mcpbeat Sign in

Knowledge Graph MCP Server

by zcsabbagh Your server? Claim it
local only

Knowledge Graph MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 102 installs a week from pypi. Last commit 30 Dec 2025.

Knowledge graph MCP for student learning with spaced repetition and mastery tracking

Installs per day peak 26 · avg 12 · +16% w/w
a month agotoday
102
Installs / week
pypi · knowledge-graph-mcp
1
Stars
0 open issues
30 Dec 2025
Last commit
from GitHub
MIT
License
Python

Nothing serious here today

Today is the operative word: we check Knowledge Graph MCP every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add knowledge-graph-mcp -- uvx knowledge-graph-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "knowledge-graph-mcp": {
      "command": "uvx",
      "args": [
        "knowledge-graph-mcp"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.knowledge-graph-mcp]
command = "uvx"
args = ["knowledge-graph-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "knowledge-graph-mcp": {
      "command": "uvx",
      "args": [
        "knowledge-graph-mcp"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "knowledge-graph-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "knowledge-graph-mcp"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: KNOWLEDGE_GRAPH_DB_PATH (Custom path for SQLite database file (optional, defaults to ~/.knowledge_graph/knowledge.db)).

Alternatives to Knowledge Graph MCP

same job, measured the same way
Knowledge Forest
by znecho9

Local-first personal knowledge and learning memory for AI tutors with evidence-gated mastery.

local only
Kindex
by wandercom

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

1 132 installs/wk local only
Kindex
by jmcentire

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

local only
Memograph
by indhar01

Graph-based memory system for LLMs with knowledge graphs and semantic search.

51 installs/wk local only
Mnemograph
by tm42

Event-sourced knowledge graph memory for AI coding agents with semantic search

205 installs/wk local only
Neuromcp
by adelelo13

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

403 installs/wk local only
Octobrain
by muvon

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

844 installs/wk local only
Alaya MCP
by securityronin

Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall

126 installs/wk local only

Knowledge Graph MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Knowledge Graph MCP?
Knowledge Graph MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package knowledge-graph-mcp was installed 102 times last week.
How do I connect Knowledge Graph MCP?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls knowledge-graph-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use Knowledge Graph MCP?
The pypi package knowledge-graph-mcp was installed 102 times in the last week. Week over week that is +16%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Knowledge Graph MCP open source?
Yes — it is published under the MIT licence, written in Python and 1 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.