spotdb
spotdb is an MCP server that helps AI assistants ephemeral data sandbox for AI workflows with guardrails and security.
Key facts
- Category
- Developer Tools
- GitHub stars
- 21
- Forks
- 4
- License
- MIT
- Last commit
- Oct 9, 2025
- Best for
- connecting AI assistants to external tools
- Supported clients
- —
- Last updated
- Jul 28, 2026
GitHub metrics
- Stars
- 21
- Forks
- 4
- Open issues
- 11
- Watchers
- 0
- Last commit
- Jul 25, 2026
Scores
GEO score
45/100
Weighted blend: popularity 35%, freshness 25%, growth 25%, maintenance 15%.
Needs ~7 days of metric history
Scores last calculated Jul 28, 2026.
Benchmark summary
Benchmark
22
Install
unknown
Startup
unknown
Last tested
Unknown
Capabilities discovered: 0 tools, 0 resources, and 0 prompts.
What is spotdb?
spotdb is an MCP server that helps AI assistants ephemeral data sandbox for AI workflows with guardrails and security. It belongs to the Developer Tools category. It is distributed under the MIT license.
How to install spotdb
See the official documentation for installation instructions.
spotdb 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 | 4 | GitHub REST API | high |
| Last commit | Oct 9, 2025 | GitHub REST API | high |
| License | MIT | GitHub REST API | high |
| Stars | 21 | GitHub REST API | high |
| Topics | agentic, agentic-ai, agentic-workflow, agents, ai, ai-agents, database, docker, duckdb, lang-chain, llm | 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: Oct 9, 2025 → Oct 9, 2025
- Last commit: Oct 9, 2025 → Oct 9, 2025
- Last commit: Oct 9, 2025 → Oct 9, 2025
- Last commit: Oct 9, 2025 → Oct 9, 2025
- Last commit: Oct 9, 2025 → Oct 9, 2025
spotdb alternatives
- Context7★ 59.9K · MIT · Jul 25, 2026
Another Developer Tools MCP server with similar use cases.
- GitHub MCP Server★ 31.8K · MIT · Jul 27, 2026
Another Developer Tools MCP server with similar use cases.
- MCP Registry Server★ 7.1K · license n/a · Jul 27, 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 21, 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.
spotdb vs related MCP servers
| Server | Stars | Forks | License | Last commit |
|---|---|---|---|---|
| spotdb | 21 | 4 | MIT | Jul 25, 2026 |
| Context7 | 59.9K | 2.9K | MIT | Jul 25, 2026 |
| GitHub MCP Server | 31.8K | 4.7K | MIT | Jul 27, 2026 |
| MCP Registry Server | 7.1K | 915 | — | Jul 27, 2026 |
Frequently asked questions
What is spotdb?
spotdb is an MCP server that helps AI assistants ephemeral data sandbox for AI workflows with guardrails and security. It is categorized under Developer Tools.
What are good alternatives to spotdb?
Popular alternatives include Context7, GitHub MCP Server, MCP Registry Server, and strata.
How popular is spotdb on GitHub?
spotdb has about 21 GitHub stars and 4 forks.
Last updated