Burpsuite Project Parser

Trail of BitsOfficialPublished by Trail of Bits

Skill
Tool integration
Security
CC-BY-SA-4.0
Low risk
Has scripts

From the author

Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns, extracting security audit findings, dumping proxy history or site map data, or analyzing HTTP traffic captured in a Burp project.

— the description by Trail of Bits

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

This skill provides a command-line interface to interact with Burp Suite Professional project files (.burp). It enables security professionals to search through proxy history, site maps, and audit findings using regex patterns without needing to open the Burp Suite GUI. It relies on the burpsuite-project-file-parser extension to bridge the gap between the CLI and the Burp project data. The skill emphasizes safe data handling, requiring users to verify tool status via control queries and strictly enforcing output truncation to prevent context window overflow when processing large HTTP traffic logs.

What it does

Searches response headers and bodies using regex patterns.
Extracts security audit findings from Burp projects.
Dumps proxy history and site map data via sub-component filters.
Provides a mechanism to verify parser health using control queries.
Enforces strict output limits and body truncation to maintain context safety.
Integrates with standard CLI tools like jq for data processing.

When to use it

When you need to audit large volumes of captured HTTP traffic.
When searching for specific patterns or vulnerabilities across a project file.
When automating the extraction of security findings from Burp Suite.
When you need to quickly inspect headers or metadata without loading the full GUI.

Advantages

Enables headless analysis of Burp Suite projects.
Reduces manual effort in triaging large datasets.
Provides granular control over data extraction via sub-component filters.
Includes safety checks to distinguish between empty results and tool failures.

Usage examples

“Find all high-severity audit items in the project file.”: The agent runs the auditItems query, filters the output using jq to select high-severity findings, and presents the list of vulnerabilities.
“Search for CORS headers in the project's response history.”: The agent executes a regex search on response headers, pipes the output through head to ensure it stays under 50KB, and displays the matching records.
“Look for 'password' in response bodies.”: The agent performs a regex search on response bodies, truncates each body to 1000 characters to ensure safety, and displays the results.

Install

Download the skill as a ZIP:
https://mp-staging.autogineer.com/agent-skills/trailofbits/burpsuite-project-parser/download

Unzip it into the cross-client skills folder of your project:

mkdir -p .agents/skills && unzip burpsuite-project-parser.zip -d .agents/skills

Documentation by Trail of Bits

Burp Project Parser

Search and extract data from Burp Suite project files using the burpsuite-project-file-parser extension.

When to Use

Searching response headers or bodies with regex patterns
Extracting security audit findings from Burp projects
Dumping proxy history or site map data
Analyzing HTTP traffic captured in a Burp project file

Prerequisites

This skill delegates parsing to Burp Suite Professional - it does not parse .burp files directly.

Required:

Burp Suite Professional - Must be installed (portswigger.net)
burpsuite-project-file-parser extension - Provides CLI functionality

Install the extension:

Download from github.com/BuffaloWill/burpsuite-project-file-parser
In Burp Suite: Extender → Extensions → Add
Select the downloaded JAR file

Quick Reference

Use the wrapper script:

{baseDir}/scripts/burp-search.sh /path/to/project.burp [FLAGS]

The script uses environment variables for platform compatibility:

BURP_JAVA: Path to Java executable
BURP_JAR: Path to burpsuite_pro.jar

Check the exit code. Empty output is not a clean result. Burp ignores flags it does not recognise, so without the parser extension it starts normally and drops the query — which looks exactly like a search that matched nothing.

Exit	Meaning	What to do
0	Output produced	Proceed
1	Bad usage, or a missing file, Java or JAR	Read the message; fix the path
3	No output at all	Do not report this as "nothing found". An empty result set and an unloaded extension are indistinguishable from here. Run the control query below to tell them apart
4	Output was not JSON	The extension is not loaded and Burp ignored the flags. Install it before trusting any result

Anything other than 0 means the search result is unverified, and saying "no matching traffic" on the strength of it is a false negative reported as a clean finding.

Resolving Exit 3: the control query

Exit 3 is the common case — most narrowly-scoped regexes legitimately match nothing — so it needs a resolution you can carry out yourself. You have Bash and Read; Burp runs headless here, so there is no Extensions tab to open and no GUI to inspect. Re-running the same query just returns 3 again.

Run a control query instead: a selector broad enough that it must return rows if the parser is working at all, against the same project file. Use the sub-component filter, not the bare selector — a control is still a query, and the rules above apply to it unchanged.

