# Shared Memory MCP Server

> Use this tool when you need to enhance collaboration among AI agent teams by reducing redundant data transmission and improving token efficiency. It solves problems of data duplication and dependency management by providing a shared context layer for real-time coordination and state sharing. Ideal for use cases requiring multi-agent teamwork, incremental learning, and optimized communication.

Canonical page: https://skillsregistry.net/skills/evalops-shared-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/evalops-shared-memory-mcp

## Description

Provides a shared context layer for AI agent teams to improve token efficiency through context deduplication and incremental state sharing. It enables multiple agents to coordinate tasks, share real-time discoveries, and manage dependencies while significantly reducing redundant data transmission.

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/sm5qrjg20p)
- **Repository:** <https://github.com/evalops/shared-memory-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "evalops-shared-memory-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/evalops-shared-memory-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/evalops-shared-memory-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt