Commerce

Craigslist

pp-craigslist

Search, sync, and watch Craigslist with a local SQLite snapshot history, cross-city aggregation, scam scoring, and price-drift detection.

Printed by @tmchow (Trevin Chow)

Install

npx — recommended

npx -y @mvanhorn/printing-press-library install craigslist

Installs the CLI binary and the agent skill (Claude Code, Codex, Cursor, Gemini CLI, Copilot, and more). Add --cli-only or --skill-only for one half. Requires Node.

Hermes

hermes skills install mvanhorn/printing-press-library/cli-skills/pp-craigslist --force

From the Hermes CLI. Inside a chat session use /skills install with the same path.

OpenClaw

Install the pp-craigslist skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-craigslist. The skill defines how its required CLI can be installed.

Paste this to your OpenClaw agent — the skill describes how to install its CLI.

Claude Desktop

This CLI ships an MCPB bundle. Download the latest release .mcpb and double-click it — Claude Desktop walks you through the install.

View source on GitHub →

The local-first Craigslist watcher and triage tool that knows what's a repost, what's a scam, and what just dropped in price.

craigslist-pp-cli wraps Craigslist's own undocumented JSON endpoints (sapi, rapi, reference) — the same ones the Craigslist mobile app uses — and layers a local SQLite snapshot history on top. That powers cross-city search, saved-search alerts that distinguish true new listings from edits and reposts, price-drift detection, and cross-city duplicate / scam scoring. Free, scriptable, no PII selling, no proxies, no API key.

Learn more at Craigslist.

Authentication

No authentication required. Craigslist's read endpoints (sapi.craigslist.org/web/v8, rapi.craigslist.org/web/v8, reference.craigslist.org) are public. The CLI sets a polite User-Agent and reuses the cl_b cookie Craigslist auto-issues. Posting and account management are intentionally out of scope for v1.

Quick Start

# Pull the 178-category and 707-area reference taxonomy into the local store; refreshed at most every 30 days per Craigslist's own Cache-Control.
craigslist-pp-cli catalog refresh

# Single-city search with a price cap; default human table output.
craigslist-pp-cli search 'ipad' --site sfbay --category sss --max-price 300

# Cross-city hunt for a rare item — fans out parallel sapi calls, source-attributes results.
craigslist-pp-cli search 'leica m6' --sites sfbay,nyc,seattle,losangeles,chicago --category pho --json

# Populate the local store before running snapshot-driven commands (drift, scam-score, dupe-cluster, median, reposts).
craigslist-pp-cli cl-sync --site sfbay --category apa --since 7d

# Save a smart search with negative keywords Craigslist's own search doesn't support.
craigslist-pp-cli watch save apartments --query 1BR --negate furnished,sublet --sites sfbay --category apa --max-price 2500

# Stream new-listing events as JSON lines: [NEW] (new posts) and [PRICE-DROP] (sellers dropped the price).
craigslist-pp-cli watch tail apartments --interval 5m --json

# Rule-based scam triage on a listing (requires `cl-sync` to have synced the listing first).
craigslist-pp-cli scam-score 7915891289 --json

Unique Features

These capabilities aren't available in any other tool for this API.

Compounding watch surface

watch run — Periodic poll for a saved search that emits NEW, PRICE-DROP, and SEED events instead of any-listing-I-haven't-seen — so true new listings stand out from edits and reposts. Cross-city repost detection lives in the separate reposts command; cross-city dup detection lives in dupe-cluster.

Pick this over a generic search call when an agent is alerting a user — only true-new listings are worth pinging on, and the typed diff event tells the agent how to phrase the alert.
```
craigslist-pp-cli watch save apartments --query 1BR --negate furnished,sublet --sites sfbay --category apa --max-price 2500 && craigslist-pp-cli watch run apartments --seed-only && craigslist-pp-cli watch run apartments --json
```
watch tail — Long-running tail that prints one JSON event per new diff result so an agent or shell pipeline can react in real time. Emits NEW and PRICE-DROP events.

When you want a continuous stream of new-listing events to pipe into a Slack/email sender, jq filter, or downstream agent loop.
```
craigslist-pp-cli watch tail apartments --interval 5m --json
```

Local snapshot history

drift — Show the price timeline for a single listing across every snapshot we've captured.

Agents negotiating on behalf of a buyer can quote concrete price-drop history — "this listing was $50, now $35, posted 14 days ago."
```
craigslist-pp-cli drift 7915891289 --json
```
dupe-cluster — Find listings whose body fingerprint and image hash match across cities. Surfaces cross-city scams and aggregator reposts.

Use before driving across town to view a rental — a cluster of 6+ cities for one apartment is almost always a scam.
```
craigslist-pp-cli dupe-cluster --category apa --min-cluster-size 3 --json
```
reposts — Find listings that have been reposted N or more times in the last X days, by body fingerprint clustering.

Reposts signal motivated sellers (negotiation leverage) or spam flooders (skip). Telling them apart is the value.
```
craigslist-pp-cli reposts 'eames lounge' --min-reposts 3 --window 30d --json
```
cities heat — Across cities, count fresh listings per category over a window. Surfaces which markets are hot for what.

When an agent is hunting cross-city for a specific item, knowing which 3 cities have the most fresh activity tells it where to look first.
```
craigslist-pp-cli cities heat --category sss --since 24h --top 20 --json
```

Triage and scoring

scam-score — Rule-based 0-100 score for a listing using brand-new-account, below-median-price, wire-transfer keywords, and cross-city duplicate signals.

