ChemGlyph runs on your own machine — the client starts it, so there is no endpoint to ping. 929 installs a week from pypi. Last commit 27 Oct 2026.
Publication-quality chemical structure and reaction rendering for AI agents.
Today is the operative word: we check ChemGlyph every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add chemglyph -- uvx chemglyph
{
"mcpServers": {
"chemglyph": {
"command": "uvx",
"args": [
"chemglyph"
]
}
}
}
[mcp_servers.chemglyph]
command = "uvx"
args = ["chemglyph"]
{
"mcpServers": {
"chemglyph": {
"command": "uvx",
"args": [
"chemglyph"
]
}
}
}
{
"servers": {
"chemglyph": {
"type": "stdio",
"command": "uvx",
"args": [
"chemglyph"
]
}
}
}
Structural code-quality tools for AI coding agents.
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.
Output quality control and validation for AI agents
Local stdio MCP server: publication figures, structure checks and conversions for AI assistants
Structured execution trace and span logging for AI agents
Web browsing & research for AI agents — fetch/read pages, structured extraction, Exa search.
Scheduling infrastructure for AI agents across Google and Microsoft calendars.
Answers built from our own checks of this server.