"Enhancing and redesigning application user interface" matching MCP servers:

• Agent Web Interface

  lespaceman

  A

  license

  A

  quality

  B

  maintenance

  Gives AI agents a compact, semantic interface to the browser, returning structured page snapshots with stable element IDs instead of raw DOM. Enables agents to navigate, interact, and extract information from web pages efficiently.

  Last updated 2026-07-11

  2

  26

  232

  13

  MIT

• User Feedback

  mrexodia

  A

  license

  B

  quality

  D

  maintenance

  Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. This is especially useful for developing desktop applications that require complex user interactions to test.

  Last updated 2025-03-26

  1

  52

  MIT

• user-review-mcp

  wtfsayo

  A

  license

  A

  quality

  D

  maintenance

  Simulates harsh, fake user reviews to psychologically condition AI agents for enforcing disciplined development practices, with optional Ollama integration for dynamic criticism.

  Last updated 2025-07-23

  1

  11

  7

  MIT

• anaplan-user-mcp

  larasrinath

  A

  license

  -

  quality

  D

  maintenance

  A read-only MCP server for Anaplan that exposes 5 tools for business users to explore data through an AI assistant, with session caching and metadata gating.

  Last updated 2026-04-01

  MIT

• connpass-user-mcp-server

  yamanoku

  A

  license

  -

  quality

  D

  maintenance

  Enables querying Connpass user profiles, group memberships, and event participation history via natural language.

  Last updated 2025-09-23

  7

  3

  MIT

• Dear User

  bleedmode

  A

  license

  -

  quality

  B

  maintenance

  Tells you how you and your Claude agent actually work together. Reads CLAUDE.md, hooks, skills, memory + scheduled tasks and writes you a letter. Local-only, no API keys, no data leaves your machine.

  Last updated 2026-07-03

  MIT

• gdb and rr Debugging

  schuay

  A

  license

  A

  quality

  D

  maintenance

  MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.

  Last updated 2026-03-15

  34

  3

  MIT

• Vinted MCP and CLI Server

  googlarz

  A

  license

  A

  quality

  A

  maintenance

  Complete Vinted MCP and CLI Server

  Last updated 2026-05-13

  12

  31

  3

  MIT

• Australian Institute of Health

  Bigred97

  A

  license

  A

  quality

  B

  maintenance

  MCP server for Australian Institute of Health and Welfare statistics — plain-English access to mortality, cancer, hospital, and health expenditure data via data.gov.au.

  Last updated 2026-05-25

  6

  MIT

• MarkItUp - AI Image Marketing

  smythmyke

  A

  license

  A

  quality

  A

  maintenance

  MCP server for MarkItUp's AI image-annotation pipeline. Generate polished marketing-visual variations of any screenshot, regenerate, AI outpaint, and remove backgrounds — powered by Claude analysis + Gemini rendering.

  Last updated 2026-06-08

  5

  81

  2

  MIT

• Recruiter Roles - Job Board

  pcmarts

  A

  license

  A

  quality

  C

  maintenance

  Search Recruiter Roles: live recruiter jobs, companies, sectors, locations, and market stats.

  Last updated 2026-05-29

  7

  48

  1

  MIT

• MCP Server for stock and

  aahl

  A

  license

  A

  quality

  C

  maintenance

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  385

  MIT

• MCP Server for Stealth Web

  maxylev

  A

  license

  -

  quality

  A

  maintenance

  A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.

  Last updated 2026-07-18

  201

  1

  MIT

• Canvas MCP - College and High

  aryankeluskar

  A

  license

  -

  quality

  D

  maintenance

  A set of tools enabling AI agents to interact with Canvas LMS, allowing users to find relevant resources, get course information, and navigate modules through natural language queries.

  Last updated 2026-03-11

  34

  11

  ISC

• outris-mcp

  outris-dev-user

  F

  license

  -

  quality

  D

  maintenance

  Enables querying any API with natural language via Claude Desktop by connecting to the Outris API Orchestrator.

  Last updated 2026-01-14

• Jina.ai Grounding MCP Server

  spences10

  A

  license

  A

  quality

  F

  maintenance

  Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web content grounding and analysis, enhancing LLM responses with precise, verified information.

  Last updated 2025-04-14

  1

  5

  1

  MIT

• Coolify MCP Server

  StuMason

  F

  license

  A

  quality

  F

  maintenance

  Enables interaction with Coolify applications and resources through the Coolify API via a standardized interface, supporting application management operations such as listing, starting, stopping, restarting, and deploying.

  Last updated 2026-01-17

  11

  13

• MCP DuckDB Knowledge Graph

  IzumiSy

  A

  license

  B

  quality

  C

  maintenance

  A memory server for Claude that stores and retrieves knowledge graph data in DuckDB, enhancing performance and query capabilities for conversations with persistent user information.

  Last updated 2026-04-07

  8

  11

  57

  MIT

• TheWeave: Memory for AI agents

  TheWeaveSC

  A

  license

  -

  quality

  A

  maintenance

  TheWeave is a markdown-native memory architecture for Claude and any MCP-aware agent. Your agent's memory lives as plain .md files you own: a 5-verb MCP core over the vault, query-driven PageRank retrieval, bi-temporal facts (valid_from / valid_until), and a persona-as-vault model. No database and no embeddings server. The files are the memory, inspectable in your editor and versionable in git.

  Last updated 2026-06-05

  2

  Apache 2.0

• Dokploy MCP Server

  huuthangntk

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to manage Dokploy deployments, including creating and deploying applications, managing databases, configuring domains with SSL, and monitoring application status through a standardized interface.

  Last updated 2025-12-17

  26

  MIT