Agents triaging "is this listing legit" questions get an actionable number plus the per-rule contributions, instead of a vibes-based answer.
```
craigslist-pp-cli scam-score 7915891289 --json
```
median — p25/p50/p75 of prices for a query, optionally over a time window or split by city.

When an agent needs a fair-price benchmark before suggesting an offer, or when a reseller is sizing up a market.
```
craigslist-pp-cli median 'iphone 15' --category mob --since 30d --by-city --json
```

Search beyond CL

search --negate — Search with NOT-keyword filtering that Craigslist's own search doesn't support natively.

Apartment-hunting and job-search personas live and die by exclusion terms; this is the difference between scanning 50 results and scanning 5.
```
craigslist-pp-cli search '1BR' --category apa --site sfbay --negate furnished,sublet,studio --json
```
since — Ad-hoc "what's new in this category in this city since X duration ago" without setting up a saved search.

The first command an agent should run for "what hit while I was sleeping" — no per-watch setup, no state, just a window.
```
craigslist-pp-cli since 24h --site sfbay --category sss --query ipad --json
```

Usage

Run craigslist-pp-cli --help for the full command reference and flag list.

Commands

The full command tree is discoverable via craigslist-pp-cli --help. Headline groups:

Reference taxonomy — categories list, areas list, catalog refresh
Search & fetch — search, postings, listing get|get-by-pid|images, filters show
Local store population — cl-sync
Saved-search watches — watch save|list|show|delete|run|tail
Snapshot analytics — drift, dupe-cluster, reposts, median, cities heat, since, geo within|bbox
Triage — scam-score
Local-state CRUD — favorite add|list|remove
Framework helpers — doctor, version, which, agent-context, analytics, export, import, feedback, profile, tail, sync, workflow

Output Formats

# Human-readable table (default in terminal, JSON when piped)
craigslist-pp-cli postings

# JSON for scripting and agents
craigslist-pp-cli postings --json

# Filter to specific fields
craigslist-pp-cli postings --json --select id,name,status

# Dry run — show the request without sending
craigslist-pp-cli postings --dry-run

# Agent mode — JSON + compact + no prompts in one flag
craigslist-pp-cli postings --agent

Agent Usage

This CLI is designed for AI agent consumption:

Non-interactive - never prompts, every input is a flag
Pipeable - --json output to stdout, errors to stderr
Filterable - --select id,name returns only fields you need
Previewable - --dry-run shows the request without sending
Read-only by default - this CLI does not create, update, delete, publish, send, or mutate remote resources
Offline-friendly - sync/search commands can use the local SQLite store when available
Agent-safe by default - no colors or formatting unless --human-friendly is set

Exit codes: 0 success, 2 usage error, 3 not found, 5 API error, 7 rate limited, 10 config error.

Freshness

This CLI owns bounded freshness for registered store-backed read command paths. In --data-source auto mode, covered commands check the local SQLite store before serving results; stale or missing resources trigger a bounded refresh, and refresh failures fall back to the existing local data with a warning. --data-source local never refreshes, and --data-source live reads the API without mutating the local store.

Set CRAIGSLIST_NO_AUTO_REFRESH=1 to disable the pre-read freshness hook while preserving the selected data source.

Covered command paths:

craigslist-pp-cli postings

JSON outputs that use the generated provenance envelope include freshness metadata at meta.freshness. This metadata describes the freshness decision for the covered command path; it does not claim full historical backfill or API-specific enrichment.

Health Check

craigslist-pp-cli doctor

Verifies configuration and connectivity to the API.

Configuration

Config file: ~/.config/craigslist-pp-cli/config.toml

Troubleshooting

Not found errors (exit code 3)

Confirm the site hostname is a valid Craigslist abbreviation: craigslist-pp-cli areas list --grep <name>
Confirm the category abbreviation: craigslist-pp-cli categories list --grep <name>
For listings, the integer post id (URL form) and the rapi UUID are different identifiers — use listing get-by-pid if you only have the integer.

API-specific

HTTP 403 with body 'Your request has been blocked' — You hit Craigslist's anti-bot threshold. Wait 30 minutes, then resume with longer poll intervals (--interval 5m or higher). Avoid running parallel watches across more than 3-5 sites at once.
Search returns 0 items but the website shows results — Confirm the site abbreviation with craigslist-pp-cli areas list --grep <name>; sapi rejects requests against unknown hostnames silently. Hostname is the short slug (sfbay, nyc, losangeles), not the city name.
watch run keeps reporting the same listings as NEW — The local store is missing or got reset. Run craigslist-pp-cli watch run <name> once with --seed-only to populate the seen-listing baseline without alerting.
RSS feeds 403 — "the URL has ?format=rss in it" — Craigslist hard-blocks RSS as of 2024. The CLI uses sapi/rapi/sitemap-by-date instead — never call CL's RSS URL directly.

Sources & Inspiration

This CLI was built by studying these projects and resources:

juliomalegria/python-craigslist — Python (1100 stars)
irahorecka/pycraigslist — Python (54 stars)
sa7mon/craigsfeed — Go (5 stars)
node-craigslist — JavaScript
ecnepsnai/craigslist — Go
meub/craigslist-for-sale-alerts — Python
3d-logic/craigslist-automation — JavaScript

Generated by CLI Printing Press