agentdb

Episodic replay (Reflexion) + skill library. /remember and /recall slash commands; agentdb-curator agent for nightly consolidation; aidefence prompt-injection screening of memory writes.

4 skills · 2 commands · 1 agent

AgentDB's own standalone MCP server (npx agentdb mcp start, pinned to the plugin version) with a memory specialist agent, vector-memory, reflexion-learning and setup-diagnostics skills, /agentdb-status, and a mod that keeps secrets out of memory and refuses destructive admin tools unless enabled. Supplies the agentdb server the other agentdb-* plugins call. Distinct from ruflo-agentdb, which bridges AgentDB through ruflo's MCP server.

3 skills · 1 command · 1 agent · 1 MCP server

Causal graph + hierarchical memory. /link and /explain-link slash commands; agentdb-investigator agent for root-cause traversal.

3 skills · 2 commands · 1 agent

Graph queries — Cypher execution, k-hop traversal, hyperedge search, plus exact min cut (@ruvector/mincut-wasm) and Personalized PageRank sparsification (@ruvector/graph-transformer).

4 skills · 1 command

RL + Thompson Sampling bandit. 9 algorithms (Q-Learning, PPO, MCTS, etc.); /learn-task and /route-task slash commands.

3 skills · 2 commands

Advanced retrieval — MMR diversity rerank, explainable recall, metadata filters, hybrid (BM25 + dense) search, and the opt-in RaBitQ quantized index (@ruvector/rabitq-wasm).

4 skills · 1 command

Foundation plugin — pattern store, search, stats. Surfaces agentdb_pattern_store, agentdb_pattern_search, agentdb_pattern_stats.

2 skills · 1 command