About NOVA Cognition Framework
NOVA Cognition Framework is an MCP server in the Agents category: persistent shard-based memory and multi-agent orchestration for AI agents, served over MCP.
Install
git clone https://github.com/Vintersong/NOVA-Cognition-FrameworkThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (23)
nova_cache_prewarmFire a max_tokens=0 cache-write call with top-N shard summaries so subsequent requests receive Anthropic cache reads
Parameters not published.
nova_forgemaster_sprintFull 4-turn sprint pipeline
Parameters not published.
nova_graph_queryQuery knowledge graph (direct or transitive BFS)
Parameters not published.
nova_graph_relateAdd directed relation between shards
Parameters not published.
nova_obsidian_exportExport shard set as Obsidian-compatible markdown vault
Parameters not published.
nova_session_flushPersist active session to disk
Parameters not published.
nova_session_listList all persisted session IDs
Parameters not published.
nova_session_loadRestore flushed session to memory
Parameters not published.
nova_shard_archiveSoft-archive — excluded from search, preserved on disk
Parameters not published.
nova_shard_consolidateFull NÓTT cycle: decay + compact + merge suggestions
Parameters not published.
Show all 23 tools
nova_shard_createCreate shard with post-write embedding enrichment; accepts `prov_source_type` / `prov_validator` / `prov_mechanism` to seed its epistemic provenance record
Parameters not published.
nova_shard_forgetHard exclude with provenance log
Parameters not published.
nova_shard_getRead full shard — no side effects
Parameters not published.
nova_shard_get_fullCold-path full-body fetch — returns summary + conversation body
Parameters not published.
nova_shard_indexCompact browse rows, metadata only
Parameters not published.
nova_shard_interactLoad shards into context — HUGINN fast pass, MUNINN deep rerank
Parameters not published.
nova_shard_listFull raw dump (legacy; prefer index/summary)
Parameters not published.
nova_shard_mergeMerge shards into meta-shard, updates graph
Parameters not published.
nova_shard_query_stateQuery SQLite shard index by epistemic state vector (confidence, valence, arousal)
Parameters not published.
nova_shard_searchConfidence-weighted keyword + ravens search
Parameters not published.
nova_shard_summaryBrowse rows plus a short synopsis per shard
Parameters not published.
nova_shard_updateAppend turn — auto-compaction triggered at threshold
Parameters not published.
nova_shard_validateRecord an epistemic validation event on a shard's provenance record (`source_type`, `validator`, `mechanism`, `confidence_delta`, supersession); positive `confidence_delta` routes through the corroboration path — confidence may only rise this way
Parameters not published.
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