Memory MCP
UnclaimedEnhanced Model Context Protocol memory server with timestamps, tags, importance, search, and export capabilities
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mcp-server-memorySet up this server
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40 of 40 tools
Documented tools (40)
From project documentation. A server handshake does not verify each tool’s description or behavior.
add_observations
Add observations to entities
add_tag_alias
Create tag synonym
add_tags
Add tags to an entity
add_tags_to_multiple_entities
Bulk tag operation
analyze_query
Extract entities, temporal references, and classify query complexity
boolean_search
Boolean queries (AND/OR/NOT)
create_entities
Create multiple new entities
create_relations
Create relations between entities
delete_entities
Remove entities and their relations
delete_observations
Remove specific observations
delete_relations
Remove specific relations
delete_saved_search
Delete a saved search
execute_saved_search
Execute a saved search
find_similar_entities
Find entities similar to a reference entity
fuzzy_search
Typo-tolerant search
get_aliases_for_tag
Get aliases for canonical tag
get_children
Get immediate children
get_search_suggestions
"Did you mean?" suggestions
hybrid_search
Multi-layer search combining semantic, lexical, and symbolic signals
index_embeddings
Build or rebuild the semantic search index
list_saved_searches
List all saved searches
list_tag_aliases
List all aliases
merge_tags
Merge two tags into one
normalize_observations
Normalize observations (resolve pronouns, anchor dates)
open_nodes
Retrieve specific nodes by name
read_graph
Read entire knowledge graph
remove_tag_alias
Remove an alias
remove_tags
Remove tags from an entity
replace_tag
Replace tag globally
resolve_tag
Resolve alias to canonical form
save_search
Save search query for reuse
search_auto
Auto-select best search method
search_by_date_range
Filter by date range
search_nodes
Search with filters (tags, importance)
search_nodes_ranked
TF-IDF relevance ranking
semantic_search
Search by semantic similarity using embeddings
set_entity_parent
Set/remove parent relationship
set_importance
Set entity importance (0-10)
smart_search
Reflection-based iterative search until results meet adequacy threshold
update_saved_search
Update saved search parameters
Tool change history
FAQ
Questions about Memory MCP Server
- How do I connect Memory MCP Server to Claude?
- The listing records `mcp-server-memory` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, VS Code as compatible clients.
- Is Memory MCP Server free?
- The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
- What can Memory MCP Server do?
- Memory MCP Server documents 40 tools to the agent, including add_observations, add_tag_alias, add_tags. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.