Mengram
Rank #1,969io.github.alibaizhanov/mengram
Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows
What you can do with Mengram
Mengram is a Model Context Protocol (MCP) server published by alibaizhanov. It ranks #1,969 of 144,396 active servers on MCP Toplist, and its repository has 204 GitHub stars. Mengram is listed across 3 registries — Official MCP, Glama and mcp.so, with 1 tracked version. It was first listed on Feb 25, 2026 and most recently updated on Jul 20, 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 Mengram 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 Mengram
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
MCP Toplist probed the public endpoint on Aug 29, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Hosted endpoint declared as requiring authentication.
Connect Mengram and confirm it works
claude mcp add --transport http mengram https://mengram.io/mcpThis endpoint requires authentication — see the server’s docs for credentials.
[mcp_servers.mengram]
url = "https://mengram.io/mcp"Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.
https://mengram.io/mcpSettings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"mengram": {
"url": "https://mengram.io/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.
{
"servers": {
"mengram": {
"type": "http",
"url": "https://mengram.io/mcp"
}
}
}Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"mengram": {
"serverUrl": "https://mengram.io/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"mengram": {
"url": "https://mengram.io/mcp"
}
}
}This endpoint requires authentication — see the server’s docs for credentials.
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.
When to choose another server
No task-specific alternatives are catalogued for Mengramyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Feb 25, 2026
- Latest version published
- Jul 20, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- MCP Toplist probed the public endpoint on Aug 29, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- Official MCP ↗listed since Jul 20, 2026 · still listed
- mcp.so ↗listed since Aug 26, 2026 · still listed
Do you maintain Mengram? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| 2.25.4 | Jul 20, 2026 |
Ranks ahead of 142,427 of 144,396 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.alibaizhanov%2Fmengram)<a href="https://mcptoplist.com/server/io.github.alibaizhanov%2Fmengram"><img src="https://mcptoplist.com/badge/io.github.alibaizhanov%2Fmengram.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Mengram?
- Mengram is maintained by alibaizhanov, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
- Is Mengram listed on the Official MCP Registry?
- Yes — Mengram is listed on the Official MCP Registry, alongside Glama and mcp.so.
- How many versions does Mengram have?
- MCP Toplist tracks 1 version of Mengram, most recently published on Jul 20, 2026.
- Where can I find the source code for Mengram?
- The source code for Mengram is hosted at github.com/alibaizhanov/mengram.
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.