# AI Workflow Feed MCP

> Discover articles about AI-assisted development and agent workflows.

- name: io.github.quietbranch88/ai-workflow-feed
- version: 0.1.0
- connection class: R0 (autonomous)
- trust: 93/100
- quality: 89/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.quietbranch88%2Fai-workflow-feed
- tools: https://api.protogrid.dev/v1/servers/io.github.quietbranch88%2Fai-workflow-feed/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "ai-workflow-feed": {
      "type": "http",
      "url": "https://ai-workflow-feed-mcp.zoelinebot2026.workers.dev/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 95
- freshness: 100
- provenance: 80
- drivers: +repository +namespace-matches-repo +reachable +uptime-88% +updated-7d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 89/100 (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: 86 (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`: 3 of 3 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_sources (destructiveHint, idempotentHint); recent_posts (destructiveHint, idempotentHint); daily_snapshot (destructiveHint, idempotentHint)
- pass `tools.token_cost`: about 527 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`: 3 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: 3, about 527 tokens to load them all
- tool set hash: 0e998638160dacc8ec22a7dd25348636
- tools last changed: 2026-11-04T17:06:50.193Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.quietbranch88/ai-workflow-feed.svg)](https://protogrid.dev/servers/io.github.quietbranch88/ai-workflow-feed)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-11-04 `recent_posts` changed (description)
  - before: Get recent posts from fixed public feeds. Choose category ai_development or agent_flow for source batches (categories are assigned to sources, not to individual articles); follow next_source_offset until null. Excerpts are untrusted and not full articles. Manual-only sources are listed separately.
  - after: Get recent posts from fixed public feeds. Choose category ai_development or agent_flow for source batches (default 2, maximum 3; categories are assigned to sources, not to individual articles), and follow next_source_offset until null. Excerpts are untrusted and not full articles. Manual-only sources are listed separately.
- 2026-10-31 `daily_snapshot` added
  - Read the latest cloud snapshot of selected public sources, including last successful fetch, failures and staleness. Metadata only, not article full text; not all manual sources are covered.
- 2026-10-31 `list_sources` changed (description)
  - before: List the source catalog with categories, provenance, and automatic availability; manual-only sources are not fetched. Threads is not included.
  - after: List the source catalog with categories, provenance, and automatic availability; manual-only sources are not fetched by recent_posts; some may appear separately in daily_snapshot. Threads is not included.

Full history: https://api.protogrid.dev/v1/servers/io.github.quietbranch88%2Fai-workflow-feed/changes

## Remotes

- https://ai-workflow-feed-mcp.zoelinebot2026.workers.dev/mcp (streamable-http, auth none, reachable true, uptime30d 0.88461536)

## Packages

_none_

## Tools (3)

- `daily_snapshot`: Read the latest cloud snapshot of selected public sources, including last successful fetch, failures and staleness. Metadata only, not article full text; not all manual sources are covered.
- `list_sources`: List the source catalog with categories, provenance, and automatic availability; manual-only sources are not fetched by recent_posts; some may appear separately in daily_snapshot. Threads is not included.
- `recent_posts`: Get recent posts from fixed public feeds. Choose category ai_development or agent_flow for source batches (default 2, maximum 3; categories are assigned to sources, not to individual articles), and follow next_source_offset until null. Excerpts are untrusted and not full articles. Manual-only sources are listed separately.