{baseDir}/scripts/burp-search.sh project.burp proxyHistory.request.headers | head -c 2000

proxyHistory.request.headers is the right control precisely because it is broad but bounded: it covers every record in the project, at under 1KB each. Bare proxyHistory would answer the same question and is banned above for a reason — one record with bodies can be megabytes, and head -n 1 does not stop that, it delivers exactly one of them in full.

Control result	What it means	What to do
Rows on stdout	The parser works	Your narrower query genuinely matched nothing. Report that as a result
Exit 3 again	Nothing comes back at all	Either the extension is not loaded, or this project holds no proxy history. Check you named the right project file and that it is non-empty, then ask the user to confirm `burpsuite-project-file-parser` under Burp Suite → Extensions
Exit 4	Burp started and dropped the flags	The extension is not loaded. Say so; do not report on traffic

Run the control before concluding anything about the project's traffic. Assuming the extension is loaded is exactly how an unverified empty result becomes a clean bill of health — and asking the user to check the GUI is a legitimate answer where the control is inconclusive. Guessing is not.

Through a pipe the exit code is not yours to read. A pipeline reports the status of its last command, and nearly every example here ends in | jq, | head or | wc -cl — so $? is head's 0, not the script's 3. Two reliable signals:

stderr, which reaches you regardless of piping. Error: the parser produced no output. or Error: Burp produced output, but not one JSON object is the answer; no such block means the run was fine.
set -o pipefail when you want the code itself, or read ${PIPESTATUS[0]}:

set -o pipefail
{baseDir}/scripts/burp-search.sh project.burp auditItems | jq -c 'select(.severity == "High")'
echo "exit: $?"

Non-JSON output never reaches stdout, so a downstream grep or jq cannot match a Burp startup banner and mistake it for data.

See Platform Configuration for setup instructions.

Sub-Component Filters (USE THESE)

ALWAYS use sub-component filters instead of full dumps. Full proxyHistory or siteMap can return gigabytes of data. Sub-component filters return only what you need.

Available Filters

Filter	Returns	Typical Size
`proxyHistory.request.headers`	Request line + headers only	Small (< 1KB/record)
`proxyHistory.request.body`	Request body only	Variable
`proxyHistory.response.headers`	Status + headers only	Small (< 1KB/record)
`proxyHistory.response.body`	Response body only	LARGE - avoid
`siteMap.request.headers`	Same as above for site map	Small
`siteMap.request.body`		Variable
`siteMap.response.headers`		Small
`siteMap.response.body`		LARGE - avoid

Default Approach

Start with headers, not bodies:

# GOOD - headers only, safe to retrieve
{baseDir}/scripts/burp-search.sh project.burp proxyHistory.request.headers | head -c 50000
{baseDir}/scripts/burp-search.sh project.burp proxyHistory.response.headers | head -c 50000

# BAD - full records include bodies, can be gigabytes
{baseDir}/scripts/burp-search.sh project.burp proxyHistory  # NEVER DO THIS

Only fetch bodies for specific URLs after reviewing headers, and ALWAYS truncate:

# 1. First, find interesting URLs from headers
{baseDir}/scripts/burp-search.sh project.burp proxyHistory.response.headers | \
  jq -r 'select(.headers | test("text/html")) | .url' | head -n 20

# 2. Then search bodies with targeted regex - MUST truncate body to 1000 chars
{baseDir}/scripts/burp-search.sh project.burp "responseBody='.*specific-pattern.*'" | \
  head -n 10 | jq -c '.body = (.body[:1000] + "...[TRUNCATED]")'

HARD RULE: Body content > 1000 chars must NEVER enter context. If the user needs full body content, they must view it in Burp Suite's UI.

Regex Search Operations

Search Response Headers

responseHeader='.*regex.*'

Searches all response headers. Output: {"url":"...", "header":"..."}

Example - find server signatures:

responseHeader='.*(nginx|Apache|Servlet).*' | head -c 50000

Search Response Bodies

responseBody='.*regex.*'

MANDATORY: Always truncate body content to 1000 chars max. Response bodies can be megabytes each.

# REQUIRED format - always truncate .body field
{baseDir}/scripts/burp-search.sh project.burp "responseBody='.*<form.*action.*'" | \
  head -n 10 | jq -c '.body = (.body[:1000] + "...[TRUNCATED]")'

Never retrieve full body content. If you need to see more of a specific response, ask the user to open it in Burp Suite's UI.

