Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async analysis
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Pick the AI app you use, then copy the settings.
GHIDRA_INSTALL_DIRYou need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"pyghidra-lite": {
"command": "uvx",
"args": [
"pyghidra-lite"
],
"env": {
"GHIDRA_INSTALL_DIR": "your-value"
}
}
}
}Run this in your terminal
claude mcp add pyghidra-lite --env GHIDRA_INSTALL_DIR=your-value -- uvx pyghidra-liteFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"pyghidra-lite": {
"command": "uvx",
"args": [
"pyghidra-lite"
],
"env": {
"GHIDRA_INSTALL_DIR": "your-value"
}
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"pyghidra-lite": {
"type": "stdio",
"command": "uvx",
"args": [
"pyghidra-lite"
],
"env": {
"GHIDRA_INSTALL_DIR": "your-value"
}
}
}
}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.
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GHIDRA_INSTALL_DIR envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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
The registry name was verified with the GitHub account johnzfitch, which owns the repo
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This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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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).
The GitHub repo last changed –, and the latest version (0.9.1) reached the registry 28 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, NexusWindows
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Windows computer use in the background: desktop apps driven without your mouse or keyboard.
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[][pypi] [][pypi] [][pypi] [](LICENSE)
[][ci] [][registry] [][mcp] [](#claude-code-plugin) [][ghidra] [](#quick-start)
Token-efficient MCP server for Ghidra-based reverse engineering. Analyze ELF, Mach-O, and PE binaries with Swift, Objective-C, and Hermes support — decompile, disassemble, trace calls and value flow, recover data types, and map addresses back to file offsets. Runs on Linux, macOS, and Windows; ships as a Claude Code plugin with a bundled reverse-engineering skill.
Bottom line: a lean, security-first Ghidra MCP. It is read-only by default — analysis tools never mutate your binaries or the server's configuration (which is frozen for the life of the process). The one tool that writes, annotate (rename / comment / prototype), is opt-in (--allow-write) and human-confirmed: every change is approved by you through an MCP elicitation prompt before it's committed, and it fails closed if your client can't ask. You get an analyst-agent that can persist its findings — under supervision — without giving up the read-only safety story.
1. Prerequisites
A 64-bit JDK 21+ and Ghidra 11.x or 12.x are required (tested with Ghidra 12.1.2 and JDK 21).
# macOS
brew install openjdk@21 brew install ghidra
sudo apt install openjdk-21-jdk
sudo pacman -S jdk21-openjdk yay -S ghidra
Ghidra installed via Homebrew (brew install ghidra) or to /opt/ghidra or ~/ghidra is found automatically. Elsewhere — including any Windows install — point GHIDRA_INSTALL_DIR at the extracted ghidra_ _PUBLIC folder.
2. Install — pick one
Claude Code plugin (recommended for Claude Code) MCP server + reverse-engineering skill in one step; prompts for your Ghidra directory. Needs uv on PATH .
/plugin install pyghidra-lite --marketplace johnzfitch/pyghidra-lite
Any MCP client Install the package, then add it to your client (Claude Code: .mcp.json in your project or ~/.claude.json ; other clients: see MCP Configuration ).
pip install pyghidra-lite
{
"mcpServers": { "pyghidra-lite": { "command": "pyghidra-lite" } } }
3. Check the environment
pyghidra-lite doctor # Ghidra, JDK, decompiler, project dir, locks; exits 1 on problems
[!TIP]
Plugin users without a shell install can run the same check with
uvx pyghidra-lite doctor.
4. Use it
You: Analyze the binary at /path/to/binaries/app
Claude: [calls load, info, code...]
Installs the MCP server (run with uvx, so uv must be on PATH) together with the pyghidra-lite:reverse-engineering workflow skill, and asks for your Ghidra directory, cache directory, optional path restriction and whether to allow annotate:
/plugin install pyghidra-lite --marketplace johnzfitch/pyghidra-lite
/plugin marketplace add johnzfitch/pyghidra-lite first, then /plugin install pyghidra-lite@pyghidra-lite./reload-plugins (or start a new session) to switch to it./config.[!WARNING]
If you also have a manual
pyghidra-liteentry in.mcp.jsonor~/.claude.json,
remove it — otherwise every tool appears twice.
pip install pyghidra-lite
yay -S python-pyghidra-lite
git clone https://github.com/johnzfitch/pyghidra-lite
cd pyghidra-lite pip install -e .
