In-depth architectural comparison of the Searchcraft MCP Server and Forge MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Searchcraft MCP Server
Search & Data Extraction · Remote HTTP/SSE
Quality: 53/100 (Good) | Auth: API Key required
Forge MCP
Search & Data Extraction · Local stdio
Quality: 59/100 (Good) | Auth: API Key required
Verdict Summary: Choose Searchcraft MCP Server if you need specialized Search & Data Extraction tools running via a hosted cloud SSE transport. Choose Forge MCP if your workspace requires Search & Data Extraction integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Searchcraft MCP Server when:
You need dedicated capabilities in the Search & Data Extraction domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.
Official MCP server for Forge, Voxell's hosted text-embedding API. Generate vector embeddings (turbo 1024d, pro 2560d, ultra 4096d; Matryoshka truncation) for semantic search and RAG. npx -y @voxell/forge-mcp
Category & Scope
Tools & Capabilities Breakdown
Searchcraft MCP Server Tools (48)
create_index
Create a new index with the specified schema. This will empty the index if it already exists.
delete_index
Delete an index and all its documents permanently.
get_all_index_stats
Get document counts and statistics for all indexes.
get_index_schema
Get the schema definition for a specific index.
get_index_stats
Get statistics and metadata for a specific index (document count, etc.).
list_all_indexes
Get a list of all indexes in the Searchcraft instance.
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Searchcraft MCP Server is categorized under Search & Data Extraction and uses a remote streaming HTTP/SSE transport. In contrast, Forge MCP belongs to Search & Data Extraction using local stdio subprocess. Select Searchcraft MCP Server when you need capabilities focused on search & data extraction and Forge MCP when you require tools for search & data extraction.
Make partial configuration changes to an index schema (search_fields, weight_multipliers, etc.).
update_index
Replace the entire contents of an existing index with a new schema definition.
add_documents
Add one or multiple documents to an index. Documents should be provided as an array of JSON objects.
delete_all_documents
Delete all documents from an index. The index will continue to exist after all documents are deleted.
delete_document_by_id
Delete a single document from an index by its internal Searchcraft ID (_id).
delete_documents_by_field
Delete one or several documents from an index by field term match (e.g., {id: 'xyz'} or {title: 'foo'}).
+36 more tools listed on main page
Forge MCP Tools (2)
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).
list_models
List the available Forge embedding models and their dimensions. Call this to pick a model before embedding.