Home › Servers › Knowledge & Memory › penfieldlabs/penfield-mcp

penfieldlabs/penfield-mcp

penfieldlabs/penfield-mcp
MCP Server Stale AGPL-3.0 cloud

Penfield: persistent memory with hybrid search (BM25 + vector + graph), 24 relationship types for knowledge graphs, context checkpoints for cognitive handoff, artifact storage, and personality system. Works across Claude, Cursor, Windsurf, and any MCP client.

D Quality 41/100 ★ 6 stars Updated 4mo ago Dockerfile
View on GitHub →

Installation

Install from source

git clone https://github.com/penfieldlabs/penfield-mcp.git
# See the repository README for setup instructions

Quality score breakdown

Transparent heuristic — same formula for every entry. Total 41/100.

GitHub stars (log scale)8/40
Maintenance activity8/25
License present10/10
Official project0/10
Not archived5/5
Meaningful description5/5
Repo topics set5/5

Related in Knowledge & Memory

upstash/context7 A

upstash/context7
MCP Server Active

Up-to-date code documentation for LLMs and AI code editors.

★ 60.7k TypeScript today Score 90

topoteretes/cognee A

topoteretes/cognee
MCP Server Active

Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources

★ 30k Python today Score 90

vectorize-io/hindsight A

vectorize-io/hindsight
MCP Server Active

Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory

★ 19.9k Python today Score 90

skill-seekers/Skill_Seekers A

yusufkaraaslan/Skill_Seekers
MCP Server Active

Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ target platforms.

★ 14.8k Python 4d ago Score 90

basicmachines-co/basic-memory A

basicmachines-co/basic-memory
MCP Server Active

Persistent, local-first AI memory: a semantic knowledge graph of plain Markdown files that humans and LLMs both read and write. Works with any MCP client, with optional cloud sync and team workspaces.

★ 3.7k Python today Score 86

gamosoft/NoteDiscovery A

gamosoft/NoteDiscovery
MCP Server Active

Self-hosted plain-markdown knowledge base with a built-in MCP server. Lets Claude Desktop, Cursor, and any MCP client search, read, create, edit, tag, and template notes — same vault that powers the web UI. Pure-stdlib client, no extra deps, MIT-licensed. Can run in Docker.

★ 2.7k JavaScript today Score 84