Knowledge Base MCP Server

Alternatives to Knowledge Base MCP Server

• MCP Qdrant Server with OpenAI Embeddings

  amansingh0311

  -

  security

  F

  license

  -

  quality

  This server enables semantic search capabilities using Qdrant vector database and OpenAI embeddings, allowing users to query collections, list available collections, and view collection information.

  Python

• Qdrant Retrieve MCP Server

  gergelyszerovay

  -

  security

  A

  license

  -

  quality

  Enables semantic search across multiple Qdrant vector database collections, supporting multi-query capability and providing semantically relevant document retrieval with configurable result counts.

  46

  TypeScript

  MIT License

• Semantic Scholar MCP Server

  JackKuo666

  Verified

  -

  security

  F

  license

  -

  quality

  Provides tools for accessing the Semantic Scholar API to search papers, retrieve paper and author details, and fetch citations and references through the Model Context Protocol.

  1

  Python

• SourceSync.ai MCP Server

  pbteja1998

  Verified

  -

  security

  A

  license

  -

  quality

  Allows AI models to interact with SourceSync.ai's knowledge management platform to organize, ingest, retrieve, and search content in knowledge bases.

  14

  1

  TypeScript

  MIT License

• RagDocs MCP Server

  heltonteixeira

  -

  security

  A

  license

  -

  quality

  Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support.

  5

  4

  TypeScript

  Apache 2.0

• MCP Local Web Search Server

  FradSer

  -

  security

  A

  license

  -

  quality

  Enables performing local web searches and extracting structured content from web pages using the Model Context Protocol, featuring customizable result limits and domain filtering.

  5

  JavaScript

  MIT License