MCP server to debug microcontrollers from Claude through OpenOCD (flash, halt/step, memory/registers, breakpoints, variables and peripheral registers by name).
Project description
OpenOCD MCP Server
Debug microcontrollers directly from Claude. This is an MCP server that drives OpenOCD, letting Claude flash firmware, control execution, and inspect a running target — and read your variables and peripheral registers by name instead of raw addresses.
Description
Once connected to a target through a debug probe (ST-Link, J-Link, CMSIS-DAP, …), Claude can:
- Flash firmware — program and verify
.elf/.bin/.heximages - Control execution — halt, resume, single-step, reset
- Inspect state — read/write CPU registers and memory
- Set breakpoints — hardware & software, including conditional breakpoints (halt only when an expression is true) and hit-count breakpoints
- Watch memory — hardware watchpoints that halt on read/write/access to an address
- Read variables by name — from your firmware's
.elfsymbols (e.g.read_variable uart_rx_count) - Live-watch variables — a window that samples variables over time without halting the CPU, with expandable structs/arrays auto-typed from DWARF (signed/float/pointer/enum)
- Read peripheral registers by name — from a CMSIS-SVD file, decoded into named bitfields (e.g.
RCC.CR,GPIOA.MODER) - Safety gates — permission layer (read-only mode, gated flash-erase, flash path/size limits) so the agent can't damage a target unexpectedly
The server is chip-agnostic — it works with any target OpenOCD supports; you point it at your chip's config and (optionally) SVD/ELF. It can also start OpenOCD for you and download OpenOCD automatically for your platform, so there's nothing else to install by hand.
Installation
Prerequisites: Python 3.10+, Claude Code, and a debug probe connected to your target.
Clone and install the package into a virtual environment:
git clone https://github.com/microhenrio/openocd-mcp
cd openocd-mcp
python -m venv .venv
Install it (creates the openocd-mcp command):
# Windows
.venv\Scripts\python -m pip install -e .
# macOS / Linux
.venv/bin/python -m pip install -e .
Register the server with Claude Code (user scope makes it available in every project):
# Windows
claude mcp add --scope user openocd -- "%CD%\.venv\Scripts\openocd-mcp.exe"
# macOS / Linux
claude mcp add --scope user openocd -- "$PWD/.venv/bin/openocd-mcp"
Windows shortcut: instead of the steps above you can just run
setup.bat, which creates the environment, installs the package, and registers it.
Then restart Claude Code so it loads the server. Verify with:
claude mcp list # openocd: ... ✓ Connected
OpenOCD is obtained automatically: a build for your OS/architecture is
downloaded and cached on first connect (checksum-verified). You can also fetch it
ahead of time with openocd-mcp install-openocd, or use an existing install by
setting the OPENOCD_BIN environment variable.
How to work with it
1. Point it at your chip
Each firmware project tells the server which target it's debugging. Create an
openocd-mcp.json in your project root (a template is in
openocd-mcp.example.json):
{
"target_cfg": "target/stm32g0x.cfg",
"svd_file": "path/to/STM32G0B0.svd",
"elf_file": "path/to/build/firmware.elf"
}
target_cfg/interface_cfg— OpenOCD configs (relative to its scripts dir). Defaults to an ST-Link probe; settarget_cfgfor your chip.transport—"swd"or"jtag". Set"swd"for a J-Link on Cortex-M (withinterface_cfg: "interface/jlink.cfg"); leave empty for ST-Link.svd_file— CMSIS-SVD file for the chip (enables peripheral registers by name).elf_file— your firmware build output (enables variables by name).
J-Link on Windows: OpenOCD reaches J-Links via libusb, so bind the J-Link's debug interface to WinUSB with Zadig once (this disables SEGGER's own tools until reverted). ST-Link works without that step.
Or simply tell Claude the chip you're using and it will configure the session for
you. show_config reports the active settings at any time.
2. Talk to Claude
With the board plugged in, describe what you want — Claude picks the right tools:
| You say… | What happens |
|---|---|
| "connect and halt the target" | Starts OpenOCD if needed, attaches, halts the CPU |
| "what's the status?" | Reports running/halted and the current program counter |
"read the variable sensor_value" |
Looks it up in the .elf and reads it off the chip |
"set motor_enabled to 1" |
Writes the variable by name |
"watch tick_count live for 2 seconds" |
Samples it repeatedly without halting and shows the values over time |
"read GPIOA.MODER" |
Reads the register and decodes its named bitfields |
"list the RCC registers" |
Lists registers from the SVD |
"break at 0x08001234, then reset and run" |
Sets a breakpoint and resets |
"break at 0x08001234 when r0 is 42" |
Sets a conditional breakpoint (using [get_reg r0] == 42) |
"break at 0x08001234 after 5 hits" |
Sets a hit-count breakpoint |
"watch for writes to 0x20000000" |
Sets a hardware data watchpoint |
"flash build/firmware.elf and run it" |
Programs, verifies, and restarts |
"dump 64 bytes of RAM at 0x20000000" |
Reads memory |
You don't call tools by name — describe the goal and Claude maps it to the underlying tools.
3. Conditional breakpoints & watchpoints
Conditional breakpoints halt only when a condition holds — useful for catching one specific case in code that runs constantly. Conditions are TCL expressions and can use two helpers:
get_reg <name>— a CPU register value (e.g.get_reg r0,get_reg pc)get_mem <addr> [width]— a memory value (e.g.get_mem 0x20000000)
Just describe the intent to Claude; it builds the condition:
| You say… | Condition used |
|---|---|
"break at 0x08001234 only when r0 > 100" |
expr {[get_reg r0] > 100} |
"break at parse_packet when the byte at 0x20000005 is 0xFF" |
expr {[get_mem 0x20000005 8] == 0xFF} |
"stop at 0x08001234 on the 10th time it's hit" |
incr ::hits; expr {$::hits >= 10} |
When the condition is false the server resumes automatically and keeps going until it's true (or you stop it).
