MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4051 |
example-mcp-server-streamable-http
|
B 75 5⁄5 | ||||||||
| 4052 |
Enables interaction with Shopify store data through the GraphQL Admin API, supp…
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B 75 5⁄5 | ||||||||
| 4053 |
An MCP server implementation that enables users to search, download Freepik res…
|
B 75 5⁄5 | ||||||||
| 4054 |
This MCP server performs multi-topic searches in business, news, finance, and p…
|
B 75 5⁄5 | ||||||||
| 4055 |
example-mcp-server-sse
Claim
example-mcp-server-sse
|
B 75 5⁄5 | ||||||||
| 4056 |
MCP Context Bank Server
Claim
Enables AI agents to fetch, search, and retrieve markdown content from remote G…
|
B 75 5⁄5 | ||||||||
| 4057 |
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
|
B 75 5⁄4 | ||||||||
| 4058 |
Enables capturing high-quality native macOS screenshots using Safari through a …
|
B 75 5⁄5 | ||||||||
| 4059 |
A Model Context Protocol server for Sitecore
|
B 75 5⁄4 | ||||||||
| 4060 |
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
|
B 75 5⁄5 | ||||||||
| 4061 |
Access 30+ bioinformatics tools from 14 databases.
|
B 75 5⁄5 | ||||||||
| 4062 |
Enables AI assistants to execute PromQL queries and discover metrics across mul…
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B 75 5⁄5 | ||||||||
| 4063 |
An MCP server that enables Claude to interact with Port.io's AI agent, allowing…
|
B 75 5⁄5 | ||||||||
| 4064 |
Provides access to the National Park Service API to search for U.S. national pa…
|
B 75 5⁄5 | ||||||||
| 4065 |
Implementation of Model Context Protocol (MCP) server that provides tools for a…
|
B 75 5⁄5 | ||||||||
| 4066 |
Provides filesystem access and integration with Z.ai's GLM-4 models for code ge…
|
B 75 5⁄4 | ||||||||
| 4067 |
Enables Claude and other MCP clients to display native macOS notifications with…
|
B 75 5⁄5 | ||||||||
| 4068 |
MCP server for Qiskit quantum computing with circuit serialization utilities
|
B 75 5⁄4 | ||||||||
| 4069 |
A Model Context Protocol server that enables LLMs to perform web searches using…
|
B 75 5⁄5 | ||||||||
| 4070 |
Enables management of GitHub pull request review threads through natural langua…
|
B 75 5⁄5 | ||||||||
| 4071 |
Ask your AI assistant to search your inbox, send emails, schedule meetings, man…
|
B 75 5⁄5 | ||||||||
| 4072 |
MCP server for cache.overflow - AI agents sharing knowledge with AI agents
|
B 75 5⁄5 | ||||||||
| 4073 |
Generates customizable test/placeholder images as PNG files with specified dime…
|
B 75 5⁄4 | ||||||||
| 4074 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 4075 |
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
|
B 75 5⁄4 | ||||||||
| 4076 |
Provides real-time debugging, code quality monitoring, and performance insights…
|
B 75 5⁄4 | ||||||||
| 4077 |
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
|
B 75 5⁄5 | ||||||||
| 4078 |
Provides AI assistants with real-time web search capabilities, intelligent data…
|
B 75 5⁄5 | ||||||||
| 4079 |
Enables AI assistants to interact with the Godot game engine by launching the e…
|
B 75 5⁄5 | ||||||||
| 4080 |
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
|
B 75 5⁄5 | ||||||||
| 4081 |
Enables Adobe Express add-on developers to scaffold projects, access code examp…
|
B 75 5⁄5 | ||||||||
| 4082 |
Connects Teable no-code databases to LLMs, enabling AI agents to query records,…
|
B 75 5⁄5 | ||||||||
| 4083 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 4084 |
Fetches Hacker News discussion threads and linked article content in LLM-optimi…
|
B 75 5⁄5 | ||||||||
| 4085 |
An MCP server that enables the extraction of transcripts and detailed metadata …
|
B 75 5⁄5 | ||||||||
| 4086 |
Enables AI-assisted code review and repository management for on-premise GitLab…
|
B 75 5⁄5 | ||||||||
| 4087 |
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
|
B 75 5⁄5 | ||||||||
| 4088 |
Connects AI assistants to macOS Contacts app, allowing users to search, view, a…
|
B 75 5⁄5 | ||||||||
| 4089 |
A Model Context Protocol server that enables LLMs like Claude and Cursor to man…
|
B 75 5⁄5 | ||||||||
| 4090 |
code-runner
Claim
Code Runner MCP Server which can run code in various programming languages.
|
B 75 5⁄5 | ||||||||
| 4091 |
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
|
B 75 5⁄4 | ||||||||
| 4092 |
gospy
Claim
Non-Invasive goroutine inspector
|
B 75 5⁄5 | ||||||||
| 4093 |
Provides AI assistants with structured access to an organization's engineering …
|
B 75 5⁄4 | ||||||||
| 4094 |
Provides AI assistants with real-time web search capabilities and intelligent d…
|
B 75 5⁄5 | ||||||||
| 4095 |
|
B 75 5⁄4 | ||||||||
| 4096 |
Exposes Cloudflare DNS, security, redirects and zone-settings functionality as …
|
B 75 5⁄5 | ||||||||
| 4097 |
MCP Glucose Server
Claim
Enables AI assistants to query glucose data from health storage APIs, providing…
|
B 75 5⁄5 | ||||||||
| 4098 |
Enables AI assistants to control Succinct Prover Network operations on Sepolia …
|
B 75 5⁄4 | ||||||||
| 4099 |
This server provides AI agents with tools to fetch, post and search on Reddit.
|
B 75 5⁄5 | ||||||||
| 4100 |
Enables semantic search through markdown documentation in code repositories usi…
|
B 75 5⁄4 | ||||||||