"General Inquiry About Requirements" matching MCP servers:

• My Finance MCP Server

  xinrong-meng

  A

  license

  B

  quality

  D

  maintenance

  Enables Claude to store and query personal finance transactions using semantic search. Transactions are persisted in ChromaDB and JSON, allowing natural language questions about spending trends and portfolio allocations.

  Last updated 2025-11-16

  4

  MIT

• mcp-lancedb

  adiom-data

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server that enables LLMs to interact directly the documents that they have on-disk through agentic RAG and hybrid search in LanceDB. Ask LLMs questions about the dataset as a whole or about specific documents.

  Last updated 2025-02-07

  12

  79

  MIT

• MCP Memory

  lukcy6799

  A

  license

  -

  quality

  C

  maintenance

  MCP Memory is a MCP Server that gives MCP Clients the ability to remember information about users across conversations using vector search.

  Last updated 2026-06-24

  14

  MIT

• Playlist-MCP

  luebken

  A

  license

  -

  quality

  D

  maintenance

  An experimental MCP server that makes YouTube playlist transcripts available for AI assistants, enabling search and conversation about video content.

  Last updated 2025-04-15

  3

  Apache 2.0

• smart-search

  ekmungi

  F

  license

  -

  quality

  C

  maintenance

  A local-first MCP server that enables semantic search over PDF and DOCX documents using structure-aware parsing and vector storage. It allows users to query their local knowledge base through Claude Code without cloud dependencies or GPU requirements.

  Last updated 2026-04-07

• Python Codebase Analysis RAG

  shervinemp

  F

  license

  -

  quality

  B

  maintenance

  An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.

  Last updated 2026-05-25

  6

• Knowledge MCP Service

  vietnama10

  F

  license

  -

  quality

  F

  maintenance

  Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.

  Last updated 2026-03-01

  275