Other Operations

Extract Audit Items

auditItems

Returns all security findings. Output includes: name, severity, confidence, host, port, protocol, url.

Note: Audit items are small (no bodies) - safe to retrieve with head -n 100.

Dump Proxy History (AVOID)

proxyHistory

NEVER use this directly. Use sub-component filters instead:

proxyHistory.request.headers
proxyHistory.response.headers

Dump Site Map (AVOID)

siteMap

NEVER use this directly. Use sub-component filters instead.

Output Limits (REQUIRED)

CRITICAL: Always check result size BEFORE retrieving data. A broad search can return thousands of records, each potentially megabytes. This will overflow the context window.

Step 1: Always Check Size First

Before any search, check BOTH record count AND byte size:

# Check record count AND total bytes - never skip this step
{baseDir}/scripts/burp-search.sh project.burp proxyHistory | wc -cl
{baseDir}/scripts/burp-search.sh project.burp "responseHeader='.*Server.*'" | wc -cl
{baseDir}/scripts/burp-search.sh project.burp auditItems | wc -cl

The wc -cl output shows: <bytes> <lines> (e.g., 524288 42 means 512KB across 42 records).

Interpret the results - BOTH must pass:

Metric	Safe	Narrow search	Too broad	STOP
Lines	< 50	50-200	200+	1000+
Bytes	< 50KB	50-200KB	200KB+	1MB+

A single 10MB response on one line will show high byte count but only 1 line - the byte check catches this.

0 0 from wc -cl is not a size to act on — the script exited 3 and nothing was verified. Piping hides that, so re-run the query on its own and read the exit code before concluding the project holds no matching traffic.

Step 2: Refine Broad Searches

If count/size is too high:

Use sub-component filters (see table above):

# Instead of: proxyHistory (gigabytes)
# Use: proxyHistory.request.headers (kilobytes)

Narrow regex patterns:

# Too broad (matches everything):
responseHeader='.*'

# Better - target specific headers:
responseHeader='.*X-Frame-Options.*'
responseHeader='.*Content-Security-Policy.*'

Filter with jq before retrieving:

# Get only specific content types
{baseDir}/scripts/burp-search.sh project.burp proxyHistory.response.headers | \
  jq -c 'select(.url | test("/api/"))' | head -n 50

Step 3: Always Truncate Output

Even after narrowing, always pipe through truncation:

# ALWAYS use head -c to limit total bytes (max 50KB)
{baseDir}/scripts/burp-search.sh project.burp proxyHistory.request.headers | head -c 50000

# For body searches, truncate each JSON object's body field:
{baseDir}/scripts/burp-search.sh project.burp "responseBody='pattern'" | \
  head -n 20 | jq -c '.body = (.body | if length > 1000 then .[:1000] + "...[TRUNCATED]" else . end)'

# Limit both record count AND byte size:
{baseDir}/scripts/burp-search.sh project.burp auditItems | head -n 50 | head -c 50000

Hard limits to enforce:

head -c 50000 (50KB max) on ALL output
Truncate .body fields to 1000 chars - MANDATORY, no exceptions
```
jq -c '.body = (.body[:1000] + "...[TRUNCATED]")'
```

Never run these without counting first AND truncating:

proxyHistory / siteMap (full dumps - always use sub-component filters)
responseBody='...' searches (bodies can be megabytes each)
Any broad regex like .* or .+

Investigation Workflow

Identify scope - What are you looking for? (specific vuln type, endpoint, header pattern)

Search audit items first - Start with Burp's findings:

{baseDir}/scripts/burp-search.sh project.burp auditItems | jq 'select(.severity == "High")'

Check confidence scores - Filter for actionable findings:

... | jq 'select(.confidence == "Certain" or .confidence == "Firm")'

Extract affected URLs - Get the attack surface:
```
... | jq -r '.url' | sort -u
```

Search raw traffic for context - Examine actual requests/responses:

{baseDir}/scripts/burp-search.sh project.burp "responseBody='pattern'"

Validate manually - Burp findings are indicators, not proof. Verify each one.

Understanding Results

Severity vs Confidence

Burp reports both severity (High/Medium/Low) and confidence (Certain/Firm/Tentative). Use both when triaging:

Combination	Meaning
High + Certain	Likely real vulnerability, prioritize investigation
High + Tentative	Often a false positive, verify before reporting
Medium + Firm	Worth investigating, may need manual validation

A "High severity, Tentative confidence" finding is frequently a false positive. Don't report findings based on severity alone.

