Knowledge Management Python Packages

basic-memory

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

research-hub-pipeline

AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all three, through CLI, MCP, REST, and dashboard.

kluris

Turn AI agents into team SMEs. Kluris builds a shared, human-curated knowledge brain (decisions, constraints, incidents, tribal knowledge) as markdown in a git repo. Queryable via slash commands from Claude Code, Codex, Cursor, Windsurf, Cline, Gemini CLI.

bkmr

Knowledge Management for Humans and Agents

myco

Self-evolving cognitive organism for AI agents — eternal devouring, eternal evolution.

memtomem

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

agentic-beacon

Template repository for teams to establish standardized agentic coding practices with centralized context, knowledge, and skills management

helm-agent-ops

Stability-first operations CLI for long-running AI agent workspaces.

obsidiantools

Obsidian tools - a Python package for analysing an Obsidian.md vault

seeklink

SeekLink — hybrid semantic search for markdown vaults. Four-channel RRF fusion, MLX reranker, native CJK support. Fully local.

socratic-knowledge

RAG (Retrieval-Augmented Generation) with semantic search and embeddings

trw-mcp

Engineering memory MCP server for Claude Code — patterns, gotchas, and project knowledge that persist across sessions

keephive

A knowledge sidecar for Claude Code. It captures what you learn, verifies it stays true, and surfaces it when relevant.

sugarai

Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution.

athenaeum

Open source knowledge management pipeline — passive recall, append-only intake, tiered compilation, configurable schemas

engram-team

Agent memory platform.

hypertag

HyperTag - Intuitive Knowledge Management WebApp & CLI for Humans using Deep Learning & Tags

mcp-logseq

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.

projectmem

Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas — your AI starts experienced, not amnesiac. Native MCP server verified across Claude Desktop, Cursor, Antigravity, and Codex. 100% local · no cloud · no telemetry · MIT.

trw-memory

Standalone AI agent memory engine — hybrid search (BM25 + vectors), Q-learning scoring, Ebbinghaus decay, tiered storage, knowledge graph. Part of TRW Framework.

uni-db

Uni is a modern, embedded database that combines property graph (OpenCypher), vector search, and columnar storage (Lance) into a single, cohesive engine. It is designed for applications requiring local, fast, and multimodal data access, backed by object storage (S3/GCS) durability.

fmql

Graph queries for your directories of frontmatter markdown documents. Neo4j-inspired syntax. Manage personal knowledge graphs, static websites, or agentic workflows. pip install fmql && fmql --help

voxn

A local-first memory layer for users and AI agents to capture, search, and synthesize project context.

plato-room-phi

PLATO room knowledge integration measurement - Phi computation for tile quality assessment