memory-server

npx -y @modelcontextprotocol/server-memory
A
96.5/100
9 tools · agent gemini:gemini-flash-latest

Dimensions

Schema Health97.8 ×1
Description Quality (heuristic)99.4 ×1
Security Signals100.0 ×2
Agent Task Success100.0 ×3
Tool-Selection Accuracy75.0 ×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
Examine the knowledge graph to discover what nodes currently exist, and then retrieve the full details for at least one 2/210075
Search the knowledge graph for any nodes matching the query 'project' and report the search results found.2/2100100
Search the knowledge graph for nodes related to 'user' or 'person', and if any matching node names are returned, open th2/210050
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
Tool-Selection Accuracy
low
server: agent did not call all expected tools
Examine the knowledge graph to discover what nodes currently exist, and then retrieve the full details for at least one (expected read_graph, open_nodes)
low
server: agent did not call all expected tools
Search the knowledge graph for nodes related to 'user' or 'person', and if any matching node names are returned, open th (expected search_nodes, open_nodes)