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Compare · Memory

Memory vs Memory Bank MCP Server

Memory exposes 9 tools and adds about 949 tokens to every model turn. Memory Bank exposes 5 tools and adds about 323. Memory costs 2.9× as much context. Measured by connecting to each server and counting its tool list, not from the README.

MemorymodelcontextprotocolMemory Bankalioshr
Context tax~949 tok/turn~323 tok/turn(leaner)
Tools95
Cost per 1,000 turns (Claude Sonnet 5.5, uncached)$1.90$0.65
Security score95/10087/100
Cold start791 ms219 ms
RunsLocal (stdio)Local (stdio)
Needs keysNone declaredNone declared
FreshnessActiveAbandoned
GitHub stars91k921
License—MIT
Official MCP registryNoNo

Install in Claude Code

Memory

claude mcp add memory -- npx -y @modelcontextprotocol/server-memory
Cursor, VS Code, Claude Desktop, Windsurf

Memory Bank

claude mcp add memory-bank -- npx -y @allpepper/memory-bank-mcp
Cursor, VS Code, Claude Desktop, Windsurf

Tools

By name, from each server's live tool list. The same name can still behave differently.

Only in Memory · 9

  • create_entities
  • create_relations
  • add_observations
  • delete_entities
  • delete_observations
  • delete_relations
  • read_graph
  • search_nodes
  • open_nodes

In both · 0

  • none

Only in Memory Bank · 5

  • list_projects
  • list_project_files
  • memory_bank_read
  • memory_bank_write
  • memory_bank_update

Questions

Which uses fewer tokens, Memory or Memory Bank?
Memory Bank: its tool definitions take about 323 tokens per turn against 949 for Memory (2.9× more). Tool definitions are resent on every model turn.
Do Memory and Memory Bank have the same tools?
No tool names overlap: Memory has 9 tools and Memory Bank has 5.
Are Memory and Memory Bank hosted or local?
Memory: local (stdio). Memory Bank: local (stdio).

Token counts use the o200k tokenizer on each server's tool definitions as an agent receives them; clients that load tools lazily pay less. Prices are Claude Sonnet 5.5 input at $2/MTok. Want to check one yourself? Run npx mcpskillhub test <package> — how it works.