mcp-knowledge-graph
Rank #3,271glama/shaneholloman/mcp-knowledge-graph
An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.
What you can do with mcp-knowledge-graph
mcp-knowledge-graph is a Model Context Protocol (MCP) server published by shaneholloman. It ranks #3,271 of 144,396 active servers on MCP Toplist, and its repository has 888 GitHub stars. mcp-knowledge-graph is listed across 3 registries — Glama, PulseMCP and mcp.so, with 5 release tags tracked from its GitHub repository. It was first listed on Dec 10, 2024 and most recently updated on Dec 22, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What mcp-knowledge-graph can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using mcp-knowledge-graph
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect mcp-knowledge-graph and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for mcp-knowledge-graphyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Dec 10, 2024
- Latest release tag
- Dec 22, 2025
- Version history
- 5 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- mcp.so ↗listed since Jun 4, 2026 · still listed
Do you maintain mcp-knowledge-graph? to correct or enrich this profile.
GitHub releases (5)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.3.2 | Dec 22, 2025 |
| v1.3.1 | Dec 22, 2025 |
| v1.3.0 | Dec 22, 2025 |
| v1.2.3 | Dec 22, 2025 |
| v1.2.2 | Dec 22, 2025 |
Ranks ahead of 141,125 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fshaneholloman%2Fmcp-knowledge-graph)<a href="https://mcptoplist.com/server/glama%2Fshaneholloman%2Fmcp-knowledge-graph"><img src="https://mcptoplist.com/badge/glama%2Fshaneholloman%2Fmcp-knowledge-graph.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains mcp-knowledge-graph?
- mcp-knowledge-graph is maintained by shaneholloman, which publishes 4 MCP servers (6 total versions) tracked on MCP Toplist.
- Is mcp-knowledge-graph listed on the Official MCP Registry?
- mcp-knowledge-graph is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
- How many versions does mcp-knowledge-graph have?
- No registry surfaces explicit version metadata for mcp-knowledge-graph; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on Dec 22, 2025.
- Where can I find the source code for mcp-knowledge-graph?
- The source code for mcp-knowledge-graph is hosted at github.com/shaneholloman/mcp-knowledge-graph.
Do you run this server?
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