{
  "id": 2035243,
  "title": "How we expose a full project tracker over MCP (so agents can file and close issues)",
  "url": "https://urgent.news/2026/08/19/how-we-expose-a-full-project-tracker-over-mcp-so-agents-can-file-and",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-08-19T22:41:42.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/omarharis/how-we-expose-a-full-project-tracker-over-mcp-so-agents-can-file-and-close-issues-3dn5"
  },
  "original_language": "en",
  "account": "Taskfolk has developed a system to allow agents to create, assign, comment, and close issues on a project tracker, using their own APIs. The server for this system is hosted at https://taskfolk.ai/api/mcp/v1 and is accessible through a REST API at https://taskfolk.ai/api/v1. The system is designed to be used by coding agents in Cursor or Claude, who can open projects, list issues, file bugs, assign tasks, comment, and close issues, all with the same permissions and workflow as human users.\n\nHowever, when importing data from other issue tracking tools, the system encountered several issues. Agents were opening duplicate tickets due to different \"done\" states in the imported tools. The assignees in imported tickets were provided as email addresses, not as members of the system, preventing the agents from using the \"@\" symbol to mention them. Additionally, agents were unable to automatically determine the issue type in Linear and Jira, initially filing all issues as generic tasks.\n\nTo avoid these issues, Taskfolk recommends mapping states and members before allowing agents to write in the system. The site for this system is https://taskfolk.ai, with free access available for unlimited members, 5 projects, and 25 AI credits. Paid plans start at $3/editor for Pro and $6/editor for Business. If a company already uses MCP clients, they are advised to start with the GitHub README.",
  "summary": "Most \"AI project tools\" wrap a chatbot around a board. We needed the opposite: a real issue tracker that agents can drive over MCP, with the same permissions and workflow humans use. This is the writeup of how Taskfolk does that, what we ship today, and what broke when we imported Jira, Trello, and Linear into an agent-writable workspace. The constraint If an agent cannot create, assign, comment,…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}