Zero Slop
https://mcp.zero-slop.ai/mcp ↗
Description
Score and rewrite AI-assisted prose while preserving names, numbers, quotes, links, and facts.
What our measurements say
Zero Slop is a remote MCP server published at mcp.zero-slop.ai. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 480 ms, placing it among the faster endpoints. It offers a narrow, focused set of 1 tools. On the protocol side it speaks the 2026-07-28 stateless spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Parameters (text, genre, audience) are logically named with clear required/optional status
- Mentions source preservation and error warnings for missed writing targets
Weaknesses
- Tool name 'deslop' is cryptic and uninformative about its purpose
- Description truncates mid-sentence, leaving functionality ambiguous
- No explicit error handling documentation for invalid inputs
deslop— Name lacks clarity about rewriting/scoring functionalitydeslop— Description cuts off mid-sentence, missing critical functionality details
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 43ms → warm 45ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
deslopRewrite a pasted draft with one bounded AI editorial response plus local scoring and source checks. Returns the safest source-preserving edit and exact before and after writing scores. If a writing target is missed, the edit still comes back with a clear review warning. Use it to improve writing quality, never to hide authorship or evade a disclosure requirement. Try and MCP use our hosted Zero Slop agent harness; results and speed may differ across Codex, Claude Code, Cowork, ChatGPT Work, and other hosts or skills.
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Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Dual-era
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Add this badge to your README — it updates automatically as measurements change.
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