Install mengram-ai from PyPI
Install exact version 2.33.0. The executable name has not been verified, so it is intentionally not guessed.
python -m pip install 'mengram-ai==2.33.0'MCP server intelligence profile
Mengram MCP Server
AI memory layer with 3 types — semantic (facts), episodic (events), procedural (workflows that evolve from failures). 21 MCP tools
1Distribution channel
PendingTool inventory
0Linked remote endpoints
AvailableVersion intelligence
Detailed security scan evidence is not public for this MCP yet. Public identity, registry metadata, and independently observed protocol inventory remain available.
Install and connect
Installation and connection instructions are shown only when supported by retained package, repository, or endpoint evidence.
Identity
| Canonical slug | mengram-5e1ae5f1 | Deployment | Hybrid |
|---|---|---|---|
| Canonical package | pypi:mengram-ai | Repository | alibaizhanov/mengram |
| First published | Jul 28, 2026 | Latest release | Sep 4, 2026 |
| Last security verification | — | Classification confidence | 82% |
| Publication | Draft | Official distribution | Not verified |
Distributions
| Channel | Identifier | Current version | Versions | Source |
|---|---|---|---|---|
| pypi | mengram-ai | 2.33.0 | 3 | Repository |
Current release
| Package | Version | Published / observed | Inventory | Security scan |
|---|---|---|---|---|
| pypimengram-ai | 2.33.0Current | Sep 4, 2026 | — | Evidence restricted |
Enterprise protection
Continuously monitor this MCP for security risk
Independently scan the exact version your agents use, receive alerts when its risk changes, and investigate every finding with retained version evidence.
- Independent exact-version security scans
- Continuous release and vulnerability monitoring
- Risk-change alerts with capability context
- Historical evidence and API exports
Custom pricingContact salesTailored to your organization, integrations, data needs, and support requirements.
Current version evidence
No public current-version evidence is available yet.
Best available protocol inventory
Tool inventory is pending. This does not mean the MCP exposes zero tools. Tools, resources, templates, and prompts appear here after the current version completes independent protocol inventory.
Remote endpoints
| Endpoint | Transport | Authentication | Health | Observed |
|---|---|---|---|---|
| No verified remote endpoint is linked. | ||||
Mengram MCP Server questions
How do I install Mengram MCP Server?
Install the selected package version with: python -m pip install 'mengram-ai==2.33.0'
What tools does Mengram MCP Server provide?
A current independently observed tool inventory is not available yet. This does not mean Mengram MCP Server exposes zero tools.
Is Mengram MCP Server secure?
The selected current version does not yet have completed public verification. Unknown does not mean clean or vulnerable.
Explore related MCP server guides
Curated product and capability guides containing this catalog record.