Rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, co

Voice & Conversational Python Grade C Listed Apache-2.0
58.9/100
Rank #350 of 1308
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How does it stack up against its Voice & Conversational neighbours?

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Promising trust profile, but some evidence still deserves review.

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Listing state
Listed
Evidence coverage
Grade A · 4/5 signals
Last push
2026-07-24 · 32d ago
Recent change
Rank +2

Is Rasa safe? Rasa scores 58.9/100 (Grade C), ranked #350 of 1308 tracked open-source AI agent projects, on evidence coverage A (4 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 5.2/10; recent commits are unsigned; last pushed 2026-07-24. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Voice & Conversational

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-08-24
Rank Moved
Rank dropped 22 spots (#330 → #352)
2026-08-22
Rank Moved
Rank rose 20 spots (#351 → #331)
2026-08-19
Rank Moved
Rank dropped 17 spots (#333 → #350)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 5.2/10. Tighten the weakest checks to improve public safety evidence.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
Refresh maintenance signals The repo was last pushed 32 days ago. Fresh activity helps separate stable projects from stale ones.
63.8
Activity sub-score · out of 100
#6

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage A is separate — it grades how many independent signal types back the score (4 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-08-25 11:32 UTC · Repo last pushed 32 days ago

Rank Trend

2026-08-11 2026-08-25

Activity & Reach

Stars
21.3k
Forks
4.9k
Last Push
2026-07-24
32 days ago
Commits (4 wk)
0
Downloads (7d)
58,407
pypi
HN mentions (30d)
194
Open Issues
10
Rank Change
▲2
was #352

Analysis

HVTrust Dimensions vs Voice & Conversational

58.9 / 100 · 100.0% confidence

Rasa Voice & Conversational average (12 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
6.5 / 25
2.1 below avg 8.6
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
1.8 below avg 12.6
Transparency50% declared license · 50% OSSF Scorecard
12.9 / 17
1.4 above avg 11.5
Maintenance60% last-push freshness · 40% commit activity
9.9 / 20
7.1 below avg 17.0
AdoptionLog-scaled stars · package downloads
16.7 / 20
5.8 above avg 10.8

Activity Inputs

63.8 / 100
StarsRepository reach
26.0 / 30
FreshnessLast push recency
20.6 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
17.2 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
5.2 / 10
OpenSSF Scorecard · scanned Aug 25, 2026
Signed Commits
Unable to query
Binary-Artifacts 10
Branch-Protection 8
CI-Tests 1
CII-Best-Practices 0
Code-Review 9
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 10
Fuzzing 0
License 10
Maintained 0
Packaging 10
Pinned-Dependencies 6
SAST 0
Security-Policy 0
Signed-Releases -1
Token-Permissions 0
Vulnerabilities 0

Is Rasa safe?

Rasa has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.
Does Rasa publish package provenance?
No published build provenance is currently detected for Rasa. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Rasa have an OpenSSF Scorecard?
Rasa has an OpenSSF Scorecard score of 5.2/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.
Is Rasa actively maintained?
Slowing down. Last push was 32 days ago — keep an eye on whether activity resumes.
What license does Rasa use?
Rasa ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

Compare Rasa head-to-head

AI agent surface

MCP, providers, tool surface
Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support
None detected
No MCP server signal detected.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
3 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
  • database
  • filesystem
Detailed evidence is not shown in the public view.
Package Provenance Drift
high confidence
Match
Published package metadata matches the tracked repo
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live

Maintain Rasa?

For maintainers

HVTrust scores Rasa from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Reputation Timeline

Signal history
Rank 17HVTrust 2Score 1
2026-08-24
Rank Moved
Rank dropped 22 spots (#330 → #352)
2026-08-22
Rank Moved
Rank rose 20 spots (#351 → #331)
2026-08-19
Rank Moved
Rank dropped 17 spots (#333 → #350)
2026-08-17
Rank Moved
Rank rose 11 spots (#346 → #335)
2026-08-13
Rank Moved
Rank dropped 16 spots (#320 → #336)
2026-08-12
Rank Moved
Rank rose 13 spots (#333 → #320)
2026-08-10
Rank Moved
Rank dropped 19 spots (#312 → #331)
2026-08-08
Rank Moved
Rank dropped 75 spots (#234 → #309)
2026-07-23
Rank Moved
Rank rose 50 spots (#253 → #203)
2026-07-23
HVTrust Changed
HVTrust up 4.1pts (56.5 → 60.6)
2026-07-23
Activity Score Changed
Activity score up 8pts (60 → 68)
2026-07-15
Rank Moved
Rank dropped 10 spots (#232 → #242)
2026-07-14
Rank Moved
Rank dropped 12 spots (#220 → #232)
2026-07-13
Rank Moved
Rank dropped 31 spots (#189 → #220)
2026-06-24
Rank Moved
Rank dropped 23 spots (#175 → #198)
2026-06-23
Rank Moved
Rank dropped 12 spots (#163 → #175)
2026-06-21
Rank Moved
Rank dropped 10 spots (#147 → #157)
2026-06-18
Rank Moved
Rank dropped 10 spots (#129 → #139)
2026-06-01
Rank Moved
Rank dropped 14 spots (#87 → #101)
2026-05-29
HVTrust Changed
HVTrust up 9.9pts (48.4 → 58.3)

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 58.9 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/rasa.svg)](https://hvtracker.net/agents/rasa)
HTML:
<a href="https://hvtracker.net/agents/rasa"><img src="https://hvtracker.net/badge/rasa.svg" alt="HVTrust"></a>

Other agents in Voice & Conversational

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI · Algolia HN Search API
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON