MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10101 |
Lambda-MCP-Server
Claim
Creates a simple MCP tool server with "streaming" HTTP.
|
C 66 5⁄4 | ||||||||
| 10102 |
Browser automation for MCP clients via Zen Browser. Parallel multi-tab, content…
|
C 66 5⁄4 | ||||||||
| 10103 |
deep-research
Claim
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
|
C 66 6⁄4 | ||||||||
| 10104 |
MCP server for Kaiten API — cards, boards. 3 tools.
|
C 66 4⁄4 | ||||||||
| 10105 |
Progressive code-intelligence MCP server: map project structure, fuzzy-find sym…
|
C 66 5⁄4 | ||||||||
| 10106 |
A Node.js server that provides advanced video and image processing capabilities…
|
C 66 5⁄5 | ||||||||
| 10107 |
An MCP server that enables interaction with Elasticsearch and OpenSearch cluste…
|
C 66 5⁄5 | ||||||||
| 10108 |
An MCP server that enables AI image generation, editing, and analysis using Goo…
|
C 66 5⁄5 | ||||||||
| 10109 |
MCP Server for stock and crypto
|
C 66 5⁄5 | ||||||||
| 10110 |
基于MCP框架构建的GitLab集成服务器，提供多种GitLab RESTful API工具，支持项目搜索、任务管理、合并请求创建与审核等功能，帮助开发团队高…
|
C 66 5⁄5 | ||||||||
| 10111 |
Tool that allows you to wait a certain time to continue the execution of an age…
|
C 66 5⁄5 | ||||||||
| 10112 |
Maximo MCP Server
Claim
An API server that enables interaction with IBM Maximo resources like Assets an…
|
C 66 5⁄5 | ||||||||
| 10113 |
Provides translation capabilities using the DeepL API, supporting text translat…
|
C 66 5⁄5 | ||||||||
| 10114 |
Official Substack MCP Server
|
C 66 5⁄5 | ||||||||
| 10115 |
Enables interaction with Confluence to manage spaces, pages, and comments with …
|
C 66 5⁄5 | ||||||||
| 10116 |
Hologres MCP Server
Claim
A universal interface that enables AI Agents to communicate with Hologres datab…
|
C 66 5⁄5 | ||||||||
| 10117 |
MCP server for exploring AOSP internals and Jetpack libraries
|
C 66 5⁄4 | ||||||||
| 10118 |
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
|
C 66 5⁄5 | ||||||||
| 10119 |
Enables AI agents to search and retrieve Standard Operating Procedures using se…
|
C 66 5⁄4 | ||||||||
| 10120 |
A Model Context Protocol server that enables AI assistants like Claude to direc…
|
C 66 5⁄5 | ||||||||
| 10121 |
Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with …
|
C 66 5⁄5 | ||||||||
| 10122 |
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
|
C 66 5⁄4 | ||||||||
| 10123 |
Enables intelligent image analysis using GLM-4.5V model, specializing in extrac…
|
C 66 5⁄5 | ||||||||
| 10124 |
Enables comprehensive control and automation of Yandex Browser, including tab m…
|
C 66 5⁄5 | ||||||||
| 10125 |
VitalDB MCP Server
Claim
Enables natural language exploration and advanced analysis of VitalDB medical d…
|
C 66 5⁄5 | ||||||||
| 10126 |
Provides utility tools including weather alerts, GitHub repository analysis, ph…
|
C 66 5⁄5 | ||||||||
| 10127 |
RepoMap
Claim
A powerful tool designed to help, primarily LLMs, understand and navigate compl…
|
C 66 5⁄5 | ||||||||
| 10128 |
An AI server that provides intelligent prompt optimization capabilities, enhanc…
|
C 66 5⁄4 | ||||||||
| 10129 |
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
|
C 66 5⁄5 | ||||||||
| 10130 |
Enables AI assistants to create and delete GitHub repositories with customizabl…
|
C 66 5⁄5 | ||||||||
| 10131 |
A Model Context Protocol (MCP) server designed for learning and experimentation…
|
C 66 5⁄4 | ||||||||
| 10132 |
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
|
C 66 5⁄5 | ||||||||
| 10133 |
Echo your input to test workflows and integrations. Validate formatting, prompt…
|
C 66 5⁄4 | ||||||||
| 10134 |
60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CA…
|
C 66 5⁄5 | ||||||||
| 10135 |
An MCP server that enables AI clients to delegate tasks to autonomous developer…
|
C 66 5⁄5 | ||||||||
| 10136 |
Enables querying real-time air quality index (AQI) data for Chinese cities, inc…
|
C 66 5⁄5 | ||||||||
| 10137 |
A Model Context Protocol server that enables generation of high-quality images …
|
C 66 5⁄5 | ||||||||
| 10138 |
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
|
C 66 5⁄5 | ||||||||
| 10139 |
Enables comprehensive LinkedIn profile search, data extraction, and contact enr…
|
C 66 5⁄5 | ||||||||
| 10140 |
An open-source MCP server that provides applications like Cursor, Windsurf, and…
|
C 66 5⁄4 | ||||||||
| 10141 |
Enables users to access comprehensive Pokemon data through the PokeAPI, includi…
|
C 66 5⁄5 | ||||||||
| 10142 |
A command-line interface application that enables interaction with LLMs through…
|
C 66 5⁄4 | ||||||||
| 10143 |
A minimal learning-focused MCP server that demonstrates core primitives like to…
|
C 66 5⁄5 | ||||||||
| 10144 |
A minimal Model Context Protocol server that provides basic arithmetic tools an…
|
C 66 5⁄5 | ||||||||
| 10145 |
Enables AI to interact with internal company systems through API integration, s…
|
C 66 5⁄5 | ||||||||
| 10146 |
Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…
|
C 66 5⁄5 | ||||||||
| 10147 |
Enables advanced OpenAI GPT model integration with Claude through 5 specialized…
|
C 66 5⁄5 | ||||||||
| 10148 |
nf-core MCP Server
Claim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
|
C 66 5⁄4 | ||||||||
| 10149 |
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
|
C 66 5⁄5 | ||||||||
| 10150 |
A universal AI bridge for Obsidian vaults using the MCP standard, enabling any …
|
C 66 5⁄5 | ||||||||