servers / ai-voxell-forge
ai.voxell/forge MCP server
communitystdiolocalverifiedhealthy
MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list_models.
01Tools · 2
How to read this: tool names here are observed from a live tools/list handshake. The Risk label is a heuristic inferred from the tool name (write/destructive verbs), not from executing the tool — a conservative guess, not a verified capability. We never escalate risk from a description. Found one that's wrong? Tell us — we fix on report.
| Tool | Risk | Side effects | Approval |
|---|---|---|---|
| list_models List the available Forge embedding models and their dimensions. Call this to pick a model before embedding. | read | false | unknown |
| embed Generate vector embeddings for one or more texts with Forge (Voxell's hosted embedding API). Use it to turn text into vectors for semantic search, RAG, clustering, or similarity. Set input_type='query' for search queries and 'document' for content you index. Choose model by quality/cost: turbo (1024d, fast, default) -> pro (2560d) -> ultra (4096d, #4 on MTEB English, top usable). Optionally set dim to truncate (Matryoshka, re-normalized). | read | false | unknown |
02Install & source
npx -y @voxell/forge-mcp
npx- repohttps://github.com/VoxellInc/forge-mcp
- licenseMIT
- adoption1 stars · 0 forks
03Access granted
Vector & semantic search · destructive
The access this server can exercise, inferred from its verified tools — not a declared OAuth scope.
05Provenance & freshness
sourcesOfficial MCP Registry [p1]
last_checked2026-08-19 21:53Z
next_check2026-08-21 21:51Z
cadenceevery 48h
verifiedtools_list:passed handshake:passed metadata:passed tools_list:passed handshake:passed metadata:passed tools_list:passed handshake:passed metadata:passed tools_list:passed
index_statusindex — 9 unique facts >= 5
06Badge
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