Graphicle
Rank #1,656io.github.Graphicle-AI/graphicle
Code graph and project memory for coding agents, cited to exact files and lines, on your machine.
What you can do with Graphicle
Graphicle is a Model Context Protocol (MCP) server published by Graphicle-AI. It ranks #1,656 of 151,849 active servers on MCP Toplist, and its repository has 349 GitHub stars. Graphicle is listed across 2 registries — Official MCP and Glama, with 4 tracked versions. It was first listed on Oct 14, 2026 and most recently updated on Oct 23, 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 Graphicle 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 Graphicle
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 24, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Graphicle and confirm it works
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-pc-windows-msvc.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-pc-windows-msvc.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-pc-windows-msvc.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-pc-windows-msvc.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-pc-windows-msvc.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-pc-windows-msvc.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-apple-darwin.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-pc-windows-msvc.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-x86_64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.5/graphicle-0.1.5-aarch64-unknown-linux-gnu.mcpb` — install it through your client’s extension manager.
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.
What changed, and when this was checked
- First listed
- Oct 14, 2026
- Latest version published
- Oct 23, 2026
- Version history
- 4 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 24, 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 24, 2026
- Official MCP ↗listed since Oct 18, 2026 · still listed
- Glama ↗listed since Oct 18, 2026 · still listed
Do you maintain Graphicle? to correct or enrich this profile.
Available versions (4)
| Version | Published |
|---|---|
| 0.1.5 | Oct 23, 2026 |
| 0.1.4 | Oct 22, 2026 |
| 0.1.3 | Oct 21, 2026 |
| 0.1.2 | Oct 18, 2026 |
Ranks ahead of 150,193 of 151,849 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/io.github.Graphicle-AI%2Fgraphicle)<a href="https://mcptoplist.com/server/io.github.Graphicle-AI%2Fgraphicle"><img src="https://mcptoplist.com/badge/io.github.Graphicle-AI%2Fgraphicle.svg" alt="MCP Toplist: Top 5% of 151,849" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Graphicle?
- Graphicle is maintained by Graphicle-AI, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
- Is Graphicle listed on the Official MCP Registry?
- Yes — Graphicle is listed on the Official MCP Registry, alongside Glama.
- How many versions does Graphicle have?
- MCP Toplist tracks 4 versions of Graphicle, most recently published on Oct 23, 2026.
- Where can I find the source code for Graphicle?
- The source code for Graphicle is hosted at github.com/Graphicle-AI/graphicle.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.