Side-by-side comparison · Automation & Workflows
Composio vs Gumloop vs Parseur
Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.
Comparing 3 tools, the maximum.
At a glance
Pick it if: People who already use Claude or ChatGPT every day and want it to act in their business apps, plus developers building agents that need app access.
Pick it if: Marketers, sales teams and researchers who want AI to do the repetitive reading, sorting and summarising.
Pick it if: Small businesses and operations teams that copy details from the same kinds of email or PDF into spreadsheets or other apps.
Overview
| Attribute | Composio | Gumloop | Parseur |
|---|---|---|---|
| In one line | Plug Claude or ChatGPT into 1,500+ apps so it can send the email, not just draft it. | Build AI agents that research, scrape and enrich data across your work apps. | Pulls data out of emails and PDFs into your spreadsheets and apps. |
| Pricing model | Freemium | Freemium | Freemium |
| Starting price | $29/mo | From $37/mo | $49/mo |
| Free plan | Yes | No | Yes |
| Works with Claude Code | Yes | Yes | Yes |
Rating breakdown
Our scores out of 5. The higher bar in each row is highlighted.
| Attribute | Composio | Gumloop | Parseur |
|---|---|---|---|
| Overall rating | 4.2Winner | 3.9 | 4.1 |
| Ease of useHow quickly someone non-technical gets value from it. | 4.0 | 4.0 | 4.5 |
| FeaturesHow completely it covers its own job, and how well the pieces fit together. | 4.5 | 4.0 | 4.0 |
| Output qualityHow good the results are before you fix them. | 4.0 | 4.0 | 4.0 |
| Value for moneyWhat you get for the price, including the free plan. | 4.5 | 3.5 | 3.5 |
| Speed & reliabilityHow fast it is and how often it falls over. | 4.0 | 4.0 | 4.5 |
Feature comparison
A tick means it does this today. A dash means we haven't checked.
| Attribute | Composio | Gumloop | Parseur |
|---|---|---|---|
| Access & platform | |||
| Free plan | Yes | No | Yes |
| Mobile app | No | No | – |
| Desktop app | No | No | – |
| Browser extension | No | Yes | – |
| API access | Yes | Yes | Yes |
| Teams & business | |||
| Team workspace | Yes | Yes | Yes |
| Enterprise plan or SSO | Yes | Yes | Yes |
| Connects to other apps | Yes | Yes | Yes |
| Open source or self-hosted | No | No | – |
| AI abilities | |||
| Works with your files | No | Yes | Yes |
| Understands images | – | Yes | – |
| Makes images | No | – | No |
| Makes video | No | No | No |
| Writes code | No | Yes | No |
| Runs agents or automations | Yes | Yes | No |
| Learns your brand or style | No | Yes | – |
| Works in many languages | No | – | Yes |
| Capabilities score | 6/ 17 | 10/ 17 | 7/ 17 |
Pricing
Plans as listed on each vendor's site when we last checked. Confirm before you buy.
| Attribute | Composio | Gumloop | Parseur |
|---|---|---|---|
| Plans | HobbyOur pick Free Individuals connecting their own assistant to their own apps. | ProOur pick From $37/mo Anyone who wants AI doing the research and data work. | Free Free Trying it on a handful of documents. |
Pro $29/mo Teams, or products with real users calling tools. | Enterprise Custom Companies that need security controls and a private cloud. | Micro $49/mo, or $468/yr A small business with a trickle of documents. | |
Enterprise Custom Companies with security reviews and high volume. | StarterOur pick $129/mo, or $1,188/yr Teams processing a few dozen documents a day. | ||
Pro $499/mo, or $4,788/yr Operations teams with high volume. | |||
Enterprise Custom Very high volume or custom contract terms. | |||
| Which plan to pick | If you are connecting your own Claude or ChatGPT to your own apps, Hobby is all you need. Move to Pro when a team or a product of yours starts using it, so usage keeps running past the free cap instead of pausing until next month. | Pro is the only option short of Enterprise, so use the 14-day trial to run one real job end to end and watch the credit meter. If it comes in under 20,000 credits a month, you are set. | Use Free to prove it can read your documents, then pick the plan that matches your monthly page count. Starter is where the cost per page becomes reasonable; yearly billing knocks roughly a quarter off. |
Key features
| Attribute | Composio | Gumloop | Parseur |
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Pros and cons
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Who each one is for
| Attribute | Composio | Gumloop | Parseur |
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Questions people ask
Which is better, Composio, Gumloop or Parseur?
Composio scores highest overall in our ratings (Composio 4.2/5, Gumloop 3.9/5 and Parseur 4.1/5). Composio is best for Letting Claude act in Gmail, Slack and your CRM and one connector instead of dozens of MCP servers. Gumloop is best for website scraping and research and lead enrichment and scoring. Parseur is best for order and booking emails into a spreadsheet and lead notification emails into a CRM.
Which is cheaper, Composio, Gumloop or Parseur?
Composio: There's a free plan, and paid plans start at $29/mo. Gumloop: There's no free plan. Paid plans start at From $37/mo. Parseur: There's a free plan, and paid plans start at $49/mo.
Which is easier to use, Composio, Gumloop or Parseur?
Parseur rates highest for ease of use in our scores. Small businesses and operations teams that copy details from the same kinds of email or PDF into spreadsheets or other apps.
How we compare
Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.
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