Graphmem
Rank #5,356io.github.sonic182/graphmem
Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.
What you can do with Graphmem
Graphmem is a Model Context Protocol (MCP) server published by sonic182. It ranks #5,356 of 164,084 active servers on MCP Toplist, and its repository has 8 GitHub stars. Graphmem is listed on Official MCP, with 4 tracked versions. It was first listed on Oct 4, 2026 and most recently updated on Oct 21, 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.
What Graphmem can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Graphmem
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 the Official MCP Registry, last synced Oct 30, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Graphmem and confirm it works
claude mcp add graphmem -- npx -y @sonic182/graphmem mcp[mcp_servers.graphmem]
command = "npx"
args = ["-y", "@sonic182/graphmem", "mcp"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"graphmem": {
"command": "npx",
"args": [
"-y",
"@sonic182/graphmem",
"mcp"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"graphmem": {
"command": "npx",
"args": [
"-y",
"@sonic182/graphmem",
"mcp"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"graphmem": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@sonic182/graphmem",
"mcp"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"graphmem": {
"command": "npx",
"args": [
"-y",
"@sonic182/graphmem",
"mcp"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"graphmem": {
"command": "npx",
"args": [
"-y",
"@sonic182/graphmem",
"mcp"
]
}
}
}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.
What changed, and when this was checked
- First listed
- Oct 4, 2026
- Latest version published
- Oct 21, 2026
- Version history
- 4 versions tracked (below)
- Requirements evidence
- Declared by the Official MCP Registry, last synced Oct 30, 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 21, 2026
- Official MCP ↗listed since Oct 9, 2026 · still listed
Do you maintain Graphmem? to correct or enrich this profile.
Available versions (4)
| Version | Published |
|---|---|
| 0.13.0 | Oct 21, 2026 |
| 0.12.0 | Oct 16, 2026 |
| 0.11.0 | Oct 9, 2026 |
| 0.10.1 | Oct 8, 2026 |
Ranks ahead of 158,728 of 164,084 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.sonic182%2Fgraphmem)<a href="https://mcptoplist.com/server/io.github.sonic182%2Fgraphmem"><img src="https://mcptoplist.com/badge/io.github.sonic182%2Fgraphmem.svg" alt="MCP Toplist: Top 5% of 164,084" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Graphmem?
- Graphmem is maintained by sonic182, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
- Is Graphmem listed on the Official MCP Registry?
- Yes — Graphmem is listed on the Official MCP Registry.
- How many versions does Graphmem have?
- MCP Toplist tracks 4 versions of Graphmem, most recently published on Oct 21, 2026.
- Where can I find the source code for Graphmem?
- The source code for Graphmem is hosted at github.com/sonic182/graphmem.
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.