MCP servers › io.github.Graphicle-AI › graphicle
MCP server · registry snapshot 2026-10-24
io.github.Graphicle-AI/graphicle
Code graph and project memory for coding agents, cited to exact files and lines, on your machine. — the publisher's description
Summary
io.github.Graphicle-AI/graphicle is a local MCP server listed in the official MCP registry at version 0.1.6.
Record checks
5 of 5 record checks met · 4 do not apply
- met: Registry entry is active and says how to run it
- met: Source repository link opens
- met: Repository is not archived
- met: Code pushed to the repository in the 90 days before our check
- met: Repository publishes a security policy (SECURITY.md)
- not applicable: Package names its licence with a standard (SPDX) identifier
- not applicable: The version the registry lists can be installed and is not withdrawn
- not applicable: npm package carries build provenance (attestation)
- not applicable: No known critical or high advisory in the package or its dependencies
- Not ranked by downloads: not an npm or PyPI package
- #382 of 22,836 repositories by GitHub stars
From public records, not a safety rating. Each check with its reason · Is it safe to install?
Key facts
- Runs
- local package
- Transport
- standard input/output
- Package
- MCP bundle
- Repository
- public
- Topic
- developer-toolsAI-classified
- Last tested
- not tested
How fresh this is
- Live-tested
- no
- Last tested
- not tested
- Latest version
- 0.1.6, published 2026-10-24 (registry, as of the 2026-10-24 snapshot)
- First listed version
- 2026-10-18 (earliest version still in the registry; older removed versions would be earlier)
- Version history
- 5 versions listed, 2026-10-18 to 2026-10-24; 5 in the 90 days before the 2026-10-24 snapshot.(versions still listed in the registry only)
Most recent 5 versions
0.1.6· 2026-10-240.1.5· 2026-10-230.1.4· 2026-10-220.1.3· 2026-10-210.1.2· 2026-10-18
- Registry data
- snapshot 2026-10-24
- Package and repository
- checked 2026-10-24
Changes since the last refresh
Version 0.1.4 (published 2026-10-22) → 0.1.6 (published 2026-10-24), between the registry lists of 2026-10-23 and 2026-10-24.
The publisher’s GitHub release note for v0.1.6 (“Graphicle 0.1.6”), published 2026-10-24.
Read the release note (the publisher’s text, shown as plain text)
Every crate is at 0.1.6, and `graphicle --version` prints `graphicle 0.1.6 (core)`. ### SDKs - The Python and TypeScript SDKs allow plain `http://` to every loopback address: the rest of 127.0.0.0/8, such as `127.0.0.2`, and IPv4-mapped loopback, such as `[::ffff:127.0.0.1]`, as well as `127.0.0.1`, `[::1]` and `localhost`. Before, a local service on another loopback address needed `insecure_http=True` (Python) or `insecureHttp: true` (TypeScript) (#9, by @rudycelekli). The Python SDK reads an IPv4-mapped address by its IPv4 address on every Python version, and its requests to all of these addresses ignore proxy settings, as they did for `127.0.0.1`. ### Security - tokio 1.53.3 and ctutils 0.4.4, for RUSTSEC-2026-0386 (the safe constructors of tokio's `AsyncFd` break I/O safety; Graphicle does not call them) and RUSTSEC-2026-0385 (ctutils made masks and `u128` comparisons that were not constant-time). Only the lock files and the third-party licence pages change. - The Python environment of the engine's comparison suite pins pypdf 6.21.2, which fixes security advisories. ### Documentation - `docs/benchmarks.md` has a section of [independent measurements](https://github.com/Graphicle-AI/graphicle/blob/v0.1.6/docs/benchmarks.md#independent-measurements). Its first entry is the rerun by @selimaytac, who reported #8, of their 22 questions about kubernetes on an Apple M3 Pro, with no answer model: `graphicle context` took a median of 153.5 s per question on 0.1.3 and 9.5 s on 0.1.5, and the prompt hook returned a packet for 18 of 22. ## Install ```sh brew install graphicle-ai/tap/graphicle # or curl -fsSL https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.6/install.sh | sh -s -- --version 0.1.6 ``` On Windows (x86-64, preview), in PowerShell: ```powershell $env:GRAPHICLE_VERSION = '0.1.6'; irm https://github.com/Graphicle-AI/graphicle/releases/download/v0.1.6/install.ps1 | iex ``` Each archive's SHA-256 sum is in SHA256SUMS and beside it in a .sha256 file. graphicle.exe and graphicle-graph.exe in the Windows archive carry a signature from a SignPath test certificate. Windows does not trust that certificate, so it treats them as unsigned programs and may warn before it runs them. [Code signing policy](https://github.com/Graphicle-AI/graphicle/blob/v0.1.6/docs/code-signing.md)
Source: the official MCP Registry list on 2026-10-23 and on 2026-10-24; release notes from the GitHub Releases API, checked 2026-10-24.
