MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6851 |
Enables AI assistants to search for files and content across the file system us…
|
B 71 5⁄4 | ||||||||
| 6852 |
A server that provides seamless access to the GTFOBins database through Claude …
|
B 71 5⁄4 | ||||||||
| 6853 |
Automates the creation of React Three Fiber game projects with various template…
|
B 71 5⁄4 | ||||||||
| 6854 |
An MCP server that enables programmatic management and monitoring of developmen…
|
B 71 5⁄5 | ||||||||
| 6855 |
A Model Context Protocol server that searches transcript segments in a Turso da…
|
B 71 5⁄5 | ||||||||
| 6856 |
MCP Doc Server
Claim
A document-based MCP server that supports keyword searching and content retriev…
|
B 71 6⁄6 | ||||||||
| 6857 |
Provides AI agents with physics-based corrosion engineering calculations, from …
|
B 71 5⁄4 | ||||||||
| 6858 |
An MCP server that enables AI assistants to manage database migrations and vali…
|
B 71 5⁄5 | ||||||||
| 6859 |
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
|
B 71 5⁄5 | ||||||||
| 6860 |
A Model Context Protocol server that provides tools for interacting with both R…
|
B 71 5⁄5 | ||||||||
| 6861 |
A Claude-compatible MCP server that enables storing and summarizing notes throu…
|
B 71 5⁄5 | ||||||||
| 6862 |
Enables interaction with Slack workspaces through comprehensive integration cap…
|
B 71 5⁄5 | ||||||||
| 6863 |
Enables AI agents to interact with Chatwork by reading and sending messages, ma…
|
B 71 5⁄5 | ||||||||
| 6864 |
ZBD MCP Server
Claim
A server that adds Bitcoin payment capabilities to LLMs, enabling sending/recei…
|
B 71 5⁄5 | ||||||||
| 6865 |
Enables storing and retrieving information using semantic search with Qdrant ve…
|
B 71 5⁄5 | ||||||||
| 6866 |
Provides AI agents access to cryptocurrency derivatives analytics through 22 un…
|
B 71 5⁄5 | ||||||||
| 6867 |
MCP server for AI agents to deploy ERC-20 tokens on Base with zero gas fees via…
|
B 71 5⁄4 | ||||||||
| 6868 |
Provides comprehensive access to Blue Archive game data including students, equ…
|
B 71 5⁄5 | ||||||||
| 6869 |
An MCP server that connects to your React Native application debugger
|
B 71 5⁄4 | ||||||||
| 6870 |
Two-tier memory with hot cache (instant injection) and cold semantic search. Au…
|
B 71 5⁄4 | ||||||||
| 6871 |
Enables interaction with Salesforce organizations through SOQL queries, object …
|
B 71 5⁄4 | ||||||||
| 6872 |
Integrates with Spotify Web API through the Model Context Protocol, allowing us…
|
B 71 5⁄5 | ||||||||
| 6873 |
Enables comprehensive browser automation through Browserless.io including PDF g…
|
B 71 5⁄5 | ||||||||
| 6874 |
Enables Large Language Models to retrieve Jewish texts and commentaries from th…
|
B 71 5⁄5 | ||||||||
| 6875 |
Fetch as Markdown
Claim
Fetches web pages and converts them to clean, readable markdown format by extra…
|
B 71 5⁄5 | ||||||||
| 6876 |
Enables LLMs to perform browser automation and web page interactions using Play…
|
B 71 5⁄5 | ||||||||
| 6877 |
Next.js MCP Server
Claim
Enables AI assistants to automate Next.js development including project scaffol…
|
B 71 5⁄4 | ||||||||
| 6878 |
HackerNews MCP Server
Claim
Enables AI assistants to search, retrieve, and interact with HackerNews content…
|
B 71 5⁄5 | ||||||||
| 6879 |
Enables comprehensive access to the Norwegian Business Registry API for queryin…
|
B 71 5⁄5 | ||||||||
| 6880 |
Enables AI coding tools like Cursor to access Figma design files and metadata, …
|
B 71 5⁄5 | ||||||||
| 6881 |
Provides tools for listing and querying Azure resources directly from any MCP c…
|
B 71 5⁄5 | ||||||||
| 6882 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
|
B 71 4⁄4 | ||||||||
| 6883 |
A Model Context Protocol server that provides access to Unity Catalog Functions…
|
B 71 5⁄5 | ||||||||
| 6884 |
A MCP server that provides access to AllTrails data, allowing you to search for…
|
B 71 5⁄5 | ||||||||
| 6885 |
A Model Context Protocol server that enables AI assistants like Cursor to direc…
|
B 71 5⁄5 | ||||||||
| 6886 |
Enables Claude to read, write, append, and clear data in Google Sheets directly…
|
B 71 5⁄5 | ||||||||
| 6887 |
network-mcp-docker-suite
Claim
Docker-based MCP server suite for AIOps - Cisco Meraki, Catalyst Center, IOS XE…
|
B 71 5⁄4 | ||||||||
| 6888 |
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
|
B 71 5⁄5 | ||||||||
| 6889 |
Provides grocery price and nutritional information search capabilities, allowin…
|
B 71 5⁄5 | ||||||||
| 6890 |
Exposes Google Jules AI capabilities for automated coding tasks, including sess…
|
B 71 5⁄5 | ||||||||
| 6891 |
An MCP server that provides access to government datasets from Data.gov, enabli…
|
B 71 5⁄5 | ||||||||
| 6892 |
Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon se…
|
B 71 5⁄5 | ||||||||
| 6893 |
Enables LLMs to search for keywords and fetch full page content from Wikipedia …
|
B 71 5⁄5 | ||||||||
| 6894 |
redshift-utils-mcp
|
B 71 5⁄5 | ||||||||
| 6895 |
iTick MCP Server
Claim
Provides real-time financial market data for stocks across multiple markets (A-…
|
B 71 5⁄5 | ||||||||
| 6896 |
Provides persistent memory capabilities through Neo4j graph database integratio…
|
B 71 5⁄5 | ||||||||
| 6897 |
Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic…
|
B 71 5⁄5 | ||||||||
| 6898 |
MusicGPT MCP Server
Claim
Provides AI-powered audio generation and processing through the MusicGPT API, e…
|
B 71 5⁄5 | ||||||||
| 6899 |
Finds the closest Tailwind CSS palette colors to any given CSS color value. Sup…
|
B 71 5⁄4 | ||||||||
| 6900 |
Provides read-only access to HackerOne reports, program scopes, and bounty earn…
|
B 71 5⁄4 | ||||||||