everything vs vectorize-mcp-server
Side-by-side comparison to help you pick between these two MCP servers.
everything by modelcontextprotocol | vectorize-mcp-server by vectorize-io | |
|---|---|---|
| Stars | ★ 85,748 | ★ 106 |
| 30d uses | — | — |
| Score | 77 | 47 |
| Official | ✓ | — |
| Categories | Developer ToolsAI / LLM ToolsOther | AI / LLM ToolsKnowledge GraphOther |
| Language | TypeScript | JavaScript |
| Last commit | this month | this month |
everything · Summary
Official MCP test server exercising all protocol features for client builders.
vectorize-mcp-server · Summary
Vectorize MCP server enables vector search, text extraction, and deep research through the Model Context Protocol.
everything · Use cases
- Testing MCP client implementations against all protocol features
- Learning MCP protocol capabilities through a reference server
- Validating client compatibility with different transport methods
vectorize-mcp-server · Use cases
- Retrieving relevant documents based on semantic search queries
- Converting PDFs and other documents to structured Markdown format
- Performing deep research with web search integration
everything · Install
NPX (recommended)
{
"mcpServers": {
"everything": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-everything"]
}
}
}On Windows, use cmd /c:
{
"mcpServers": {
"everything": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
}
}
}Docker
{
"mcpServers": {
"everything": {
"command": "docker",
"args": ["run", "-i", "--rm", "mcp/everything"]
}
}
}Global install
npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everythingvectorize-mcp-server · Install
Installation
Running with npx
export VECTORIZE_ORG_ID=YOUR_ORG_ID
export VECTORIZE_TOKEN=YOUR_TOKEN
export VECTORIZE_PIPELINE_ID=YOUR_PIPELINE_ID
npx -y @vectorize-io/vectorize-mcp-server@latestClaude Desktop Configuration
Add to your claude_desktop_config.json:
{
"mcpServers": {
"vectorize": {
"command": "npx",
"args": ["-y", "@vectorize-io/vectorize-mcp-server@latest"],
"env": {
"VECTORIZE_ORG_ID": "your-org-id",
"VECTORIZE_TOKEN": "your-token",
"VECTORIZE_PIPELINE_ID": "your-pipeline-id"
}
}
}
}