SERVER

memshelf-mcp

Rank #8,258

io.github.ignatenkofi/memshelf-mcp

Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.

4 versions

by ignatenkofi (2 servers)View repository ↗

First listed

Jul 25, 2026

Last publish date

Oct 7, 2026

PURPOSE

What you can do with memshelf-mcp

memshelf-mcp is a Model Context Protocol (MCP) server published by ignatenkofi. It ranks #8,258 of 144,396 active servers on MCP Toplist. memshelf-mcp is listed across 2 registries — Official MCP and Glama, with 4 tracked versions. It was first listed on Jul 25, 2026 and most recently updated on Oct 7, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What memshelf-mcp can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using memshelf-mcp

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect memshelf-mcp and confirm it works

Python package (PyPI)

claude mcp add memshelf-mcp -- uvx memshelf-mcp

Python package (PyPI)

[mcp_servers.memshelf-mcp]
command = "uvx"
args = ["memshelf-mcp"]

Add to ~/.codex/config.toml.

Python package (PyPI)

{
  "mcpServers": {
    "memshelf-mcp": {
      "command": "uvx",
      "args": [
        "memshelf-mcp"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Python package (PyPI)

{
  "mcpServers": {
    "memshelf-mcp": {
      "command": "uvx",
      "args": [
        "memshelf-mcp"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "servers": {
    "memshelf-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "memshelf-mcp"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "mcpServers": {
    "memshelf-mcp": {
      "command": "uvx",
      "args": [
        "memshelf-mcp"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "memshelf-mcp": {
      "command": "uvx",
      "args": [
        "memshelf-mcp"
      ]
    }
  }
}

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by ignatenkofi

docshelf-mcp#6,591

View all ignatenkofi servers →

No task-specific alternatives are catalogued for memshelf-mcpyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Jul 25, 2026
Latest version published: Oct 7, 2026
Version history: 4 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Official MCP ↗listed since Jul 25, 2026 · still listed
Glama ↗listed since Jul 30, 2026 · still listed

Do you maintain memshelf-mcp? to correct or enrich this profile.

VERSIONS

Available versions (4)

Version	Published
0.4.0	Oct 7, 2026
0.3.0	Sep 10, 2026
0.2.0	Aug 4, 2026
0.1.0	Jul 25, 2026

STANDING

#8,258of 144,396 active serversTop 10%

Ranks ahead of 136,138 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.ignatenkofi%2Fmemshelf-mcp.svg)](https://mcptoplist.com/server/io.github.ignatenkofi%2Fmemshelf-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.ignatenkofi%2Fmemshelf-mcp"><img src="https://mcptoplist.com/badge/io.github.ignatenkofi%2Fmemshelf-mcp.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains memshelf-mcp?: memshelf-mcp is maintained by ignatenkofi, which publishes 2 MCP servers (9 total versions) tracked on MCP Toplist.
Is memshelf-mcp listed on the Official MCP Registry?: Yes — memshelf-mcp is listed on the Official MCP Registry, alongside Glama.
How many versions does memshelf-mcp have?: MCP Toplist tracks 4 versions of memshelf-mcp, most recently published on Oct 7, 2026.
Where can I find the source code for memshelf-mcp?: The source code for memshelf-mcp is hosted at github.com/ignatenkofi/memshelf-mcp.

Used in projects

Do you run this server?

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE

All MCP Servers Official MCP Servers GitHub MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers