AI Workflow Feed MCP

Discover articles about AI-assisted development and agent workflows.

Should I use this

Quality & Safety

B
Description quality
100%
Schema completeness
43%
Naming quality
87%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~567Tokens (tool definitions)
~1.2 KBTypical response size
Minimal attention impact (0.44% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "ai-workflow-feed": {
      "url": "https://ai-workflow-feed-mcp.zoelinebot2026.workers.dev/mcp"
    }
  }
}

Remote endpoints

https://ai-workflow-feed-mcp.zoelinebot2026.workers.dev/mcpstreamable-http

What it can do

Tool inventory

Tools (3)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢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.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢recent_posts(sources, category, source_offset, source_batch, days, ...)

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.

Input Schema

{
  "type": "object",
  "properties": {
    "sources": {
      "minItems": 1,
      "maxItems": 6,
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "cablate",
          "simon",
          "mitchell",
          "github",
          "huggingface",
          "anthropic",
          "columbia",
          "meta",
          "dropbox",
          "spotify",
          "alphalab",
          "clearforge",
          "nevyn",
          "armin",
          "codesai",
          "playwright",
          "yanchen",
          "shopify",
          "eugene",
          "hamel",
          "mcp",
          "braintrust",
          "arize",
          "cloudflare",
          "workos",
          "shreya",
          "aws",
          "googlecloud",
          "temporal",
          "uber",
          "claudecommunity",
          "pydantic",
          "tiktok",
          "alibaba",
          "tencentcommunity",
          "meituan",
          "theai",
          "ithome",
          "codecentric",
          "n8n",
          "langfuse",
          "deepset",
          "jina",
          "qdrant"
        ]
      }
    },
    "category": {
      "type": "string",
      "enum": [
        "ai_development",
        "agent_flow"
      ]
    },
    "source_offset": {
      "type": "integer",
      "minimum": 0,
      "maximum": 100
    },
    "source_batch": {
      "type": "integer",
      "minimum": 1,
      "maximum": 3
    },
    "days": {
      "type": "integer",
      "minimum": 1,
      "maximum": 365
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    },
    "query": {
      "type": "string",
      "maxLength": 120
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢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.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

Community

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Evidence

Recent observations

verifiedversion not recorded3 tools