
Codex vs Claude Code MCP server
Which MCP servers are Codex vs Claude Code's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.
read 2026-10-27
- Registry namedev.tokenusage/codexverified in the MCP registry
The registry name sits under tokenusage.dev. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.
- Stateanswerschecked 2026-10-27
- Tools2
- Server calls itselfdev.tokenusage/codex
- Server version1.1.0
- Protocol version2025-06-18
On 2026-10-27 the server answered initialize and tools/list without a sign-in. First answer in 101 ms.
- Whether its tools do the product's job has not been judged yet.
- Checked on 1 of the 7 days it takes to judge reliability.
Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.
- INITE MCP scoreafter a weeka score needs 7 daily checks: 1 so far
- Answeredmeasuring1 of the 7 daily checks it takes to print a share
- Median first answer112 ms
- Space in an agent's context≈ 610 tokensthe definitions of all its tools (2), which an agent carries on every turn
- Tool definitionsA · 100 of 100
- Typed results2 of 2 toolsdeclared outputSchema: results come typed, read once
- Every tool passes all six checks.
Worth a look
None of the five warning signs in these definitions.
A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →
get_codex_reset_announcementsCodex usage-limit reset announcements recorded by tokenusage.dev's Reset Alerts from @thsottiaux's public posts on X, newest first (at most 50): each post's link, when it was posted, when this site recorded it and resetType, plus when the…
get_codex_reset_calendarCodex usage-limit reset announcements recorded by tokenusage.dev's Reset Alerts from @thsottiaux's public posts on X, grouped by UTC calendar date, newest dates first, with posts within each date newest first (at most 50 announcements in…
How to connect
Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:
{
"mcpServers": {
"codex": {
"type": "http",
"url": "https://tokenusage.dev/mcp"
}
}
}Add it
Claude Code, in a terminal
claude mcp add --transport http tokenusage https://tokenusage.dev/mcpclaude.ai, ChatGPT and other clients: add https://tokenusage.dev/mcp as a custom connector in the settings.
- dev.tokenusage/nerfwatchanswers, 2 toolsverified in the MCP registry
OpenAPI spec
3 paths, read 2026-10-27. Open the spec ↗
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
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