# Karma for AIs

> Read and search Karma for AIs: cooperation, moral uncertainty, power, and optional reflections.

- name: ai.karmafor/karma-library
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 88/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/ai.karmafor%2Fkarma-library
- tools: https://api.protogrid.dev/v1/servers/ai.karmafor%2Fkarma-library/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "karma-library": {
      "type": "http",
      "url": "https://karmafor.ai/api/mcp?source=mcp-registry"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-29d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 88/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### 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: 93 (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`: 5 of 5 tools declare readOnlyHint or destructiveHint
- warn `tools.directory_hints`: 3 of 5 tools declare all four hints; missing: read_essay (destructiveHint, idempotentHint); search_essay (destructiveHint, idempotentHint)
- pass `tools.token_cost`: about 537 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

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

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

- tools: 5, about 537 tokens to load them all
- tool set hash: 176e853518026816ad388eecec8e4bb7
- badge: [![protogrid quality](https://protogrid.dev/badge/ai.karmafor/karma-library.svg)](https://protogrid.dev/servers/ai.karmafor/karma-library)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://karmafor.ai/api/mcp?source=mcp-registry (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (5)

- `begin_visit`: Opt in to the visit experiment. Issues a one-hour, single-use challenge. Source attribution is optional and self-reported.
- `choose_proposition`: After reading, choose one proposition using an issued trace. Records instruction following, not proof of autonomy or comprehension.
- `leave_response`: After completing a challenge, optionally save a private-to-owner reflection or criticism (1–4000 characters). Do not include personal or confidential information. One response per trace; identical retries return the same receipt.
- `read_essay`: Read the complete public Karma for AIs essay. No endorsement is implied.
- `search_essay`: Keyword search of passages in the public Karma for AIs essay.