MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 1 hour, 9 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 | ||||||||||
| 12051 |
Allows interaction with MATLAB by creating and executing scripts and functions …
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C 62 5⁄4 | ||||||||
| 12052 |
An authless Cloudflare Workers server that provides tools to scrape, analyze, a…
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C 62 5⁄5 | ||||||||
| 12053 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
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C 62 5⁄5 | ||||||||
| 12054 |
Enables interaction with the Devici API for managing threat models, security co…
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C 62 5⁄5 | ||||||||
| 12055 |
imdb-mcp-server
Claim
A comprehensive MCP server providing detailed IMDb data including movies, TV sh…
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C 62 5⁄5 | ||||||||
| 12056 |
Weather
Claim
Get location-based forecasts and real-time US weather alerts. Plan your day wit…
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C 62 5⁄4 | ||||||||
| 12057 |
MCP server for PayFast — AI assistants interact with South Africa's payment gat…
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C 62 6⁄4 | ||||||||
| 12058 |
Converts JSON data and system prompts to and from TOON (Token-Oriented Object N…
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C 62 5⁄5 | ||||||||
| 12059 |
Enables AI agents to programmatically control a live Excalidraw canvas through …
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C 62 5⁄5 | ||||||||
| 12060 |
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
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C 62 5⁄4 | ||||||||
| 12061 |
Provides financial data from Financial Modeling Prep for AI-assisted investment…
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C 62 5⁄5 | ||||||||
| 12062 |
100+ tool MCP server for real-time global intelligence — markets, FX, bonds, ea…
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C 62 5⁄5 | ||||||||
| 12063 |
Enables AI models to seamlessly access and query local markdown technical docum…
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C 62 5⁄5 | ||||||||
| 12064 |
Enables programmatic access to your SwipeBuilder ad swipe library to retrieve s…
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C 62 5⁄5 | ||||||||
| 12065 |
Enables AI-powered academic research by searching and retrieving research paper…
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C 62 5⁄5 | ||||||||
| 12066 |
Enables AI assistants to interact with Intervals.icu fitness tracking and welln…
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C 62 5⁄5 | ||||||||
| 12067 |
Generates creative illustration prompts featuring characters from the Love Live…
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C 62 5⁄5 | ||||||||
| 12068 |
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
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C 62 5⁄5 | ||||||||
| 12069 |
MCP Databases Server
Claim
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
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C 62 5⁄5 | ||||||||
| 12070 |
Provides access to Swiss legal commentaries through Model Context Protocol, all…
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C 62 5⁄5 | ||||||||
| 12071 |
Enables detection and analysis of pre-public product launches through web searc…
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C 62 6⁄6 | ||||||||
| 12072 |
Deploy websites from AI agents. Free at mcp.shipstatic.com. Install for the ful…
|
C 62 6⁄4 | ||||||||
| 12073 |
Enables users to get weather alerts and forecasts through natural language inte…
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C 62 5⁄4 | ||||||||
| 12074 |
Enables users to query and explore economic data from FRED, supporting tools fo…
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C 62 5⁄5 | ||||||||
| 12075 |
Enables interaction with org-roam knowledge bases, allowing search, retrieval, …
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C 62 6⁄4 | ||||||||
| 12076 |
vSphere MCP Server
Claim
Enables AI agents to manage VMware vSphere virtual infrastructure through compr…
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C 62 5⁄5 | ||||||||
| 12077 |
Create and manage your own Model Context Protocol server effortlessly. Integrat…
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C 62 5⁄4 | ||||||||
| 12078 |
Enables AI assistants to interact with MySQL databases by executing SQL queries…
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C 62 5⁄5 | ||||||||
| 12079 |
Execute commands in visible VSCode terminal tabs with output capture and sessio…
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C 62 5⁄4 | ||||||||
| 12080 |
A server that provides organized documentation content for various applications…
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C 62 5⁄5 | ||||||||
| 12081 |
Provides access to coding rules, standards, and project documentation from Lusk…
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C 62 6⁄6 | ||||||||
| 12082 |
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
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C 62 5⁄5 | ||||||||
| 12083 |
Enables AI agents to search the USDA's FoodData Central database and retrieve d…
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C 62 5⁄5 | ||||||||
| 12084 |
Hono MCP Sample Server
Claim
A sample Model Context Protocol server built with Hono framework that provides …
|
C 62 5⁄4 | ||||||||
| 12085 |
AdminMCP
Claim
Provides LLMs with administrative capabilities to execute shell commands on loc…
|
C 62 5⁄4 | ||||||||
| 12086 |
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
|
C 62 5⁄5 | ||||||||
| 12087 |
MCP Server
Claim
A configurable server implementation that provides MCP (Model-Controller-Protoc…
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C 62 5⁄5 | ||||||||
| 12088 |
A FastAPI-based MCP server scaffold designed to extract material tables from Au…
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C 62 5⁄4 | ||||||||
| 12089 |
Cryptographic identity, delegation, governance, and commerce for AI agents. 61 …
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C 62 6⁄6 | ||||||||
| 12090 |
A server that provides tools to scrape websites and extract structured data fro…
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C 62 5⁄5 | ||||||||
| 12091 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
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C 62 5⁄5 | ||||||||
| 12092 |
Provides access to the Genji API for searching and analyzing classical Japanese…
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C 62 6⁄6 | ||||||||
| 12093 |
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
|
C 62 6⁄6 | ||||||||
| 12094 |
tv-recommender-mcp-server
|
C 62 5⁄5 | ||||||||
| 12095 |
A serverless deployment for running Model Context Protocol (MCP) servers on Clo…
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C 62 5⁄5 | ||||||||
| 12096 |
Provides comprehensive investment research and analysis for The Home Depot, Inc…
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C 62 5⁄5 | ||||||||
| 12097 |
MCP Spec Generator
Claim
Generates project specifications and file structures using Claude AI through MC…
|
C 62 5⁄5 | ||||||||
| 12098 |
Provides AI assistants with structured access to an organization's engineering …
|
C 62 5⁄4 | ||||||||
| 12099 |
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
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C 62 6⁄6 | ||||||||
| 12100 |
An MCP server that locally saves and categorizes user prompts from LLM sessions…
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C 62 5⁄5 | ||||||||