MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 2 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8901 |
An MCP server that generates AI agent tools from Postman collections and reques…
|
C 68 5⁄5 | ||||||||
| 8902 |
A foundational implementation of a Model Context Protocol (MCP) server designed…
|
C 68 4⁄4 | ||||||||
| 8903 |
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
|
C 68 5⁄4 | ||||||||
| 8904 |
Execute XPath queries on XML and HTML content effortlessly. Fetch and query dat…
|
C 68 5⁄5 | ||||||||
| 8905 |
Provides persistent AI agent memory using a local vector database for long-term…
|
C 68 4⁄4 | ||||||||
| 8906 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 68 5⁄5 | ||||||||
| 8907 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
C 68 5⁄5 | ||||||||
| 8908 |
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
|
C 68 5⁄5 | ||||||||
| 8909 |
Searches for official documentation using Naver Search API and filters results …
|
C 68 5⁄5 | ||||||||
| 8910 |
Enables AI assistants to control Spotify playback, search for music, manage pla…
|
C 68 5⁄5 | ||||||||
| 8911 |
MCP server for HTML file preview and analysis - Has been weird with OS but good…
|
C 68 5⁄5 | ||||||||
| 8912 |
A research tool that performs comprehensive, in-depth research on complex topic…
|
C 68 5⁄5 | ||||||||
| 8913 |
A Model Context Protocol server that enables Claude Desktop to read from and wr…
|
C 68 5⁄5 | ||||||||
| 8914 |
Integrates Google Flights data into AI workflows for natural language flight se…
|
C 68 5⁄5 | ||||||||
| 8915 |
An MCP server that provides real-time prediction market data from multiple plat…
|
C 68 5⁄5 | ||||||||
| 8916 |
Provides web search and content retrieval optimized for AI coding assistants, r…
|
C 68 5⁄4 | ||||||||
| 8917 |
Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create i…
|
C 68 5⁄5 | ||||||||
| 8918 |
Enables Claude to remember information about users across chats using a persist…
|
C 68 5⁄5 | ||||||||
| 8919 |
Enables web search capabilities by integrating with the local gemini-cli tool. …
|
C 68 5⁄4 | ||||||||
| 8920 |
Enables dynamic generation of tools based on user-specific permissions from an …
|
C 68 5⁄5 | ||||||||
| 8921 |
An MCP server that enables querying and managing Calibre libraries via chat by …
|
C 68 5⁄5 | ||||||||
| 8922 |
A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI …
|
C 68 5⁄5 | ||||||||
| 8923 |
Enables comprehensive PDF operations including text/image manipulation, annotat…
|
C 68 5⁄5 | ||||||||
| 8924 |
An intermediate agent server that enhances LLMs with weather data capabilities …
|
C 68 5⁄5 | ||||||||
| 8925 |
An advanced MCP Server for accessing and analyzing clinical evidence data, with…
|
C 68 5⁄5 | ||||||||
| 8926 |
Enables Claude to interact with MongoDB databases through natural language, sup…
|
C 68 5⁄5 | ||||||||
| 8927 |
Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, a…
|
C 68 5⁄5 | ||||||||
| 8928 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
|
C 68 5⁄5 | ||||||||
| 8929 |
A Model Context Protocol server that enables Claude and other LLMs to perform d…
|
C 68 5⁄5 | ||||||||
| 8930 |
SearchAPI MCP Agent
Claim
A bridge between AI assistants and search services that implements A2A protocol…
|
C 68 5⁄5 | ||||||||
| 8931 |
MySQL MCP Server Pro
Claim
Provides comprehensive MySQL database operations including CRUD, performance op…
|
C 68 5⁄5 | ||||||||
| 8932 |
Enables management of Linear kanban boards, projects, and issues directly throu…
|
C 68 5⁄5 | ||||||||
| 8933 |
Algolia
Claim
Algolia
|
C 68 5⁄5 | ||||||||
| 8934 |
MCP server for shell and terminal operations
|
C 68 5⁄4 | ||||||||
| 8935 |
A minimal MCP server implementation designed for learning how to integrate tool…
|
C 68 5⁄5 | ||||||||
| 8936 |
A Model Context Protocol server to run other MCP servers
|
C 68 5⁄4 | ||||||||
| 8937 |
A multi-Jenkins server management and automation tool that enables intelligent …
|
C 68 5⁄5 | ||||||||
| 8938 |
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
|
C 68 5⁄4 | ||||||||
| 8939 |
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
|
C 68 5⁄5 | ||||||||
| 8940 |
Enables interaction with Fider customer feedback platforms, supporting post man…
|
C 68 5⁄5 | ||||||||
| 8941 |
Automates Java Maven testing workflows with decision table-based test generatio…
|
C 68 5⁄4 | ||||||||
| 8942 |
Transforms idle LAN machines into a unified compute cluster for AI agents to of…
|
C 68 5⁄4 | ||||||||
| 8943 |
Provides comprehensive design principles and best practices to help LLMs genera…
|
C 68 5⁄5 | ||||||||
| 8944 |
Plausible MCP Server
Claim
Allows AI models to query and retrieve analytics data from Plausible Analytics …
|
C 68 5⁄5 | ||||||||
| 8945 |
A Model Context Protocol server enabling AI assistants to directly interact wit…
|
C 68 5⁄5 | ||||||||
| 8946 |
Model Context Protocol server implementation for Reddit
|
C 68 5⁄5 | ||||||||
| 8947 |
An MCP server that enables AI agents to interact with the IOTA blockchain, supp…
|
C 68 5⁄4 | ||||||||
| 8948 |
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
|
C 68 5⁄4 | ||||||||
| 8949 |
A Model Context Protocol (MCP) server that provides read-only TDengine database…
|
C 68 5⁄5 | ||||||||
| 8950 |
Provides comprehensive access to Escape from Tarkov game data, including item s…
|
C 68 5⁄5 | ||||||||