"Image Generation" matching MCP servers:

MCP server providing embedded engineering calculators and code generators as tools for AI agents, enabling precise, deterministic embedded math and C code generation.

MCP server for structured GB Studio 4.x project editing, enabling read/patch scripts, scenes, actors, triggers, variables; build ROMs; and sprite generation.

Enables Android Automotive developers to explore and implement Vehicle Hardware Abstraction Layer (vHAL) properties with intelligent tools for property analysis, source code lookup, implementation guidance, and automated code generation for automotive systems like climate control and seat management.

Enables AI coding assistants to perform complete headless STM32 embedded firmware development, including project creation, pin configuration, code generation, building, and flashing, by driving the official STM32 command-line toolchain.

MCP server that lets AI assistants control Siglent SDG waveform generators over a local network using natural language, supporting signal generation, modulation, sweep, burst, and arbitrary waveforms.

Enables AI agents to perceive and quantitatively verify physical hardware through USB webcams and RTSP/HTTP network streams, returning inline image content plus numerical metrics such as brightness, contrast, edge density, motion, SSIM baseline comparisons, and OCR text. Agents can watch feeds for visual conditions, correlate buffered frames with serial/log/MQTT events, and apply privacy masks and access controls.

Enables AI agents to deterministically inspect, author, convert, validate, and diagnose Classical CAN and CAN FD databases and trace logs, including bit-layout validation, template generation, trace aggregation, ISO-TP/UDS reassembly, bus-health analysis, and reverse engineering.

Exposes the full Plexim PLECS Standalone JSON-RPC interface as MCP tools, letting agents auto-start and connect to PLECS to load and edit models, run simulations and analyses, manipulate scopes and webserver data, and perform code generation or FMU export with structured, size-aware results. Includes write guardrails, concurrency handling for long simulations, and batch/raw passthrough escape hatches.

Enables AI coding assistants to drive Xilinx Vivado through natural language, letting users open .xpr projects, run synthesis, implementation, and bitstream generation, inspect timing, resource, and clock reports, and launch simulations to read signal values or set breakpoints. It also exposes design hierarchy queries and arbitrary TCL execution, so FPGA design flows can be operated conversationally on Windows.

Enables AI clients to create, configure, validate, and generate STM32CubeMX projects through 113 MCP tools, including pin, clock, peripheral, RTOS, and middleware setup plus C code generation. It can drive an installed CubeMX engine or run fully standalone using a bundled data pack with real pin and mode validation.

Enables AI-assisted Pre820 EVE development by indexing EveApps samples and APIs to provide sample discovery, API guidance, scaffold generation, code validation, and build command generation.

An MCP server that lets AI coding agents drive the full STM32 development loop—code generation, build, flash, debug, serial monitoring, and fault diagnosis—end to end via CubeIDE, CubeMX, CubeProgrammer, OpenOCD, and GDB.

MCP server for deterministic Vivado FPGA automation including project scaffolding, simulation, synthesis, implementation, and gated bitstream generation.

Enables AI agents to safely modify STM32CubeMX .ioc configurations, generate code, and verify that intended peripherals and pins actually appear in the generated output. It provides tools for generation verification, .ioc backup and restore, and key-value editing under path allowlists and read-only write policies.

Enables automated generation of FreeRTOS embedded projects for chips like BK7252, STM32F4, and ESP32. Provides intelligent project structure creation, peripheral driver code generation, and complete embedded development workflows through natural language interaction.

Enables interaction with Arduino development through arduino-cli, allowing sketch management, code compilation and uploading, library and board operations, serial monitoring, and AI-powered circuit diagram generation using WireViz.

Exposes 14 read-only tools over a firmware .axf/ELF image so an agent can resolve crash addresses to source lines, disassemble functions, rank symbol sizes, inspect struct layouts, and model stack depth. The parsed image is cached across calls, giving multi-step binary investigations without an IDE or build step.

An MCP server that exposes five tools for generating verified electronic circuit documentation, including netlist verification, component lookup, and generation of schematics, boards, and renders.

Provides a dependency-free MCP interface to the complete Keil µVision 5 (MDK) surface, enabling project and dependency modeling, CMSIS-Pack inspection, UV4 CLI/UVSOCK control, toolchain/image/debugger analysis, and license-free compilation and flashing. It also supports byte-faithful project-file editing and plain-language build diagnostics through 93 tools.

Enables read-only TwinCAT ADS diagnostics and symbol reads, offline PLC XML source-edit previews with diffs, and template-based Scope acquisition candidate generation over MCP stdio.

Enables AI agents like Claude Code, Cursor, and Codex to drive a locally installed Xilinx Vivado through 32 curated tools covering GUI/Tcl/attach sessions, synthesis, implementation, timing and CDC analysis, XDC and IP inspection, offline VCD waveform queries, bitstream generation, and device programming. It delivers structured timing evidence with baseline comparison, asynchronous run progress polling, bitstream safety checks, and Chinese-language diagnostics for CRITICAL WARNINGs, while general flows are handled through arbitrary Tcl execution.

Enables control of Hikvision industrial cameras via MCP, including enumeration, image capture, parameter adjustment, and firmware upgrade.

MCP server for controlling SIGLENT oscilloscopes and signal generators via USBTMC, enabling waveform generation, scope configuration, measurement, and evidence reporting for electronics competitions.

Enables AI coding agents such as Claude Code, Cursor, and Codex to drive a locally installed Xilinx Vivado across the full FPGA flow, from GUI, headless Tcl, or attached sessions through synthesis, implementation, timing and CDC analysis, waveform queries, and device programming. It exposes 32 curated tools plus evidence-driven workflow prompts that return structured timing/IO reports, Chinese-language CRITICAL WARNING diagnostics, and guarded bitstream generation.