MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 58 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13851 |
A server built on mcp-framework that enables integration with Claude Desktop th…
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C 56 5⁄4 | ||||||||
| 13852 |
An MCP server that enables interaction with Kubernetes resources through natura…
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C 56 5⁄4 | ||||||||
| 13853 |
Enables creating Google Calendar meeting invites with automated authentication …
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C 56 5⁄5 | ||||||||
| 13854 |
A FastMCP server providing powerful code editing tools including precise file m…
|
C 56 6⁄6 | ||||||||
| 13855 |
Enables Large Language Models to access real-time data on Vilnius public transp…
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C 56 5⁄5 | ||||||||
| 13856 |
HexStrike AI MCP Server
Claim
AI-powered cybersecurity automation platform with 150+ security tools and 12+ a…
|
C 56 5⁄5 | ||||||||
| 13857 |
A demonstration project that implements a Model Context Protocol (MCP) server w…
|
C 56 5⁄5 | ||||||||
| 13858 |
MCP-native collaborative markdown editor with real-time AI document editing
|
C 56 6⁄6 | ||||||||
| 13859 |
Exposes local persistent memory as an MCP server with Markdown storage, PARA or…
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C 56 5⁄4 | ||||||||
| 13860 |
AI supply chain security scanner — 7 tools for CVE scanning, blast radius mappi…
|
C 56 6⁄6 | ||||||||
| 13861 |
Enables AI assistants to operate as remote workers through Telegram, creating a…
|
C 56 5⁄5 | ||||||||
| 13862 |
A beginner-friendly collection of MCP server implementations demonstrating calc…
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C 56 5⁄5 | ||||||||
| 13863 |
Enables semantic search and retrieval of code files using embeddings stored in …
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C 56 5⁄5 | ||||||||
| 13864 |
Provide a scaffold for building MCP servers with ease. Enable rapid development…
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C 56 5⁄4 | ||||||||
| 13865 |
Adds interactive widgets to LLM chats for common tasks like timers, stopwatches…
|
C 56 6⁄6 | ||||||||
| 13866 |
Enables users to access up-to-date news through RSS feeds and read full article…
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C 56 5⁄5 | ||||||||
| 13867 |
Unofficial MCP server that allows AI agents to discover Shopify storefronts and…
|
C 56 5⁄5 | ||||||||
| 13868 |
Intake-Triage
Claim
Classify raw text into structured triage objects with intent, urgency, category…
|
C 56 5⁄5 | ||||||||
| 13869 |
A FastMCP-based server that enables uploading text and base64-encoded content t…
|
C 56 5⁄5 | ||||||||
| 13870 |
Example MCP Server
Claim
A demonstration MCP (Model Control Protocol) server built with FastMCP framewor…
|
C 56 5⁄4 | ||||||||
| 13871 |
Provides tools for reading and extracting text from PDF files, supporting both …
|
C 56 5⁄5 | ||||||||
| 13872 |
Memori MCP server — persistent AI memory with recall and augmentation tools
|
C 56 5⁄5 | ||||||||
| 13873 |
An integration tool that allows interaction with Jenkins CI/CD servers through …
|
C 56 5⁄5 | ||||||||
| 13874 |
An MCP server that enables AI agents to analyze executable files using Detect I…
|
C 56 5⁄5 | ||||||||
| 13875 |
MCP Server Test
Claim
Provide a test implementation of an MCP server to validate and demonstrate MCP …
|
C 56 5⁄4 | ||||||||
| 13876 |
Provide advanced stochastic algorithms and probabilistic decision-making capabi…
|
C 56 6⁄4 | ||||||||
| 13877 |
mcp-exam
Claim
|
C 56 5⁄4 | ||||||||
| 13878 |
A model context protocol server that provides Berlin administrative service dat…
|
C 56 6⁄4 | ||||||||
| 13879 |
An MCP server for the Microsoft Qlib quantitative research platform that enable…
|
C 56 5⁄4 | ||||||||
| 13880 |
Greet anyone instantly with a simple command. Use a ready-made prompt to craft …
|
C 56 5⁄4 | ||||||||
| 13881 |
A simple example MCP server that demonstrates basic server functionality and ca…
|
C 56 5⁄4 | ||||||||
| 13882 |
An MCP server that generates structured notes from Bilibili videos by automatic…
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C 56 5⁄5 | ||||||||
| 13883 |
Enables web searching through DuckDuckGo and fetching content from webpages. Pr…
|
C 56 5⁄5 | ||||||||
| 13884 |
An MCP server that exposes HTTP methods defined in an OpenAPI specification as …
|
C 56 5⁄5 | ||||||||
| 13885 |
An MCP server providing zero-shot object detection and segmentation using Ultra…
|
C 56 5⁄4 | ||||||||
| 13886 |
Spotify MCP
Claim
Enables remote interaction with Spotify through the Model Context Protocol, all…
|
C 56 5⁄5 | ||||||||
| 13887 |
An MCP server that provides formal reasoning and argument validation tools for …
|
C 56 5⁄4 | ||||||||
| 13888 |
MCP-Serve 多语言翻译服务
Claim
A custom MCP protocol service that enhances AI models by providing multilingual…
|
C 56 5⁄5 | ||||||||
| 13889 |
A Model Context Protocol (MCP) server that allows AI assistants like Claude to …
|
C 56 5⁄5 | ||||||||
| 13890 |
A Model Context Protocol server that provides network probing capabilities thro…
|
C 56 5⁄5 | ||||||||
| 13891 |
Enables users to create rich country profiles by searching for high-quality ima…
|
C 56 5⁄5 | ||||||||
| 13892 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
C 56 5⁄5 | ||||||||
| 13893 |
A server that enables document searching using Vertex AI with Gemini grounding,…
|
C 56 6⁄6 | ||||||||
| 13894 |
Enables LLM-powered agents to generate, execute, and analyze Alloy modeling lan…
|
C 56 6⁄4 | ||||||||
| 13895 |
An MCP server that enables AI models to control Hancom Office Hanword (HWP) doc…
|
C 56 5⁄4 | ||||||||
| 13896 |
A Model Context Protocol server that provides search and product information to…
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C 56 5⁄5 | ||||||||
| 13897 |
An architecture consulting server that reviews multi-agent systems against a kn…
|
C 56 6⁄6 | ||||||||
| 13898 |
Provides a standardized protocol for tool invocation, enabling an AI system to …
|
C 56 5⁄5 | ||||||||
| 13899 |
Enables AI assistants to discover and search authentic Moroccan tourism experie…
|
C 56 6⁄6 | ||||||||
| 13900 |
An MCP server that enables AI assistants to verify BibTeX citations and URLs ag…
|
C 56 5⁄5 | ||||||||