What it is
How do I add it to my client?
Config from the registry entry
- No config: the MCP bundle is a file to install in a client that supports bundles, not a command.
Built from the server's registry entry with each client's documented format (checked 2026-10-14; the Cursor link and the VS Code command 2026-10-19; the MCP Inspector command 2026-10-21). Values in < > are yours to fill in; this page never contains a key. Where the server needs a setting the entry does not declare, it can still fail to start.
Does the registry listing match what we found?
Feature #6The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.
| Registry says | We found | Result | Source · date |
|---|---|---|---|
| Repository github.com/Graphicle-AI/graphicle | Opens publicly | matches | api.github.com · 2026-10-24 |
Who made it?
Feature #7 · lineage
Facts about the publisher. We do not turn them into a trust score.
- Namespace
- io.github.Graphicle-AI
- GitHub owner
- an organization (Graphicle-AI)
- Repository
- github.com/Graphicle-AI/graphicle
- Stars
- 352
- Repository age
- 0–30 days
- Last push
- 0–30 days ago
- Archived
- no
- Security policy
- SECURITY.md
Source: the registry entry and api.github.com · 2026-10-24; security policy read from GitHub · 2026-10-23.
Publish this server? Run these checks against it yourself before release, from your own machine: a server the command starts, or your own server at its URL after a one-time proof that you control it: npx protocolprobe-selftest.
Choosing
Record checks
Public records · not a safety rating5 of 5 record checks met · 4 do not apply
- Not ranked by downloads: not an npm or PyPI package
- #382 of 22,836 repositories by GitHub stars
- MetRegistry entry is active and says how to run itActive, with a package or a remote address.
- MetSource repository link opensThe linked GitHub repository is public.
- MetRepository is not archivedNot archived.
- MetCode pushed to the repository in the 90 days before our checkLast push 0-30 days before our check.
- MetRepository publishes a security policy (SECURITY.md)SECURITY.md found.
- Does not applyPackage names its licence with a standard (SPDX) identifierNot an npm or PyPI package.
- Does not applyThe version the registry lists can be installed and is not withdrawnNot an npm or PyPI package.
- Does not applynpm package carries build provenance (attestation)PyPI packages have no npm-style attestation.
- Does not applyNo known critical or high advisory in the package or its dependenciesNot an npm or PyPI package.
Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-24. No tool was called. Only “met” and “not met” are counted, so the total differs between servers; a check that does not apply or that we could not run is listed, never counted against it. It is not a safety rating. How each check works · Leaderboards
Common questions about io.github.Graphicle-AI/graphicle
Answered from the data aboveIs io.github.Graphicle-AI/graphicle safe to install?
We do not rate servers as safe or unsafe. 5 of its 5 applicable record checks are met (facts from public records, each listed on this page). What the records show: Its source repository opens publicly. Its repository had a push in the last 90 days. These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.
Has io.github.Graphicle-AI/graphicle been security tested?
Not yet. It could be started, but has not been tested yet. This is our limit, not the server's.
Does io.github.Graphicle-AI/graphicle publish a security policy?
Yes: its repository has a public security policy (github.com/graphicle-ai/graphicle/blob/HEAD/SECURITY.md). That is the publisher's statement, not permission for us to test the server, and we call none of its tools.
Where is the source code of io.github.Graphicle-AI/graphicle?
In github.com/Graphicle-AI/graphicle, which opens publicly.
Found this page useful?
Anonymous · no sign-inA quick, anonymous reaction — no account, no email. One per kind from your browser. The tally updates when the page is next refreshed, and it is only a rough count, never a safety rating or a measured number of people.
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Active servers whose topic is also “developer-tools”, most GitHub stars first. The topic and the tool kinds are an AI model's reading of the publishers' descriptions, not checked by hand. Similar is not a recommendation.
Compare with another server
Side by side: registry entry, our read-only session, the tools and the 18 classification fields. Same values as each page; no score.
Security testing
Has it been tested?
Feature #1It could be started, but has not been tested yet. This is our limit, not the server's. — our limit
Reference
How is it classified?
18 fields
One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.
“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed. A linked value opens the directory filtered to the same value.
Cite or correct this page
Sources and corrections
Suggested citation
ProtocolProbe. “io.github.Graphicle-AI/graphicle: MCP server record.” Data checked 2026-10-24. https://protocolprobe.com/mcp/servers/io.github.Graphicle-AI/graphicle
Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.
As JSON: this record in the API · API documentation.
Badge for your README
[](https://protocolprobe.com/mcp/servers/io.github.Graphicle-AI/graphicle)
It shows this server's record-check count: facts from public records, no tool called. It is not a security rating or a pass. It links here and updates after each data reload.
Something wrong, or is this yours?
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