Dreamlit
Dreamlit is an MCP server that helps AI assistants create, test, publish, and manage Dreamlit notification workflows from AI clients.
Key facts
- Category
- Developer Tools
- GitHub stars
- 0
- Forks
- 0
- License
- —
- Last commit
- May 14, 2026
- Best for
- connecting AI assistants to external tools
- Supported clients
- —
- Last updated
- Jul 20, 2026
GitHub metrics
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Watchers
- 0
- Last commit
- May 14, 2026
Scores
GEO score
26/100
Weighted blend: popularity 35%, freshness 25%, growth 25%, maintenance 15%.
Needs ~7 days of metric history
Scores last calculated Jul 20, 2026.
Benchmark summary
Benchmark
17
Install
unknown
Startup
unknown
Last tested
Jul 20, 2026
Capabilities discovered: 0 tools, 0 resources, and 0 prompts.
What is Dreamlit?
Dreamlit is an MCP server that helps AI assistants create, test, publish, and manage Dreamlit notification workflows from AI clients. It belongs to the Developer Tools category.
How to install Dreamlit
See the official documentation for installation instructions.
Dreamlit use cases
A general-purpose MCP server.
Safety notes
- Requires API token
- Yes
- Writes to external systems
- Yes
- Accesses local filesystem
- Unknown
- Connects to a database
- Yes
- Security docs
- Yes
Inferred by rule from each server's metadata, README, and category. "Unknown" means the signal could not be determined — always verify against the official docs before granting access.
Data sources
| Field | Value | Source | Confidence |
|---|---|---|---|
| Forks | 0 | GitHub REST API | high |
| Last commit | May 14, 2026 | GitHub REST API | high |
| Stars | 0 | GitHub REST API | high |
| Topics | dreamlit, mcp, model-context-protocol, notifications, workflows | GitHub REST API | high |
| Watchers | 0 | GitHub REST API | high |
| Has Authentication Docs | Yes | Repository README | medium |
| Has Security Docs | Yes | Repository README | medium |
| Risk level | High | Automated risk inference | medium |
| Connects Database | Yes | Automated risk inference | low |
| Requires Api Token | Yes | Automated risk inference | low |
| Uses Network Access | Yes | Automated risk inference | low |
| Writes External System | Yes | Automated risk inference | low |
Confidence reflects the source: high = GitHub REST API, medium = README-derived or synthesized, low = inferred from keywords. Fields that cannot be determined are shown as "Unknown" — never fabricated.
Recent changes
- Last commit: May 14, 2026 → May 14, 2026
- Last commit: May 14, 2026 → May 14, 2026
- Last commit: May 14, 2026 → May 14, 2026
- Last commit: May 14, 2026 → May 14, 2026
- Last commit: May 14, 2026 → May 14, 2026
Dreamlit alternatives
- Context7★ 59.5K · MIT · Jul 19, 2026
Another Developer Tools MCP server with similar use cases.
- GitHub MCP Server★ 31.6K · MIT · Jul 19, 2026
Another Developer Tools MCP server with similar use cases.
- MCP Registry Server★ 7K · license n/a · Jul 15, 2026
Another Developer Tools MCP server with similar use cases.
- strata★ 5.8K · Apache-2.0 · Jun 1, 2026
Another Developer Tools MCP server with similar use cases.
- Figma MCP Server★ 1.8K · license n/a · Jul 13, 2026
Another Developer Tools MCP server with similar use cases.
- ref-tools-ref-tools-mcp★ 1.1K · MIT · Jun 26, 2026
Another Developer Tools MCP server with similar use cases.
Dreamlit vs related MCP servers
| Server | Stars | Forks | License | Last commit |
|---|---|---|---|---|
| Dreamlit | 0 | 0 | — | May 14, 2026 |
| Context7 | 59.5K | 2.8K | MIT | Jul 19, 2026 |
| GitHub MCP Server | 31.6K | 4.6K | MIT | Jul 19, 2026 |
| MCP Registry Server | 7K | 902 | — | Jul 15, 2026 |
Frequently asked questions
What is Dreamlit?
Dreamlit is an MCP server that helps AI assistants create, test, publish, and manage Dreamlit notification workflows from AI clients. It is categorized under Developer Tools.
What are good alternatives to Dreamlit?
Popular alternatives include Context7, GitHub MCP Server, MCP Registry Server, and strata.
Last updated