Context7
by upstash
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Computer or cloud★ 64,224MITUpdated yesterday
Install
Inkbolt vector and raster editor
Overview
Description from the maker (original English)
Local vector and raster editing engine for agents: layered documents, saved sessions and exports.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs on your computer
- Transport: stdio
- Category: Search & AI memory
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on your computer with your user’s permissions (files, network, apps).
- The registry lists no key to fill in.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
Runs on your computer; the tool list appears in your AI app after you install it.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account skulitom, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- – Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
- – Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
- … Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints
Compared with others in Search & AI memoryi
- More stars than 0% of the other 7271 servers in this category
- Published to the registry more recently than 63% of the other 7271 servers in this category
- Basic checks equal to or better than 100% of the other 7271 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Inkbolt vector and raster editor safe?
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
Is it still maintained?
The GitHub repo last changed –, and the latest version (0.82.0) reached the registry 21 days ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
What can I use instead?
In the same category: Context7, Codebase Memory, Exa
Alternatives
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Codebase Memory
by DeusData
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Runs on your computer★ 48,148MITUpdated 21 days ago
Install
Exa
by exa-labs
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Runs in the cloud★ 5,213MITUpdated last month
Install
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Inkbolt
Local vector and raster editing for AI agents.
Inkbolt gives agents an editable graphics workspace for diagrams, illustrations, layouts and image assets. Create or import artwork, make focused changes, inspect previews and export the result while keeping the source and revision history.
It runs locally through MCP over stdio, a JSON command-line interface, or the Rust library. There is no account, network service or telemetry, and no particular AI model is required.
Install and connect · Try the examples · Download a release
What you can do
- Compose graphics with vector shapes, text, images, layers and artboards.
- [Combine shapes](docs/BOOLEANS.md), including circles and ellipses, into editable paths in one undoable edit. Precision and conversion losses are reported; source shapes can be kept, hidden or removed.
- Import artwork from SVG, PNG, JPEG and TIFF. Supported SVG content stays editable, including styles, reusable symbols, placed images and positioned text.
- Select and mask image regions with feathered edges or foreground/background seeds. Keep masks editable and preserve the original image samples.
- Edit and repair images with brushes, adjustments, patches, region fills, content-sensitive moves and guided edge correction. Native storage supports high-precision samples and shares unchanged data across edits.
- Review revisions with previews, comparisons, saved sessions and undo/redo.
- Deliver assets as PNG, JPEG, TIFF, SVG or PDF within the supported workflows. Preflight reports output size and conversion losses before publication; file delivery preserves sources and refuses to overwrite existing outputs.
Agents discover tools and request individual operation schemas as they work. Unsupported features fail explicitly; declared approximations and conversion losses are reported.
How agents work with Inkbolt
- Discover the relevant tools and create or import a document.
- Make focused edits, preview the result and compare revisions.
- Save the editable session, check the intended export and publish to a new file.
Saved sessions let an agent resume work later with the document's revision history.
Get started
This README describes `main`. Download a release for a packaged build, or build from source for the newer features below. Follow the installation guide for your system and MCP client.
| Version | What to expect |
|---|---|
| v0.82.0 release | Windows x64, Linux x64 and macOS Apple silicon archives, plus a Windows desktop extension bundle. Release notes describe the included features. |
Build from main | Adds larger image editing, native JPEG import, guided selections and masks, patch repair, editable layered imports, focused previews for large images, lower-memory exports, and atomic shape combinations with reported curve precision. The large-image workflows described below require this newer source build. |
For an MCP client, use this launch command with the path to an existing folder where you want to work:
inkbolt --workspace PATH_TO_EXISTING_FOLDER mcp --tools essentialsSource builds offer the ten-tool essentials catalog for compact discovery; use --tools core with the v0.82.0 release. Agents can request more operations and their schemas when needed. Source builds also provide focused request examples and workspace guidance through discovery.
Documentation
| Start here | Details |
|---|---|
| Examples | Runnable graphics and image workflows |
| Agent interface and tool discovery | Commands, MCP tools and schemas |
| Workspaces and sessions | Local resources, saved work and revision references |
| SVG import, image import and layered import | Editable inputs, source precision and conversion limits |
| Selections, masks and image repair | Image editing workflows and operation limits |
| Large-image workflows | 24 MP import, 50 MP editing, A2 delivery and 8192 x 8192 rendering; brush and retouch bounds |
| Image export | PNG/JPEG/TIFF file output, preflight and memory bounds |
| Capabilities and limits | Verified behavior and links to feature contracts |
| Platform support and benchmark results | Tested systems, agent evaluations and remaining gaps |
| Workload measurements | Reproducible runtime and memory checks, including Linux CLI and MCP sessions |
For context on other tools, see SVG and vector editing MCP servers for AI agents: 9 compared. The comparison was checked on 18 October 2026: Inkbolt was measured over MCP; the other servers were reviewed through their code and documentation.
Project status
Inkbolt is under active development. The core engine, CLI/MCP, saved sessions and file-delivery receipts are tested on Windows, Linux and macOS. Background export jobs currently require Windows. The platform guide records tested revisions and the scope of each platform's coverage.
The following large-image workflows have passed independent output checks on Windows and Linux:
| Workflow | Checked size |
|---|---|
| Baseline and progressive JPEG import | 24 MP |
| 16-bit image editing: cloned patch, selected brush, repair, feathered mask, undo/redo and TIFF export | 50 MP |
| A2 page delivery as PDF and PNG | 300 ppi |
| Rendering and PNG export with opaque, translucent and transparent regions | 8192 x 8192 |
These checks use fixed original fixtures and preserve source files and revision history. Windows regression budgets use five baseline repetitions and a separate five-repeat check. Each operation retains its own size, precision and work limits; cross-platform performance acceptance remains in progress.
Image-guided selection supports direct analysis of bounded regions and an opt-in whole-image mode. The latter uses a coarse image and refines boundaries at full resolution; it can miss small features. Both preserve the original image samples.
Editable RGB8 layered imports have also been checked at 8192 x 8192 on Windows and Linux. Larger canvases require an explicit import option. The native path reads larger encoded files in bounded chunks; its contract lists separate file, metadata and content limits.
Work in progress includes broader layered-file interchange, broader curve combinations, editable format interchange, agent usability and cross-platform performance acceptance.
The primary plan tracks development priorities. Benchmark results record agent evaluations and their limitations separately from engine feature coverage.
Contributors can start with the development guide, architecture and source requirements. Routine verification targets 2-3 minutes, with full checks at milestones.
License
Inkbolt is MIT licensed. Dependencies retain their own licenses; see third-party notices.