Knowledge & Memory

Persistent memory + context layer for AI dev teams. 17 tools via MCP.

FastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON).…

FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…

One shared, durable memory for your AI coding agents — local-first, zero-dependency.

Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option

Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.

Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.

Append-only event log for cross-agent context/memory sharing via 3 MCP tools.

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

Independent, reproducible benchmark harness for agent-memory backends.

Mines git history for file co-change patterns into a queryable knowledge graph via MCP.

Agent memory where every fact carries a receipt, and deletion is provable.

Governed memory for AI agents (Paramind AI): conflict-checked writes, time-travel reads, ACL, audit.

Local-first LLM deployment planner: GPU/VRAM sizing, cost and latency, with provenance

Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

Local-first, source-backed continuity for AI agents via stdio MCP.

Knowledge-graph memory server for AI tools via MCP

Evidence-gated verification, selection, and measurement MCP for coding agents.