MCP Documentation Server

MCPOpen SourceMIT72.5

by andrea9293 • Uncategorized

A TypeScript MCP server for local-first document management and semantic search with embedded vector database and AI-powered capabilities.

Example Use Cases

1
Local-first document storage and management without relying on external databases.
2
Hybrid semantic search combining full-text and vector similarity across documents.
3
AI-powered contextual document analysis and search using Google Gemini.

Description

This MCP server provides a local-first solution for managing documents with semantic search powered by an embedded Orama vector database. It supports hybrid search combining full-text and vector similarity, intelligent chunking of documents, and optional AI-enhanced search using Google Gemini. The built-in web UI offers a comprehensive dashboard for document management, search, and file uploads without requiring external databases or cloud services.

Capabilities(11 total)

Tools (11)

add_document

Add a new document to the knowledge base

title:string*content:string*metadata:object

delete_document

Delete a document from the collection

id:string*

search_documents

Search for chunks within a specific document using semantic similarity. Always tell the user if result is truncated because of length. for example if you recive a message like this in the response: 'Tool response was too long and was truncated'

document_id:string*query:string*limit:number

get_document

Use this tool only when user explicitly requests it. Retrieve a specific document by ID. Always tell the user if result is truncated because of length. for example if you recive a message like this in the response: 'Tool response was too long and was truncated'

id:string*

list_documents

List all documents in the knowledge base

Quick Actions

View on GitHub

Security

Scanned 1 month(s) ago

Risk Level

MINIMAL

Read-only data retrieval, no side effects

Trust Score

B70/100

12/17 checks passed

Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.

Quick Stats

Service TypeMCP

Pricing ModelFreemium

Capabilities11 Tools / 0 Prompts / 0 Resources

Ownerandrea9293

CategoryUncategorized

DependenciesStandalone

Set Your Username