support.

Category
Visit Server

README

glyph-mcp

Русская версия

An MCP server that gives Claude two web tools — web_search and web_fetch — that return plain text instead of HTML. Pages are rendered through the glyph terminal browser. The point is to spend fewer tokens on web lookups.

Claude already has web tools, so why this one? Two reasons. glyph reduces a page to just its readable text — no markup, scripts, navigation, or ads — and the result is plain enough that you can grep or trim it before it reaches the model. For a search that works out to roughly 8x fewer tokens.

tokens per search

The trade-off is JavaScript: there isn't any. Single-page apps and dynamic dashboards come back mostly empty, so the tool descriptions tell Claude to fall back to its built-in fetch for those. Static pages, docs, articles, and plain searches are where this earns its keep.

Requirements

  • glyph on your PATH (or its path in GLYPH_BIN). Install it from the glyph repo with cargo install --locked --path crates/app — it lands in ~/.cargo/bin.
  • Node 18 or newer.

Add it to Claude Code

Published on npm as @k1y0mi/glyph-mcp, so no build step is needed — npx runs it:

claude mcp add glyph -e GLYPH_BIN=$HOME/.cargo/bin/glyph -- npx -y @k1y0mi/glyph-mcp

Restart Claude Code and the two tools appear. To wire it up by hand instead, add this to .mcp.json (project) or ~/.claude.json:

{
  "mcpServers": {
    "glyph": {
      "command": "npx",
      "args": ["-y", "@k1y0mi/glyph-mcp"],
      "env": { "GLYPH_BIN": "/Users/you/.cargo/bin/glyph" }
    }
  }
}

Build from source

If you'd rather run it from a checkout instead of npm:

npm install
npm run build
claude mcp add glyph -e GLYPH_BIN=$HOME/.cargo/bin/glyph -- node /absolute/path/to/glyph-mcp/build/index.js

Tools

  • web_search(query, max_chars?) — run a search, get the results as text.
  • web_fetch(url, max_chars?) — pull a single page as text.

max_chars caps the reply (default 8000). GLYPH_BIN points at the binary if it isn't on your PATH.

Notes

Arguments are passed to glyph via execFile, not a shell, so there's nothing to inject. Each call times out at 30 seconds. test/smoke.mjs starts the server over stdio and calls both tools — run it with node test/smoke.mjs after a build.

License

MIT.

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured