memory-server

npx -y @modelcontextprotocol/server-memory
A
95.4/100
9 tools · agent gemini:gemini-flash-latest

Dimensions

Schema Health97.8 ×1
Description Quality (heuristic)99.4 ×1
Security Signals100.0 ×2
Agent Task Success83.3 ×3
Tool-Selection Accuracy100.0 ×1.5
Tool Reliability100.0 ×1
Response Safety (runtime)100.0 ×1
Robustness100.0 ×1

Agent evaluation

3 tasks × 2 repeat(s)  gemini:gemini-flash-latest
TaskPassScoreTools
Search the knowledge graph for nodes related to 'Quantum Encryption' using search_nodes, and then inspect the node named1/250100
Retrieve the complete knowledge graph using read_graph to identify all top-level category nodes and list their names.2/2100100
Directly fetch the node details for 'Service_Gateway' and 'Auth_Service' using open_nodes to verify their current operat2/2100100
Excluded (possibly-mutating) tools: create_entities, create_relations, add_observations, delete_entities, delete_observations, delete_relations

Findings

Schema Health
low
add_observations: property 'observations' has no description
low
create_entities: property 'entities' has no description
low
create_relations: property 'relations' has no description
low
delete_observations: property 'deletions' has no description
Description Quality (heuristic)
low
read_graph: description is short
31 chars
Agent Task Success
low
server: agent failed a task (1/2 passed) — agent did not complete it (agent signal)
Search the knowledge graph for nodes related to 'Quantum Encryption' using search_nodes, and then inspect the node named — Although the agent called the requested tools, the knowledge graph was empty and the agent was unable to extract or report the key rotation