"Semantic UI" matching MCP servers:

• 

  Semantic Context MCPofficial

  semanticintent

  A

  license

  -

  quality

  A

  maintenance

  Enables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.

  Last updated 2026-07-20

  19

  4

  MIT

• Keyword Extractor AI MCP

  CSOAI-ORG

  A

  license

  A

  quality

  A

  maintenance

  Keyword Extractor AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-15

  4

  2

  MIT

• zoom-ai-mcp

  rai03k

  F

  license

  A

  quality

  C

  maintenance

  Enables AI agents to transcribe, translate, and summarize audio via Zoom AI Services APIs, providing an 'ear' through tools like transcribe_audio, summarize_transcript, and translate_text.

  Last updated 2026-07-10

  3

• pymupdf4llm-mcp

  ai-zerolab

  A

  license

  A

  quality

  F

  maintenance

  An MCP server that exports PDF documents to markdown format optimized for LLM processing.

  Last updated 2025-04-24

  1

  1

  BSD 3-Clause

• ai-workers-mcp

  basttran

  F

  license

  A

  quality

  B

  maintenance

  Routes commodity NLP tasks like summarization and translation to free-tier LLMs, saving Claude tokens for complex work.

  Last updated 2026-06-14

  12

• Fathom AI MCP

  jerichosequitin

  A

  license

  A

  quality

  C

  maintenance

  An MCP server for the Fathom AI meeting intelligence API

  Last updated 2026-03-21

  5

  10

  MIT

• distill-mcp-v2

  yatinkoul

  A

  license

  A

  quality

  C

  maintenance

  distill-mcp-v2 is a high-performance, network-dependency-free Python FastMCP server designed to aggressively optimize Large Language Model (LLM) context windows. It provides specialized tools for compressing and analyzing massive AI-agent payloads without losing critical semantic information.

  Last updated 2026-06-21

  8

  MIT

• Writing Assistant Ai MCP

  CSOAI-ORG

  F

  license

  A

  quality

  A

  maintenance

  Content writing toolkit for headline generation, readability scoring, tone analysis, outline building, and plagiarism similarity checking.

  Last updated 2026-06-26

  5
• 

  LibraLM MCP Serverofficial

  libralm-ai

  A

  license

  A

  quality

  D

  maintenance

  Access 50+ AI-generated book summaries and chapter breakdowns directly in Claude Desktop. Search books by title, author, or ISBN, and get instant access to key insights from business, self-help, and educational books.

  Last updated 2025-10-17

  5

  1

  MIT

• Sentiment By Api Ninjas MCP

  BACH-AI-Tools

  A

  license

  A

  quality

  D

  maintenance

  Enables sentiment analysis of text blocks using the Api Ninjas API, returning sentiment scores and overall sentiment classification for up to 2000 characters of text.

  Last updated 2025-12-07

  1

  MIT

• MCP DeepInfra AI Tools Server

  phuihock

  F

  license

  A

  quality

  F

  maintenance

  Provides various AI capabilities through DeepInfra's OpenAI-compatible API including image generation, text processing, embeddings, speech recognition, object detection, and classification tasks. Enables users to access multiple AI models for diverse tasks like generating images from prompts, transcribing audio, analyzing text sentiment, and performing computer vision operations.

  Last updated 2025-10-23

  10

  2

• KnowS MCP Server

  PancrePal-xiaoyibao

  A

  license

  B

  quality

  C

  maintenance

  Enables medical evidence retrieval and analysis via AI-powered search and summarization tools.

  Last updated 2026-04-30

  14

  2

  MIT

• Claude Writer's Aid MCP

  xiaolai

  A

  license

  B

  quality

  F

  maintenance

  Provides intelligent manuscript analysis and writing assistance for markdown projects, including semantic search, quality checks, terminology consistency, link validation, progress tracking, and comprehensive writing statistics.

  Last updated 2025-11-13

  35

  131

  13

  MIT

• V2.ai Insights Scraper MCP

  V2-Digital

  F

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that scrapes blog posts from V2.ai Insights, extracts content, and provides AI-powered summaries using OpenAI's GPT-4.

  Last updated 2025-07-08

  5

• blackmount-nlp-mcp

  BlackMount-ai

  A

  license

  B

  quality

  A

  maintenance

  NLP without the bloat — 45 tools for sentiment, keywords, readability, summarization. Zero heavy dependencies. 42KB wheel.

  Last updated 2026-05-27

  45

  1

  MIT

• flomo-mcp

  woshizhouzhuo-ux

  F

  license

  B

  quality

  D

  maintenance

  A simple notes system that allows creating, storing, and accessing text notes through MCP resources and tools, with prompt support for generating summaries of all stored notes.

  Last updated 2025-11-10

  1

  21

• ComfyUI MCP Server

  jonpojonpo

  A

  license

  C

  quality

  D

  maintenance

  A server for connecting to a local ComfyUI instance that enables storing and summarizing notes with custom URI scheme support.

  Last updated 2025-01-02

  1

  4

  MIT

• AI Humanizer MCP Server

  chongzixuan-ai

  A

  license

  C

  quality

  D

  maintenance

  Detects AI-generated content and transforms robotic text into natural, human-like writing while improving grammar, readability, and preserving key terminology.

  Last updated 2025-11-10

  1

  47

  3

  MIT

• AI Humanizer MCP Server

  Text2Go

  A

  license

  C

  quality

  D

  maintenance

  Helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

  Last updated 2024-12-27

  1

  47

  57

  MIT

• ai-research-assistant-mcp

  Ruoth1111

  F

  license

  C

  quality

  C

  maintenance

  An MCP server that provides tools, resources, and prompts for reading, writing, and summarizing research notes stored in a local flat-file database.

  Last updated 2026-06-27

  2