forge
forge is an MCP server that helps AI assistants forge, Voxell's hosted text-embedding API. Tools: embed and list_models.
Key facts
- Category
- Search & Retrieval
- GitHub stars
- 1
- Forks
- 0
- License
- MIT
- Last commit
- May 31, 2026
- Best for
- connecting AI assistants to external tools
- Supported clients
- —
- Last updated
- Jul 20, 2026
GitHub metrics
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Watchers
- 0
- Last commit
- May 31, 2026
Scores
GEO score
31/100
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
25
Install
unknown
Startup
unknown
Last tested
Unknown
Capabilities discovered: 0 tools, 0 resources, and 0 prompts.
What is forge?
forge is an MCP server that helps AI assistants forge, Voxell's hosted text-embedding API. Tools: embed and list_models. It belongs to the Search & Retrieval category. It is distributed under the MIT license.
How to install forge
Install and run forge with the following command, then add it to your MCP client configuration:
npx -y @voxell/forge-mcpforge 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
- Unknown
- Security docs
- No
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 31, 2026 | GitHub REST API | high |
| License | MIT | GitHub REST API | high |
| Stars | 1 | GitHub REST API | high |
| Watchers | 0 | GitHub REST API | high |
| Has Authentication Docs | Yes | Repository README | medium |
| Has Security Docs | No | Repository README | medium |
| Risk level | High | Automated risk inference | medium |
| 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 31, 2026 → May 31, 2026
- Last commit: May 31, 2026 → May 31, 2026
- Last commit: May 31, 2026 → May 31, 2026
- Last commit: May 31, 2026 → May 31, 2026
- Last commit: May 31, 2026 → May 31, 2026
forge alternatives
- Agent Skills Search Server★ 23.2K · Apache-2.0 · Jul 10, 2026
Another Search & Retrieval MCP server with similar use cases.
- Exa MCP★ 4.7K · MIT · Jul 18, 2026
Another Search & Retrieval MCP server with similar use cases.
- BoostedTravel★ 1.6K · license n/a · Jul 19, 2026
Another Search & Retrieval MCP server with similar use cases.
- brave★ 1.3K · MIT · Jul 19, 2026
Another Search & Retrieval MCP server with similar use cases.
- jjlabsio-korea-stock-mcp★ 158 · ISC · Jul 16, 2026
Another Search & Retrieval MCP server with similar use cases.
- apple-rag-mcp★ 117 · MIT · Jun 30, 2026
Another Search & Retrieval MCP server with similar use cases.
forge vs related MCP servers
| Server | Stars | Forks | License | Last commit |
|---|---|---|---|---|
| forge | 1 | 0 | MIT | May 31, 2026 |
| Agent Skills Search Server | 23.2K | 1.5K | Apache-2.0 | Jul 10, 2026 |
| Exa MCP | 4.7K | 360 | MIT | Jul 18, 2026 |
| BoostedTravel | 1.6K | 91 | — | Jul 19, 2026 |
Frequently asked questions
What is forge?
forge is an MCP server that helps AI assistants forge, Voxell's hosted text-embedding API. Tools: embed and list_models. It is categorized under Search & Retrieval.
How do I install forge?
Install and run forge with: npx -y @voxell/forge-mcp. Then add it to your MCP client configuration.
What are good alternatives to forge?
Popular alternatives include Agent Skills Search Server, Exa MCP, BoostedTravel, and brave.
How popular is forge on GitHub?
forge has about 1 GitHub stars and 0 forks.
Last updated