INDIVIDUAL MCP TOOL
query_personal_rag
Retrieve bounded context from only the authenticated owner's private collection.
LIVE ENDPOINT
https://wikikv.com/mcp
Connect to this endpoint to inspect the live schema for query_personal_rag and invoke it with your own arguments.
Indexed input schema
{}Risk classification
Inferred read-only · medium confidence · heuristic, not a guarantee.
- No write-capable action terms were found; this is not proof that invocation has no side effects.
Parent server
CONNECT WITH APPROVAL
Client installation
Review this server and its permissions before adding it. Secret placeholders must be set locally.
Codex
~/.codex/config.toml
[mcp_servers.wikikv]
url = "https://wikikv.com/mcp"
enabled = true
Claude Code
.mcp.json
{
"mcpServers": {
"wikikv": {
"type": "http",
"url": "https://wikikv.com/mcp"
}
}
}
Claude Desktop
Settings → Connectors → Add custom connector
Name: wikikv
Remote MCP URL: https://wikikv.com/mcp
Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.
Cursor
.cursor/mcp.json
{
"mcpServers": {
"wikikv": {
"url": "https://wikikv.com/mcp"
}
}
}
Visual Studio Code
.vscode/mcp.json
Add to Visual Studio Code{
"servers": {
"wikikv": {
"type": "http",
"url": "https://wikikv.com/mcp"
}
}
}
Generic MCP
Client-specific MCP configuration
{
"name": "wikikv",
"transport": "streamable-http",
"url": "https://wikikv.com/mcp"
}
MCP Inspector
Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.
Related tools
search_knowledge— Search compact passages; weak matches are marked and never presented as an answer.retrieve_context— Build bounded RAG context from strong matches with stable citations and provenance.get_knowledge— Read one published article with content, provenance, revision, and stable URL.get_personal_rag_quota— Inspect the authenticated owner's private RAG usage, limits, and eligibility.list_personal_rag_collections— List only the authenticated owner's private RAG collections.list_personal_rag_documents— List document metadata from one owner-scoped private RAG collection.create_personal_rag_collection— Create an owner-isolated private RAG collection within the configured quota.add_personal_rag_document— Store one UTF-8 text document without publishing it or fetching any URL.