# Robocorp vs Robot Framework

> Robot Framework scores 76.4 (BB) to Robocorp's 65.5 (B) for robotic process automation. Prices, MCP, x402, uptime and agent notes side by side.

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- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-14

Robot Framework scores 76.4 (BB) on agent readiness against Robocorp's 65.5 (B), and leads in 6 of 7 scored categories. Both do robotic process automation.

- Robocorp: grade B, 65.5/100, rank #337 of 1076. Markdown https://www.anchorterminal.com/tools/robocorp.md · JSON https://www.anchorterminal.com/api/v1/tools/robocorp.json
- Robot Framework: grade BB, 76.4/100, rank #35 of 1076. Markdown https://www.anchorterminal.com/tools/robot-framework.md · JSON https://www.anchorterminal.com/api/v1/tools/robot-framework.json
- Best desktop and mobile app automation for AI agents: https://www.anchorterminal.com/best/desktop-automation/index.md
- All 15 desktop comparisons: https://www.anchorterminal.com/compare/desktop-automation/index.md

## Which one, for what

### Robocorp (B)

Good for: Python RPA on Windows desktops, browsers and documents, written or run by a coding agent.

Watch for: robocorp.com redirects to sema4.ai, which answered our reader with a bot check, so the docs, Control Room pricing and terms were not read

### Robot Framework (BB)

Good for: Agents that write or run keyword-driven test and RPA suites across web, desktop and mobile through libraries.

Ahead on:
- Reliability, 95 against 87
- Schema & documentation, 86 against 65
- Agent ergonomics, 78 against 59
- Security & auth, 50 against 44
- Maintenance & community, 90 against 81
- Transparency & trust, 76 against 65

Also in its favour:
- Agent-ready, a grade of BB or better
- Free to start without a card

Watch for: Desktop and mobile control depend on separate libraries, such as AppiumLibrary and AutoItLibrary, maintained outside the core project


## Score by category

| Category | Weight | Robocorp | Robot Framework | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 87 | 95 | Robot Framework +8 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 65 | 86 | Robot Framework +21 |
| Agent ergonomics | 13% (16.2 this run) | 59 | 78 | Robot Framework +19 |
| Security & auth | 14% (17.5 this run) | 44 | 50 | Robot Framework +6 |
| Payments & pricing | 10% (12.5 this run) | 60 | 60 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 81 | 90 | Robot Framework +9 |
| Transparency & trust | 7% (8.8 this run) | 65 | 76 | Robot Framework +11 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **65.5 · B** | **76.4 · BB** | |

## Facts side by side

| Fact | Robocorp | Robot Framework |
| --- | --- | --- |
| Kind | SDK + MCP | Agent framework |
| Vendor | Sema4.ai | Robot Framework Foundation |
| Hosted endpoint | no (local only) | no (local only) |
| Transports |  |  |
| Auth | None | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | Apache-2.0 | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-04 | 2026-09-14 |
| Terms last updated | no document linked | no document linked |
| Privacy policy last updated | no document linked | no date given |
| Customer content may train models |  |  |
| Terms restrict automated access |  |  |
| Terms restrict benchmarking |  |  |
| Terms or service can change without notice |  |  |
| Arbitration or class-action waiver |  |  |
| Popularity | 1.6k stars, 61k PyPI/wk | 12k stars, 776k PyPI/wk |

## Verdicts

**Robocorp.** Apache-2.0 libraries with passing CI, releases in the last month and an agent skill in the repository make it practical for agent-written desktop automation. robocorp.com now redirects to Sema4.ai, whose docs, pricing, terms and rcc downloads sit behind a bot check, and recent library issues mostly go unanswered.

**Robot Framework.** A stable 7.5 release, passing unit and acceptance tests, JSON schemas for results and library docs, and an llms.txt make it a dependable base for agent-written automation. Desktop and mobile control come from separate community libraries, there is no official MCP server, and no security policy or security.txt was found.

## Before you call either

### Robocorp

1. Install libraries with `pip install robocorp` and add `rpaframework` or `robocorp-windows` separately. robocorp-windows is not in the meta-package
2. Use RPA.Windows or robocorp.windows on Windows only. On macOS or Linux use RPA.Desktop, which works by keyboard, mouse and image matching
3. Ask the user for the rcc download link for their platform, because the release notes page blocks automated requests
4. Run a task package with `rcc task run --robot robot.yaml --task "TASK NAME"` and read the final status as well as the log output
5. Keep secrets in robocorp.vault or environment variables and register sensitive names with robocorp.log so they are hidden from logs

### Robot Framework

1. Install with `pip install robotframework` and check with `robot --version`. Add the library for the target app, such as AppiumLibrary, separately
2. Read the exit code. It is the number of failed tests or tasks up to 250, and 252, 253 or 255 mean bad input, a user stop or an internal error
3. Use `--dryrun` to validate a suite without running keywords, and `--rerunfailed output.xml` to repeat only failures
4. Convert results with `rebot --output output.json output.xml` for JSON that matches doc/schema/result.json
5. Keep secrets out of keyword arguments, because log.html records arguments unless keywords are removed with `--removekeywords`

## Questions

### Which is better for AI agents, Robocorp or Robot Framework?

Robot Framework scores 76.4 (BB) on agent readiness against Robocorp's 65.5 (B), and leads in 6 of 7 scored categories.

### Are Robocorp and Robot Framework open source?

Yes. Robocorp is open source (Apache-2.0). Robot Framework is open source (Apache-2.0).


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/robocorp-vs-robot-framework.json, and with the fewest tokens: https://www.anchorterminal.com/compare/robocorp-vs-robot-framework.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "robocorp", "b": "robot-framework"}`. From a terminal: `anchor compare robocorp robot-framework`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/robocorp.json and https://www.anchorterminal.com/api/v1/tools/robot-framework.json

## Other comparisons with Robocorp or Robot Framework

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- [AutoIt vs Robocorp](https://www.anchorterminal.com/compare/autoit-vs-robocorp.md)
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