KARP Graph Lite
Rank #63,791glama/souldriver007/karp-graph-lite
Provides Claude Desktop with persistent, structured memory and semantic search via a local SQLite knowledge graph, plus a web UI for visualization and management.
What you can do with KARP Graph Lite
KARP Graph Lite is a Model Context Protocol (MCP) server published by souldriver007. It ranks #63,791 of 144,396 active servers on MCP Toplist. KARP Graph Lite is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Feb 26, 2026 and most recently updated on Feb 26, 2026.
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 KARP Graph Lite 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 KARP Graph Lite
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 KARP Graph Lite 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 KARP Graph Liteyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Feb 26, 2026
- Latest release tag
- Feb 26, 2026
- Version history
- 1 release tag 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 May 28, 2026 · still listed
Do you maintain KARP Graph Lite? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.0.0 | Feb 26, 2026 |
Ranks ahead of 80,605 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%2Fsouldriver007%2Fkarp-graph-lite)<a href="https://mcptoplist.com/server/glama%2Fsouldriver007%2Fkarp-graph-lite"><img src="https://mcptoplist.com/badge/glama%2Fsouldriver007%2Fkarp-graph-lite.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains KARP Graph Lite?
- KARP Graph Lite is maintained by souldriver007, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
- Is KARP Graph Lite listed on the Official MCP Registry?
- KARP Graph Lite is not on the Official MCP Registry. It is listed on Glama.
- How many versions does KARP Graph Lite have?
- No registry surfaces explicit version metadata for KARP Graph Lite; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Feb 26, 2026.
- Where can I find the source code for KARP Graph Lite?
- The source code for KARP Graph Lite is hosted at github.com/souldriver007/karp-graph-lite.
Do you run this server?
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