Techniques for Indexing Large Files with RAG Using Big Links MCP servers

"Techniques for Indexing Large Files with RAG Using Big Links" matching MCP servers:

• MCP RAG with ChromaDB

  CyprianFusi

  -

  security

  A

  license

  -

  quality

  Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.

  Last updated 3 months ago

  MIT

• Large File MCP Server

  willianpinho

  A

  security

  A

  license

  A

  quality

  Enables intelligent handling of large files through smart chunking, search with regex support, line navigation, and streaming capabilities without loading entire files into memory.

  Last updated 3 months ago

  6

  49

  6

  MIT

• Google Indexing API MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP server that enables interacting with Google's Indexing API, allowing agents to submit URLs to Google for indexing or removal from search results through natural language commands.

  Last updated 7 months ago

• Files MCP Server

  iceener

  -

  security

  F

  license

  -

  quality

  Enables AI agents to safely explore directories, read files, search content by pattern or filename, and edit files with checksum verification and dry-run preview within sandboxed filesystem access.

  Last updated 11 days ago

  2

  23

• Files-DB-MCP

  randomm

  -

  security

  A

  license

  -

  quality

  A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.

  Last updated 7 months ago

  6

  MIT

• Digital Asset Links API MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP server that enables querying and managing relationships between websites and mobile apps through Google's Digital Asset Links API, auto-generated using AG2's MCP builder.

  Last updated 7 months ago