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": { "pyghidra-lite": { "command": "uvx", "args": ["pyghidra-lite"] } } }
uvx auto-installs pyghidra-lite from PyPI on first run. Ghidra is auto-detected; set GHIDRA_INSTALL_DIR in env if needed:
{
"mcpServers": { "pyghidra-lite": { "command": "uvx", "args": ["pyghidra-lite"], "env": { "GHIDRA_INSTALL_DIR": "/path/to/ghidra" } } } }
Create .mcp.json in your project (or ~/.claude.json for global):
{
"mcpServers": { "pyghidra-lite": { "command": "pyghidra-lite" } } }
For single-session use or debugging, run the server directly:
{
"mcpServers": { "pyghidra-lite": { "command": "pyghidra-lite", "args": ["serve"] } } }
{
"mcpServers": { "pyghidra-lite": { "command": "pyghidra-lite", "args": [ "serve", "--ghidra-dir", "/path/to/ghidra" ] } } }
By default, pyghidra-lite can load binaries from any path (the MCP client handles permissions). Use --restrict-path to lock down access:
{
"mcpServers": { "pyghidra-lite": { "command": "pyghidra-lite", "args": [ "serve", "--restrict-path", "/home/user/binaries", "--restrict-path", "/opt/targets" ] } } }
The HTTP/SSE transports are shared and apply DNS-rebinding protection (Host/Origin validation). Binding to a non-loopback address additionally requires both --restrict-path and a bearer token:
pyghidra-lite serve -t streamable-http --host 0.0.0.0 \
--restrict-path /opt/targets \ --auth-token "$PYGHIDRA_LITE_AUTH_TOKEN" \ --allowed-host re.example.com:8000 # if fronted under another hostname
Clients then send Authorization: Bearer on every request. Terminate TLS at a reverse proxy for remote access.
pyghidra-lite provides 8 read-only analysis tools plus 1 opt-in write tool, all auto-detecting format (ELF/Mach-O/PE) and language (Swift/ObjC/Hermes):
| Tool | Purpose | Key Parameters |
|---|---|---|
load | Import and analyze binary | path, profile?, fresh?, bootstrap?, bootstrap_mode? |
delete | Remove binary and cancel jobs | name |
binaries | List binaries + job status | jobs?, rank_sources? |
info | Binary overview | binary, detail? (summary/full/format/sections/entropy) |
functions | List/search functions, imports, exports | binary, query?, type? (all/swift/objc/imports/exports/types/got/dylibs), limit? |
code | Decompile, disassemble, p-code, bytes | binary, target, what? (decompile/asm/pcode/bytes/string), cfg? |
xrefs | References and call graphs | binary, target, direction?, depth?, diff? |
search | Find strings, bytes, symbols, data types | binary, query, type? (strings/symbols/bytes/all/blob/extract/types), mode?, bg? |
annotate 🔒 | Rename / comment / set prototype | binary, target, action, name?/comment?/prototype? |
🔒 annotate is the only tool that writes. It is disabled unless the server is started with --allow-write, and every change requires interactive confirmation (MCP elicitation) before it is committed — clients that can't confirm get a preview only. See Writing back.
# Import and analyze
load("/path/to/binary", profile="fast")
load("/path/to/new.bin", profile="deep", bootstrap="old.bin", bootstrap_mode="all")
info("mybinary", detail="full")
functions("mybinary", type="swift")
code("mybinary", "main", cfg=True)
search("mybinary", ["password", "api_key"], bg=True)
xrefs("mybinary", "malloc", depth=2)
code("mybinary", "parse_header", what="pcode")
code("mybinary", "parse_header,param_2", what="pcode")
code("mybinary", "0x4011a0,64", what="bytes") # -> hex, ascii, file_offset, block
search("mybinary", "sockaddr", type="types")
All tools automatically detect:
Use the type and detail parameters to access format/language-specific features.
bootstrap_mode="named": transfer only meaningful source names (default).bootstrap_mode="all": also assign stable synthetic labels to source FUN_* functions during transfer, which is useful for large version-to-version bootstrap workflows where uniqueness matters more than semantics.By default pyghidra-lite is read-only — no tool mutates your binaries. To let an agent persist findings (rename a function, attach a comment, fix a prototype), start the server with --allow-write:
pyghidra-lite serve --allow-write # or PYGHIDRA_LITE_ALLOW_WRITE=1
Then the annotate tool becomes usable:
annotate("mybinary", target="FUN_00401000", action="rename", name="parse_header")
annotate("mybinary", target="parse_header", action="comment", comment="validates the v2 header") annotate("mybinary", target="parse_header", action="prototype", prototype="int parse_header(char *buf, int len)")
Every call is human-confirmed: the server sends an MCP elicitation prompt showing the exact old -> new change, and only commits if you accept. If the server was started without --allow-write, the tool refuses; if your MCP client doesn't support elicitation,
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