# Zero Slop

> Score and rewrite AI-assisted prose while preserving names, numbers, quotes, links, and facts.

- name: io.github.manavmishra/zero-slop
- version: 2.12.26
- connection class: R0 (autonomous)
- trust: 96/100
- quality: 85/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.manavmishra%2Fzero-slop
- tools: https://api.protogrid.dev/v1/servers/io.github.manavmishra%2Fzero-slop/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "zero-slop": {
      "type": "http",
      "url": "https://mcp.zero-slop.ai/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 98
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-95% +updated-3d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 85/100 (good)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 1 of 1 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 262 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 50 (weight 15)

- pass `stability.changes`: 3 tool changes in 30 days
- fail `stability.rug_pull`: 1 tools kept their name but changed most of their description in 30 days; review before trusting them

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 1, about 262 tokens to load them all
- tool set hash: c538292e881432e27a261c0096ebac99
- tools last changed: 2026-10-17T05:40:03.016Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.manavmishra/zero-slop.svg)](https://protogrid.dev/servers/io.github.manavmishra/zero-slop)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-17 `deslop` changed (outputSchema)
- 2026-10-05 `deslop` changed (annotations)
- 2026-10-04 `deslop` changed (description, inputSchema, annotations) **meaning changed**
  - before: Rewrite 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.
  - after: Processes pasted prose with server-side scoring and source-preservation checks, plus bounded hosted AI editing when needed. Inputs are text, genre, and an optional audience. Returns edited or unchanged text, exact before-and-after writing scores, completed-check metadata, and review warnings when editing targets are missed.

Full history: https://api.protogrid.dev/v1/servers/io.github.manavmishra%2Fzero-slop/changes

## Remotes

- https://mcp.zero-slop.ai/mcp (streamable-http, auth none, reachable true, uptime30d 0.94736844)

## Packages

_none_

## Tools (1)

- `deslop`: Processes pasted prose with server-side scoring and source-preservation checks, plus bounded hosted AI editing when needed. Inputs are text, genre, and an optional audience. Returns edited or unchanged text, exact before-and-after writing scores, completed-check metadata, and review warnings when editing targets are missed.