AI agent starters · Rank #47
openagent
Grade C: derived only from the two verdicts below. How grades work
What if OpenAI Deep Research and Dify were one platform? OpenAgent — harness architecture for rapidly building vertical AI agents, with deep reasoning loops, visual workflows, RAG, and A2A delegation.
Why this verdict
How we check →- No commits in 90 days; last commit 93 days ago. receipt ↗
- Latest release v1.1.4, 125 days ago. receipt ↗
- OpenAI SDK 2 declared; latest is 3 (1 major behind). receipt ↗
- On current major: Celery, Flask, LangChain, NumPy, Pydantic, SQLAlchemy. receipt ↗
Snapshot: commit 4013ab2 on main, checked 2026-10-19 06:43 UTC. Receipts link to files at this exact commit.
Dependency freshness
| Package | Declared | Latest | Status |
|---|---|---|---|
| OpenAI SDK openai | 2.24.0 | 3.35.1 | 1 major behind |
| Celery celery | 5.5.2 | 5.6.3 | Current |
| Flask flask | 3.1.3 | 3.1.3 | Current |
| LangChain langchain | 1.2.18 | 1.4.6 | Current |
| LangGraph langgraph | 1.1.10 | 1.2.16 | Current |
| NumPy numpy | 2.4.2 | 2.5.4 | Current |
| Pydantic pydantic | 2.12.5 | 2.14.1 | Current |
| SQLAlchemy sqlalchemy | 2.0.48 | 2.1.5 | Current |
Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.
What's in the stack
- Framework
- Flask
- Database / ORM
- SQLAlchemy, PostgreSQL (psycopg), Alembic
- API layer
- Pydantic, Celery
- Testing
- pytest
Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.
What the README says you get
- AINatural-language app creation
turn natural-language requirements into new AI app creation flows
- AIRetrieval-augmented generation
connect retrieval to agents and workflows
- AIApp workspace
Build and manage AI apps from a dedicated workspace
- AIVersion and prompt comparison
draft, publish, analysis, version comparison, and prompt comparison flows
- APIOpenAPI chat endpoint
Expose published apps over REST and SSE through `POST /api/openapi/chat`
- DataDataset and document management
Manage datasets, upload documents, inspect segments
- DeployDocker Compose stack
Start the Docker stack
- OtherPublic app store views
Browse public apps, tools, and workflows through store-style views
- TestingAutomated backend and frontend tests
The repository already includes automated backend and frontend tests
- UIVisual workflow editor
Design workflows visually with nodes for LLMs, tool calls, dataset retrieval
Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote; 4 unverifiable items were discarded. A README claim is the maker's description, not something we tested.
Watch openagent
Get told if it goes dormant, gets archived, falls further behind on a core dependency, or changes its license or price.
History
Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.
Show as a table
| Date | Maintenance | Dependencies | Commits (90d) |
|---|---|---|---|
| Oct 19, 2026 | Slowing | 1 major behind | 0 |
| Oct 12, 2026 | Steady | 1 major behind | 1 |
| Sep 29, 2026 | Steady | 1 major behind | 1 |
Sources
Every claim on this page comes from these public records, checked . Open them to verify.
- Commit history ↗ default branch (main) at the checked commit: pulse, contributors, last commit
- Releases ↗ latest release
- api/requirements.txt ↗ declared dependency versions and stack (at commit 4013ab2)
- README ↗ quoted features at the checked commit
- PyPI ↗ latest versions of Python packages (each linked in the table above)