mcp-server-memory
An MCP server that provides memory functionality to an agent (i.e., storing and retrieving contextual information during conversations/agent runs) via the Model Context Protocol interface.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
Security properties (TLS enforcement, auth, namespaces/tenant isolation, encryption at rest, retention controls) are not described in the provided prompt, so scores reflect uncertainty. If the MCP server stores memory, ensure it has tenant/workspace isolation and that secrets are not logged.
⚡ Reliability
Best When
You want lightweight agent memory accessible through MCP tools in an agentic workflow.
Avoid When
You need enterprise-grade security/compliance guarantees or well-defined operational semantics (retention, encryption, audit) that are not documented.
Use Cases
- • Persisting conversation facts or user preferences across multiple turns
- • Building “remembering” agents for support, tutoring, and assistants
- • Reducing repeated user prompts by retrieving prior context
- • Prototype/test of MCP-based tool integration for agent memory
Not For
- • Handling sensitive regulated data without strong governance controls
- • High-assurance storage where durability, encryption, retention, and audit requirements are strict
- • Replacing a full database/search system for complex querying
Interface
Authentication
No package-level authentication details were provided in the prompt, so auth/scopes/identity controls cannot be confirmed.
Pricing
Pricing not provided; likely self-hosted/open-source tooling.
Agent Metadata
Known Gotchas
- ⚠ Memory tools may grow unbounded if retention/TTL isn’t implemented or configured
- ⚠ Agents might store redundant/low-quality notes without chunking/summarization controls
- ⚠ Without explicit scoping, different users/workspaces could be mixed if the server lacks strong namespace controls
Alternatives
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Scores are editorial opinions as of 2026-04-04.