ogham-mcp/ogham-mcp — Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

Description and use

**Project Summary**

Ogham-MCP is an open-source, shared memory server that enables the creation of repeatable agent workflows by connecting isolated prompts and tools. This project facilitates the coordination of multi-agent workflows, standardizes agent memory, and allows for the addition of tool-use pipelines. With its high production readiness and strong ecosystem signals, Ogham-MCP is suitable for serious pilots.

**Value Proposition**

The value of Ogham-MCP lies in its ability to turn isolated prompts and tools into repeatable agent workflows, making it easier to manage complex tasks and workflows. By providing a shared memory server, Ogham-MCP enables the connection of disparate tools and agents, allowing for more efficient and standardized workflows.

**Practical Adoption Path**

To adopt Ogham-MCP, users can start by evaluating its API, SDK, and CLI implementation signals. They can then explore its language metadata and focused topics to determine its suitability for their specific use cases. With its high production readiness, users can confidently pilot Ogham-MCP in their environments and integrate it with their existing tools and workflows.

**Production Readiness**

Ogham-MCP has demonstrated high production readiness, with recent activity, adoption, and ecosystem signals indicating a strong and stable project. Its recent update (202

Problem

ogham-mcp/ogham-mcp helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

Source