Watchpoints halt the CPU when it accesses a memory location — ideal for finding what corrupts a variable:
- "watch for writes to
0x20000000" - "watch address
0x20000010for any read or write"
A live-watch window
For a continuously-updating view of variable values, run the bundled GUI. It's a standalone app (separate from Claude) that opens its own connection to OpenOCD, so it works fine while a Claude session is driving the same target:
openocd-watch tick_count sensor_value --elf path/to/firmware.elf
# or, if elf_file is set in openocd-mcp.json:
openocd-watch tick_count sensor_value
It samples the variables without halting the CPU and refreshes a tree in a window. Add entries with the box (press Enter or Add) and remove a selected row with Remove (or the Delete key). Each entry is resolved automatically and can be:
- a variable name (
uwTick,commsService) → looked up in the ELF; if it's a struct, union, or array it gets an expand triangle, and its members/elements are shown auto-typed from DWARF (signed, float, pointer, enum, nested structs); - a hex address with optional size (
0x20000000,0x20000000:2) → read directly.
A Format dropdown switches how values are shown — Auto (by C type) / Hex /
Decimal / Signed / Float (f32) / Binary — and re-renders instantly. Use
--interval to change the poll rate, --format to set the initial format, or
--samples N for a headless printout. Requires Tkinter (ships with standard Python)
and a debug build (-g) for the type info.
If OpenOCD isn't already running, add --autostart and the window launches it
for you (and stops it on close) — fully standalone, no Claude or .bat needed:
openocd-watch uwTick xTickCount --elf path/to/firmware.elf --autostart --target target/stm32g0x.cfg
The target must be halted to read registers, memory, or variables — Claude halts first when needed. The first
connectof a session starts OpenOCD automatically.
Safety / permissions
Mutating operations are gated so the agent can't damage a target unexpectedly. Reads are always allowed; the gates apply to writes, flashing, erasing, and the raw-command escape hatch.
| Permission | Default | Gates |
|---|---|---|
read_only |
false |
master switch — blocks all writes/flash/erase/raw |
allow_memory_write |
true |
write_memory, write_variable, write_register, write_peripheral_register |
allow_flash |
true |
flash_write (program) |
allow_flash_erase |
false |
flash_erase_sector (destructive — opt in) |
allow_raw_command |
true |
run_command (can bypass other limits) |
flash_allowed_paths |
[] (any) |
restrict flash_write to files under these dirs |
flash_max_bytes |
0 (no limit) |
reject flashing files larger than this |
Set them three ways (later wins):
- A
permissionsobject inopenocd-mcp.json(seeopenocd-mcp.example.json). - The
set_permissionstool at runtime — e.g. ask Claude to "make the target read-only" or "allow flash erase for this session". - The
OPENOCD_MCP_READONLY=1environment variable (forces read-only).
A blocked call returns a clear BLOCKED: … message explaining which permission to
enable. show_config lists the active permissions.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file openocd_mcp-0.4.0.tar.gz.
File metadata
- Download URL: openocd_mcp-0.4.0.tar.gz
- Upload date:
- Size: 30.0 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b32ea3fd37377bfb1bece2312690e36442c319b96b2252cc7e2b4bb470d7662c
|
|
| MD5 |
93a09d68563ce387df328b9e43260b2c
|
|
| BLAKE2b-256 |
79dcd62c090059d6bb89d477e4fcaf28e7959b3587e0a5dccd194cd655e5a494
|
Provenance
The following attestation bundles were made for openocd_mcp-0.4.0.tar.gz:
Publisher:
release.yml on microhenrio/openocd-mcp
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
openocd_mcp-0.4.0.tar.gz -
Subject digest:
b32ea3fd37377bfb1bece2312690e36442c319b96b2252cc7e2b4bb470d7662c - Sigstore transparency entry: 2021780879
- Sigstore integration time:
-
Permalink:
microhenrio/openocd-mcp@9d8a6985aebf804ef4c7c610f828364ead45e455 -
Branch / Tag:
refs/tags/v0.4.0 - Owner: https://github.com/microhenrio
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@9d8a6985aebf804ef4c7c610f828364ead45e455 -
Trigger Event:
push
-
Statement type:
File details
Details for the file openocd_mcp-0.4.0-py3-none-any.whl.
File metadata
- Download URL: openocd_mcp-0.4.0-py3-none-any.whl
- Upload date:
- Size: 34.6 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4af1874fef1ce3303276c99eb873cd822bd56e4ee56591dee9ccf8e07bded19e
|
|
| MD5 |
bc8cf559503ae0cfc4be542f1b2bd689
|
|
| BLAKE2b-256 |
e8898051318a1e7e9016cdac1c3adf56419966be83069f11fed91dcd11713834
|
Provenance
The following attestation bundles were made for openocd_mcp-0.4.0-py3-none-any.whl:
Publisher:
release.yml on microhenrio/openocd-mcp
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
openocd_mcp-0.4.0-py3-none-any.whl -
Subject digest:
4af1874fef1ce3303276c99eb873cd822bd56e4ee56591dee9ccf8e07bded19e - Sigstore transparency entry: 2021780913
- Sigstore integration time:
-
Permalink:
microhenrio/openocd-mcp@9d8a6985aebf804ef4c7c610f828364ead45e455 -
Branch / Tag:
refs/tags/v0.4.0 - Owner: https://github.com/microhenrio
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@9d8a6985aebf804ef4c7c610f828364ead45e455 -
Trigger Event:
push
-
Statement type: