tbro-mcp
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@tbro-mcp search for latest Python release notes"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
glyph-mcp
English · Русский
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.

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
glyphon your PATH (or its path inGLYPH_BIN). Install it from the glyph repo withcargo install --locked --path crates/app— it lands in~/.cargo/bin.Node 18 or newer.
Related MCP server: @greatnxy/web-search-mcp
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=$HOME/.cargo/bin/glyph -- npx -y @k1y0mi/glyph-mcpRestart Claude Code and the two tools appear. To wire it up by hand instead, add
this to .mcp.json (project) or ~/.claude.json:
{
"mcpServers": {
"glyph": {
"command": "npx",
"args": ["-y", "@k1y0mi/glyph-mcp"],
"env": { "GLYPH_BIN": "/Users/you/.cargo/bin/glyph" }
}
}
}Build from source
If you'd rather run it from a checkout instead of npm:
npm install
npm run build
claude mcp add glyph -e GLYPH_BIN=$HOME/.cargo/bin/glyph -- node /absolute/path/to/glyph-mcp/build/index.jsTools
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.
Available Tools
2 toolsweb_fetchВеб-фетч (glyph)A
Загрузить URL как чистый ПЛОСКИЙ ТЕКСТ через браузер glyph (срезает HTML/JS/навигацию/рекламу). Токеноэкономно для статей, документации, блогов и прочих статических/текстовых страниц. НЕ подходит для JS-тяжёлых SPA и динамических дашбордов (вернёт мало) — там используй встроенный веб-фетч.
Inputs: url (required), max_chars.
web_searchВеб-поиск (glyph)A
Поиск в вебе с выдачей ПЛОСКИМ ТЕКСТОМ через браузер glyph (движок Mojeek — без капчи, без JS, без рекламы). Экономит токены: чистый текст, без HTML. Предпочитай для общих/текстовых/документационных запросов. Для real-time, JS-рендеренной или платной выдачи используй встроенный веб-поиск.
Inputs: query (required), max_chars.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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TDQS
Scored across 2 tools
The two tools have clearly distinct purposes: one fetches a specific URL as plain text, the other performs a web search. No overlap in functionality.
Both tools follow the 'web_' prefix naming convention, making it easy to identify them as web-related. Consistent pattern.
With only 2 tools, the set is minimal but appropriate for a focused utility that provides web fetching and search. Slightly small but not insufficient.
The set covers the two primary web interaction needs: fetching a specific URL and searching the web. No obvious gaps for the stated purpose of plain-text web content.
Maintenance
Related MCP Connectors
Web search API and MCP server for developers building AI agents.
Docs: https://docs.keenable.ai/mcp-server Keenable is a free, remote MCP server that gives agents access to the web index. Search the web with ranked results and date/site filters, then fetch any indexed page as clean markdown. Works out of the box with no account or API key.
Free web search for AI agents. No API key required. Hosted MCP in active development.
Hosted Web Crawler MCP server for Claude, ChatGPT and Cursor, with each action switched per account.
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