telecrawl: Best Telegram Archiving CLI for Developers in 2026

What Is telecrawl?

telecrawl is one of the best Telegram Archiving CLI tools for developers, power users, and privacy-conscious teams. Built by openclaw, it reads local Telegram Desktop tdata through opentele2 and Telethon, then builds a searchable archive in ~/.telecrawl/telecrawl.db for offline use. It is designed for people who want Telegram history, folders, topics, and message metadata without turning a personal chat log into a cloud service.

Quick Overview

The practical takeaway is simple: telecrawl is not a messenger client or a hosted SaaS. It is a local ingestion and indexing layer with explicit backup boundaries, so normal search stays on disk and backup push is the only command that writes encrypted shards to GitHub.

Who Should Use telecrawl?

• Solo engineers who need a full-text Telegram archive on their laptop and do not want to write a custom MTProto ingestion pipeline.
• Security-conscious operators who prefer local data processing, explicit backup pushes, and encrypted shard storage over always-on cloud sync.
• Researchers and journalists who need reproducible chat history, thread context, and searchable message metadata for investigations or reporting.
• Power users with long-lived Telegram histories who want fast terminal search across chats, folders, topics, and pinned threads.

Not ideal for:

• People who do not run Telegram Desktop locally or cannot access a valid tdata directory.
• Teams that need a shared web UI, multi-user permissions, or centralized hosted indexing.
• Users who want a mobile-first workflow with zero local setup or no command-line interaction.

Key Features of telecrawl

• Local-first ingestion -- Normal import, search, and status commands stay on the local machine. The page states that data is not uploaded unless you run backup push explicitly, which makes the default workflow predictable for privacy-sensitive environments.
• SQLite-backed archive -- telecrawl stores the archive in ~/.telecrawl/telecrawl.db, which gives you a standard relational store that tools like sqlite3 and SQL-aware editors can inspect. That is a better fit than opaque JSON dumps when you need repeatable queries and quick point lookups.
• Telegram folders and forum topics -- The CLI archives folders, forum topics, reply and thread IDs, pinned messages, edits, forwards, reactions, view counts, and reply counts when Telethon exposes them for the active account. That means telecrawl captures more structure than a plain export.
• Machine-readable output -- --json turns commands like status and search into structured output for scripts, pipelines, and CI jobs. That makes telecrawl usable as a data source instead of only a manual inspection tool.
• Encrypted GitHub shard backups -- Backup shards are JSONL, gzip-compressed with deterministic metadata, and encrypted with age before Git sees them. Git can see backup cadence and shard metadata, but it cannot read message text, sender names, chat names, or media metadata without the age identity.
• Cross-machine restore flow -- backup init, backup push, backup status, and backup pull form a complete lifecycle for moving archives between machines. The restore path is explicit enough to validate in a throwaway DB before touching the primary archive.
• Flexible installation paths -- You can install telecrawl with Homebrew, go install, or Docker. That makes it easier to run on macOS workstations, CI-style environments, and machines where the Python bridge needs to stay isolated.

telecrawl vs Alternatives

Pick Telethon if you want full Python control over Telegram API calls and are fine building your own schema, search layer, and backup logic. Pick Telegram Desktop export if you only need a quick dump for a single chat or account and do not care about incremental indexing.

Pick age if your only problem is file encryption, not ingestion or search. If you need a broader encrypted storage workflow instead of a Telegram-specific archive, DataHaven is the closer fit. If you are comparing command-line workflows in general, browse all CLI Tools is the right broader filter on this site.

How telecrawl Works

telecrawl uses a Go CLI as the main control plane and a Python bridge for Telegram Desktop tdata imports. Running telecrawl deps install creates ~/.telecrawl/venv and installs opentele2 plus Telethon, which lets the CLI read local Telegram Desktop state without relying on a remote export endpoint.

The archive model is intentionally simple: import from local tdata, normalize the result, and store it in SQLite. Search then becomes a local database query instead of a round-trip to Telegram, which is why telecrawl search can stay fast even after the initial import grows into thousands of messages.

Backups are a separate stage with a different threat model. telecrawl emits JSONL shards, compresses them with deterministic gzip metadata, encrypts them with age, and only then hands them to Git, so the repository sees shard metadata but not the plaintext archive content.

telecrawl doctor
telecrawl import
telecrawl search 'invoice' --json

The first command checks the local environment and tdata path. The import command populates the SQLite archive, and the search command shows how telecrawl behaves as a terminal-first lookup tool that can also feed other scripts through JSON output.

Pros and Cons of telecrawl

Pros:

• Local data stays local by default -- Normal archive and search commands do not upload data, so day-to-day use does not depend on a remote service.
• SQLite gives you inspectable storage -- The archive lives in a standard database file, which makes ad hoc queries and backups much easier than parsing raw exports.
• Rich Telegram metadata is preserved -- Folders, topics, pins, forwards, reactions, and counts are captured when the underlying Telegram data exposes them.
• Encrypted Git backup workflow is explicit -- backup push is a deliberate action, and the resulting shards are encrypted with age before they reach GitHub.
• Useful for automation -- --json output makes telecrawl suitable for scripts, audits, or scheduled local jobs.
• Multiple install paths -- Homebrew, Go, and Docker cover most workstation and CI-style setups.

Cons:

• Depends on Telegram Desktop tdata -- If you do not use Telegram Desktop or the local profile is unavailable, telecrawl cannot import anything useful.
• Backup recovery depends on age.key -- Lose the identity and you lose the ability to decrypt encrypted backup shards unless another recipient exists.
• Python bridge adds setup friction -- You need telecrawl deps install before the import flow is usable, which is an extra step versus a single static binary.
• Default import limits may be too small -- The defaults cap dialogs and messages, so large histories need explicit --dialogs-limit 0 and --messages-limit 0 tuning.
• Not a team server -- telecrawl is built for local archives, not for shared multi-user access or a hosted search interface.

Getting Started with telecrawl

The fastest path is install, bridge setup, doctor, import, then search. If you use Homebrew, the workflow is a few commands long and does not require a separate server process.

brew tap steipete/tap
brew install telecrawl
telecrawl deps install
telecrawl doctor
telecrawl import
telecrawl status
telecrawl search 'invoice'

If your Telegram Desktop data lives somewhere non-standard, pass --source before doctor or import. After the first import, status tells you what landed in ~/.telecrawl/telecrawl.db, and search queries that local index directly instead of re-reading Telegram every time.

Docker is the safer option when you want to isolate the Python bridge or keep your host clean. Mount Telegram Desktop tdata read-only and keep the archive under /data so the container can import without mutating your source profile.

Verdict

telecrawl is the strongest option for local Telegram archiving when you need offline search and encrypted Git backups, not a hosted inbox mirror. Its main strength is the SQLite index plus age-encrypted shard model; the caveat is the dependency on local Telegram Desktop state and an intact age.key. Recommended for developers who want ownership, not another SaaS.