io.github.LatentNoise/content

Content

Is the Content MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-01.

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alive probed 2026-11-14 · unchanged since 2026-11-01

11tools

2.1ktokens in Claude

1.1 %of Claude's 200k window

0.8×the median server

3.3 sto initialize

7 msto list tools

Run it: uvx content-mcp@0.8.5 (stdio, probed in a container with the network off)
Host: pypi.org
Reports itself as: content 0.8.5
Capabilities: prompts, resources, tools
Instructions: 2 301 characters
Of a 1M window: 0.2 % of a 1M context window
Count: 2.1k tokens in Claude, exact, measured 2026-10-25. With the Claude Code prefix mcp__…__ on each tool name: 2.2k. The o200k_base estimate is 1.2k. Counted again when the tool definitions change. Method.
Repository: https://github.com/LatentNoise/content
Website: https://github.com/LatentNoise/content/blob/main/apps/mcp/README.md
Registry: active, updated 2026-09-22 · registry entry
Changes: 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.76×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
generate	402	228	19 %
analyze_source	362	205	17 %
download_artifact	287	163	14 %
get_job	198	112	9 %
retry_job	194	110	9 %

Other registry entries on pypi.org, the ones next to this name; all of them.

NetLicensing MCP Server io.github.Labs64/netlicensing-mcp · alive
io.github.LakeLogic/lakelogic-mcp · alive
Credence — Epistemic Guard io.github.Lakshmi-Chakradhar-Vijayarao/credence · crashed on start
io.github.LeoMbm/malt-mcp · crashed on start
io.github.LeonardMichalas/peering-mcp · alive
LV24 SEO io.github.LevapVeeskela/lv24-seo · alive
Chronicle MCP io.github.Leviathan0x0/chronicle-mcp · needs env
Predictive Maintenance io.github.LGDiMaggio/predictive-maintenance-mcp · needs network

Servers that mention content.

AutoRFP.ai ai.autorfp/mcp · needs auth
Web Content & URL Tools ai.avaloncompany/web-content-url-tools · needs auth
AwrAIter — Telegram channels ai.awraiter/telegram · needs auth
SEO Content Factory ai.b77/seo-content-factory · needs auth
BAMF.ai ai.bamf/bamf · not MCP
BittleBits GEO Assistant ai.bittlebits/bittlebits · no DNS
Lenny Rachitsky Podcast Transcripts MCP Server ai.com.mcp/lenny-rachitsky-podcast · alive
ContentMaschine ai.contentmaschine/contentmaschine · needs auth

We add a row when the result changes. A server with no change keeps its last row.

Probed	Result	Init	Tools	Claude	o200k
2026-10-25 06:54	alive	3.1 s	11	2.1k	1.2k
2026-10-18 06:41	alive	3.3 s	11		1.2k

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.