When Proxy History is Incomplete

Proxy history only contains what Burp captured. It may be missing traffic due to:

Scope filters excluding domains
Intercept settings dropping requests
Browser traffic not routed through Burp proxy

If you don't find expected traffic, check Burp's scope and proxy settings in the original project.

HTTP Body Encoding

Response bodies may be gzip compressed, chunked, or use non-UTF8 encoding. Regex patterns that work on plaintext may silently fail on encoded responses. If searches return fewer results than expected:

Check if responses are compressed
Try broader patterns or search headers first
Use Burp's UI to inspect raw vs rendered response

Rationalizations to Reject

Common shortcuts that lead to missed vulnerabilities or false reports:

Shortcut	Why It's Wrong
"This regex looks good"	Verify on sample data first—encoding and escaping cause silent failures
"High severity = must fix"	Check confidence score too; Burp has false positives
"All audit items are relevant"	Filter by actual threat model; not every finding matters for every app
"Proxy history is complete"	May be filtered by Burp scope/intercept settings; you see only what Burp captured
"Burp found it, so it's a vuln"	Burp findings require manual verification—they indicate potential issues, not proof
"The search returned nothing, so the traffic isn't there"	Check the exit code first. Exit 3 means the script could not tell an empty result from an unloaded extension, and exit 4 means the query never ran. Only a 0 makes "nothing found" a statement about the project rather than about the tooling

Output Format

All output is JSON, one object per line. Pipe to jq for formatting:

{baseDir}/scripts/burp-search.sh project.burp auditItems | jq .

Filter with grep:

{baseDir}/scripts/burp-search.sh project.burp auditItems | grep -i "sql injection"

Examples

Search for CORS headers (with byte limit):

{baseDir}/scripts/burp-search.sh project.burp "responseHeader='.*Access-Control.*'" | head -c 50000

Get all high-severity findings (audit items are small, but still limit):

{baseDir}/scripts/burp-search.sh project.burp auditItems | jq -c 'select(.severity == "High")' | head -n 100

Extract just request URLs from proxy history:

{baseDir}/scripts/burp-search.sh project.burp proxyHistory.request.headers | jq -r '.request.url' | head -n 200

Search response bodies (MUST truncate body to 1000 chars):

{baseDir}/scripts/burp-search.sh project.burp "responseBody='.*password.*'" | \
  head -n 10 | jq -c '.body = (.body[:1000] + "...[TRUNCATED]")'

Platform Configuration

The wrapper script requires two environment variables to locate Burp Suite's bundled Java and JAR file.

macOS

export BURP_JAVA="/Applications/Burp Suite Professional.app/Contents/Resources/jre.bundle/Contents/Home/bin/java"
export BURP_JAR="/Applications/Burp Suite Professional.app/Contents/Resources/app/burpsuite_pro.jar"

Windows

$env:BURP_JAVA = "C:\Program Files\BurpSuiteProfessional\jre\bin\java.exe"
$env:BURP_JAR = "C:\Program Files\BurpSuiteProfessional\burpsuite_pro.jar"

Linux

export BURP_JAVA="/opt/BurpSuiteProfessional/jre/bin/java"
export BURP_JAR="/opt/BurpSuiteProfessional/burpsuite_pro.jar"

Add these exports to your shell profile (.bashrc, .zshrc, etc.) for persistence.

Manual Invocation

If not using the wrapper script, invoke directly:

"$BURP_JAVA" -jar -Djava.awt.headless=true "$BURP_JAR" \
  --project-file=/path/to/project.burp [FLAGS]

Files

ATTRIBUTION.mdAdded by AutoGineer966 B
LICENSELicence file added by AutoGineer19.7 KiB
SKILL.md16.3 KiB
agents/openai.yaml257 B
assets/trail-of-bits-mark.svg3.0 KiB
scripts/burp-search.shScript9.7 KiB

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Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Declares allowed tools

Security

What our scanner noticed· Low risk

Scripts that your agent may run

This skill includes scripts that your agent may run. Read them before you use it.

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Published by

Trail of Bits

Publisher

Trail of Bits (Official)

Source

trailofbits/skills · plugins/burpsuite-project-parser/skills/burpsuite-project-parser · commit e4dd0bb

Licence

Creative Commons Attribution-ShareAlike 4.0 International (redistribution allowed)

LICENSE (added by AutoGineer from LICENSE)
ATTRIBUTION.md (written by AutoGineer)

Synced

2026-11-08

AutoGineer is not affiliated with or endorsed by Trail of Bits.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download burpsuite-project-parser.zip