"Less" matching MCP servers:

• bookmark-lens

  cornelcroi

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to save, search, and manage bookmarks with semantic search, automatic metadata extraction, and optional LLM-powered enrichment, all running locally.

  Last updated 2025-11-16

  8

  5

  MIT

• Fathom-Simple-MCP

  druellan

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (meetings, recordings, transcripts, summaries, teams, team members) via GET operations.

  Last updated 2026-07-21

  6

  2

  MIT

• upnote-lens-mcp

  AwesomeHye

  A

  license

  B

  quality

  B

  maintenance

  A hybrid MCP server that reads UpNote notes from the local SQLite database (returns actual text) and writes/opens notes via the upnote:// URL scheme, enabling search, retrieval, creation, and navigation of notes.

  Last updated 2026-06-04

  10

  1

  MIT

• botindex-mcp-server

  Cyberweasel777

  A

  license

  C

  quality

  D

  maintenance

  BotIndex MCP Server gives AI agents searchable access to verified on-chain and off-chain protocol metadata so they can discover, validate, and act on blockchain ecosystem data with less hallucination risk.

  Last updated 2026-03-16

  38

  91

  1

  MIT

• YouTube Tools MCP Server

  will-ness-ai

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to search YouTube videos using the official YouTube Data API v3, extract full video transcripts in multiple languages, and store/retrieve video summaries using a local database.

  Last updated 2025-09-02

  MIT

• Context Lens

  cornelcroi

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that enables semantic search over local files or GitHub repositories by indexing content into a serverless vector database, allowing AI assistants to understand meaning rather than just keywords.

  Last updated 2025-11-20

  24

  MIT

• mcp-data-lens

  cornelcroi

  A

  license

  -

  quality

  C

  maintenance

  Enables users to ask questions about their spreadsheets in plain English and receive instant answers using DuckDB-powered analytics, supporting multiple file formats like Excel, CSV, and Parquet.

  Last updated 2025-11-28

  2

  MIT

• Lens

  ChoiDongHee

  F

  license

  -

  quality

  B

  maintenance

  Integrated web search MCP server with multi-engine parallel execution, automatic fallback, BM25 relevance filtering, and content extraction. Supports DuckDuckGo and Naver (news, web, encyclopedia) searches.

  Last updated 2026-07-13

• lessons-mcp

  sosoyososo

  F

  license

  -

  quality

  B

  maintenance

  An MCP server that stores and searches lessons learned to prevent repeating mistakes, with full-text search and tag-based navigation.

  Last updated 2026-05-07

• Tutor Lesson-Script &

  snyderandrew35

  F

  license

  -

  quality

  C

  maintenance

  Enables retrieval of tutor lesson scripts from Supabase and diarized transcripts from PencilSpaces, with Google OAuth gating to a domain.

  Last updated 2026-07-16