Shodh Memory
Gives Claude persistent memory that learns from usage patterns instead of making LLM calls to store context. Implements Hebbian learning and activation decay so frequently accessed memories surface faster while stale ones fade. Runs entirely offline with local embeddings, stores data in RocksDB, and responds in under 200ms. Exposes 37 MCP tools including remember, recall, proactive_context, and a full GTD todo system with projects and causal lineage. Ships as a single 17MB binary with optional Docker deployment. Also supports Zenoh and ROS2 for robotics applications. Includes a TUI dashboard for browsing memories, viewing knowledge graphs, and managing tasks. Works with Claude Code, Cursor, or any MCP client without external dependencies.
- GitHub stars
- 217
- tools
- 51
- auth
- Secret needed
- transport
- STDIO
- env vars
- 3
- last updated
- Apr 9, 2026
Tools
51 toolsPublic tool metadata for what this MCP can expose to an agent.
remember
No parameter schema in public metadata yet.
recall
No parameter schema in public metadata yet.
recall_by_tags
No parameter schema in public metadata yet.
proactive_context
No parameter schema in public metadata yet.
context_summary
No parameter schema in public metadata yet.
list_memories
No parameter schema in public metadata yet.
read_memory
No parameter schema in public metadata yet.
forget
No parameter schema in public metadata yet.
quick_recall
No parameter schema in public metadata yet.
query
No parameter schema in public metadata yet.
topic
No parameter schema in public metadata yet.
what_i_know
No parameter schema in public metadata yet.
recent_memories
No parameter schema in public metadata yet.
pending_work
No parameter schema in public metadata yet.
count
No parameter schema in public metadata yet.
memory_health
No parameter schema in public metadata yet.
session_summary
No parameter schema in public metadata yet.
session_digest
No parameter schema in public metadata yet.
session_history
No parameter schema in public metadata yet.
fact_narratives
No parameter schema in public metadata yet.
purge_facts
No parameter schema in public metadata yet.
add_todo
No parameter schema in public metadata yet.
list_todos
No parameter schema in public metadata yet.
update_todo
No parameter schema in public metadata yet.
complete_todo
No parameter schema in public metadata yet.
delete_todo
No parameter schema in public metadata yet.
reorder_todo
No parameter schema in public metadata yet.
list_subtasks
No parameter schema in public metadata yet.
add_todo_comment
No parameter schema in public metadata yet.
list_todo_comments
No parameter schema in public metadata yet.
update_todo_comment
No parameter schema in public metadata yet.
delete_todo_comment
No parameter schema in public metadata yet.
todo_stats
No parameter schema in public metadata yet.
add_project
No parameter schema in public metadata yet.
list_projects
No parameter schema in public metadata yet.
archive_project
No parameter schema in public metadata yet.
delete_project
No parameter schema in public metadata yet.
set_reminder
No parameter schema in public metadata yet.
list_reminders
No parameter schema in public metadata yet.
dismiss_reminder
No parameter schema in public metadata yet.
memory_stats
No parameter schema in public metadata yet.
verify_index
No parameter schema in public metadata yet.
repair_index
No parameter schema in public metadata yet.
token_status
No parameter schema in public metadata yet.
reset_token_session
No parameter schema in public metadata yet.
consolidation_report
No parameter schema in public metadata yet.
backup_create
No parameter schema in public metadata yet.
backup_list
No parameter schema in public metadata yet.
backup_verify
No parameter schema in public metadata yet.
backup_restore
No parameter schema in public metadata yet.
backup_purge
No parameter schema in public metadata yet.
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SHODH_API_URLdefault: http://127.0.0.1:3030URL of the shodh-memory backend server
SHODH_API_KEYsecretAPI key for authentication
SHODH_USER_IDdefault: defaultUser ID for memory isolation
Readme
Shodh-Memory
Persistent cognitive memory for AI agents and robots — with no LLM in the loop. Remembers what matters, forgets what doesn't, gets smarter with use.
Details
- Repository
- github.com/varun29ankus/shodh-memory
- Categories
- AI & LLM Tools, Documents & Knowledge, Search & Web Crawling
- Package
@shodh/memory-mcp- Transport
- STDIO
- Auth
- Required
- Registry
- MCP registry, active
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