Dakera Mcp
Connects Claude or any MCP client to a Dakera memory instance for persistent agent memory with decay-weighted vector storage. Ships with 14 high-frequency tools by default (store, recall, search, sessions, knowledge graphs) to keep token overhead around 3K, then lets you discover and load 72 more on demand from admin, power, and all tiers. The tiered profile system means you pay token cost only for the operations you actually need. Requires a running Dakera server, either self-hosted via Docker or their managed instance. Scores 88.2% on the LoCoMo benchmark. Useful when you need agents to remember context across sessions without hardcoding retrieval logic or burning 15K tokens on unused tool schemas.
- GitHub stars
- 9
- tools
- 14
- transport
- STDIO
- last updated
- Oct 22, 2026
Tools
14 toolsPublic tool metadata for what this MCP can expose to an agent.
dakera_storeStore a memory with importance, tags, and type
Store a memory with importance, tags, and type
No parameter schema in public metadata yet.
dakera_recallSemantic recall by query text
Semantic recall by query text
No parameter schema in public metadata yet.
dakera_searchAdvanced memory search with tag/type filters
Advanced memory search with tag/type filters
No parameter schema in public metadata yet.
dakera_session_startStart a session to group related memories
Start a session to group related memories
No parameter schema in public metadata yet.
dakera_session_endEnd a session with optional summary
End a session with optional summary
No parameter schema in public metadata yet.
dakera_batch_recallBulk filter-based recall (by tags, importance, time)
Bulk filter-based recall (by tags, importance, time)
No parameter schema in public metadata yet.
dakera_forgetDelete specific memories by ID
Delete specific memories by ID
No parameter schema in public metadata yet.
dakera_hybrid_searchCombined vector + BM25 search
Combined vector + BM25 search
No parameter schema in public metadata yet.
dakera_fulltext_searchBM25 full-text search
BM25 full-text search
No parameter schema in public metadata yet.
dakera_knowledge_graphBuild a knowledge graph from a seed memory
Build a knowledge graph from a seed memory
No parameter schema in public metadata yet.
dakera_extractExtract entities and structure from free-form text
Extract entities and structure from free-form text
No parameter schema in public metadata yet.
dakera_batch_forgetBulk delete by tags, type, or time range
Bulk delete by tags, type, or time range
No parameter schema in public metadata yet.
dakera_discover_toolsSearch the full tool catalog by keyword or tier
Search the full tool catalog by keyword or tier
No parameter schema in public metadata yet.
dakera_load_toolsLoad full schemas for specific tools on demand
Load full schemas for specific tools on demand
No parameter schema in public metadata yet.
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Details
- Repository
- github.com/dakera-ai/dakera-mcp
- Categories
- AI & LLM Tools, Reverse Engineering
- Package
ghcr.io/dakera-ai/dakera-mcp:0.12.3- Transport
- STDIO
- Registry
- MCP registry, active
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