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Project management · MCP server

Epoch: MCP server, setup and security

Epoch is an open-source MCP server published on GitHub that lets an AI agent estimate software schedules and costs and analyze delivery timing risks. Its repository has 8 stars and its last commit is from October 19, 2026 and it is licensed under Apache-2.0.

Score
65/100
Adoption (stars) 9/40
Maintenance 30/30
Framework (licence, registry, official) 26/30
Actively maintained

What Epoch does

According to its repository: “Software estimation: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time and cost mapping, and schedule-risk analysis.”

The Model Context Protocol (MCP) is a standard plug between an AI agent and an outside service: once the server is connected, its tools show up in the agent, which decides when to call them. Epoch is listed under Project management, a category of 16 servers in the directory, where it ranks #10 by stars.

Topics declared by the repository: agile, ai-agent, ai-tools, cocomo, commander, cost-estimation.

Installing and connecting Epoch

Distribution modes declared in the official MCP registry:

  • npm package (Node.js, usually started with npx)

It works with any MCP-compatible client (Claude Desktop, Claude Code, Cursor, VS Code, Codex and most recent agents). You add one entry to the client's MCP configuration: server name, start command or URL, environment variables. Project language: TypeScript.

Security: what to check

Connecting an MCP server means installing software that talks straight to your agent: it runs with your rights and the model trusts its tool descriptions. The risk therefore depends on what it can touch and how far its code can be trusted.

None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to Epoch. That does not replace reading the code.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on May 1, 2026, the KyaniteLabs/Epoch repository has 8 stars and 2 forks, with 0 open issues. It has more stars than 22% of the servers in the directory. It received changes this month. Version published in the registry: 0.5.2 (October 13, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.

KaneoKaneo : 9.6K9.6KMondaycom MCPMondaycom MCP : 435435MCP server 12306MCP server 12306 : 414414Attio MCP Server (kesslerio)Attio MCP Server (kesslerio) : 6969AutotaskAutotask : 5858Saga MCPSaga MCP : 4040Pm copilotPm copilot : 3030MCP server polarionMCP server polarion : 1717EpochEpoch : 88
GitHub stars of the most followed servers in the category (log scale); Epoch in orange. Checked October 25, 2026.

Verdict

Epoch is a reasonable choice; check the points below before connecting it.

Strengths

  • Active project: recent commit
  • Listed in the official MCP registry
  • Permissive licence (Apache-2.0)

Limitations

  • Few visible users

Frequently asked questions

How do I install Epoch?

Epoch is distributed as npm package (Node.js, usually started with npx). Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of KyaniteLabs/Epoch.

Is Epoch free?

The code is published under the Apache-2.0 licence and can be used free of charge.

Is Epoch safe?

No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.

Is it an official server?

It is published in the MCP registry under the verified namespace tech.kyanitelabs, which shows the publisher controls that domain.

What are the alternatives to Epoch?

In the same category: Kaneo, Mondaycom MCP, MCP server 12306, and Saga MCP. Kaneo and Mondaycom MCP score higher on our grid.

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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score