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 | ||||||||||
| 6901 |
Two-tier memory with hot cache (instant injection) and cold semantic search. Au…
|
B 71 5⁄4 | ||||||||
| 6902 |
Enables comprehensive browser automation through Browserless.io including PDF g…
|
B 71 5⁄5 | ||||||||
| 6903 |
Provides tools for listing and querying Azure resources directly from any MCP c…
|
B 71 5⁄5 | ||||||||
| 6904 |
Enables interaction with Salesforce organizations through SOQL queries, object …
|
B 71 5⁄4 | ||||||||
| 6905 |
Next.js MCP Server
Claim
Enables AI assistants to automate Next.js development including project scaffol…
|
B 71 5⁄4 | ||||||||
| 6906 |
Fetch as Markdown
Claim
Fetches web pages and converts them to clean, readable markdown format by extra…
|
B 71 5⁄5 | ||||||||
| 6907 |
Enables LLMs to perform browser automation and web page interactions using Play…
|
B 71 5⁄5 | ||||||||
| 6908 |
Enables AI coding tools like Cursor to access Figma design files and metadata, …
|
B 71 5⁄5 | ||||||||
| 6909 |
HackerNews MCP Server
Claim
Enables AI assistants to search, retrieve, and interact with HackerNews content…
|
B 71 5⁄5 | ||||||||
| 6910 |
Integrates with Spotify Web API through the Model Context Protocol, allowing us…
|
B 71 5⁄5 | ||||||||
| 6911 |
Enables Claude to read, write, append, and clear data in Google Sheets directly…
|
B 71 5⁄5 | ||||||||
| 6912 |
A Model Context Protocol server that enables AI assistants like Cursor to direc…
|
B 71 5⁄5 | ||||||||
| 6913 |
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
|
B 71 5⁄5 | ||||||||
| 6914 |
A Model Context Protocol server that provides access to Unity Catalog Functions…
|
B 71 5⁄5 | ||||||||
| 6915 |
Enables LLMs to search for keywords and fetch full page content from Wikipedia …
|
B 71 5⁄5 | ||||||||
| 6916 |
MusicGPT MCP Server
Claim
Provides AI-powered audio generation and processing through the MusicGPT API, e…
|
B 71 5⁄5 | ||||||||
| 6917 |
A MCP server that provides access to AllTrails data, allowing you to search for…
|
B 71 5⁄5 | ||||||||
| 6918 |
Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic…
|
B 71 5⁄5 | ||||||||
| 6919 |
An MCP server that provides access to government datasets from Data.gov, enabli…
|
B 71 5⁄5 | ||||||||
| 6920 |
Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon se…
|
B 71 5⁄5 | ||||||||
| 6921 |
Exposes Google Jules AI capabilities for automated coding tasks, including sess…
|
B 71 5⁄5 | ||||||||
| 6922 |
Enables AI assistants to search and access geospatial datasets through STAC (Sp…
|
B 71 5⁄5 | ||||||||
| 6923 |
Implements CEDARScript, a SQL-like language for code manipulation.
|
B 71 5⁄5 | ||||||||
| 6924 |
redshift-utils-mcp
|
B 71 5⁄5 | ||||||||
| 6925 |
Search and execute Heroku Platform API operations
|
B 71 5⁄5 | ||||||||
| 6926 |
Provides persistent memory capabilities through Neo4j graph database integratio…
|
B 71 5⁄5 | ||||||||
| 6927 |
An MCP server that enables querying logs and metrics from Graylog, Prometheus, …
|
B 71 5⁄5 | ||||||||
| 6928 |
Finds the closest Tailwind CSS palette colors to any given CSS color value. Sup…
|
B 71 5⁄4 | ||||||||
| 6929 |
Provides read-only access to HackerOne reports, program scopes, and bounty earn…
|
B 71 5⁄4 | ||||||||
| 6930 |
A gateway that enables Generative AI systems to interact with and manage multip…
|
B 71 5⁄4 | ||||||||
| 6931 |
A comprehensive template for building MCP servers with TypeScript, Fastify, and…
|
B 71 5⁄5 | ||||||||
| 6932 |
A web application for securely managing GitHub tokens and providing centralized…
|
B 71 5⁄5 | ||||||||
| 6933 |
Unsplash photo search with proper attribution. Returns ready-to-use attribution…
|
B 71 5⁄5 | ||||||||
| 6934 |
Enables access to agent instruction files and prompts for AI development workfl…
|
B 71 5⁄5 | ||||||||
| 6935 |
A boilerplate project for quickly developing MCP servers with TypeScript, featu…
|
B 71 5⁄5 | ||||||||
| 6936 |
Provides tools to search for arXiv papers, retrieve full-text HTML content via …
|
B 71 5⁄5 | ||||||||
| 6937 |
MCP server to scan smart contracts on Base for honeypots, rug pulls, and vulner…
|
B 71 5⁄5 | ||||||||
| 6938 |
Enables verification of natural language claims against CME prediction market d…
|
B 71 5⁄5 | ||||||||
| 6939 |
Xentral MCP HTTP Server
Claim
Enables integration with Xentral ERP system through a Model Context Protocol se…
|
B 71 5⁄5 | ||||||||
| 6940 |
Enables AI models to analyze webpage performance using the Google PageSpeed Ins…
|
B 71 5⁄5 | ||||||||
| 6941 |
A secure server that enables AI applications to execute shell commands in speci…
|
B 71 5⁄5 | ||||||||
| 6942 |
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
|
B 71 5⁄5 | ||||||||
| 6943 |
Integrates the Brave Search API to provide web and local search capabilities, i…
|
B 71 5⁄5 | ||||||||
| 6944 |
Enables AI assistants to connect with Freshservice ITSM for managing tickets, a…
|
B 71 5⁄5 | ||||||||
| 6945 |
An MCP server that converts PDF files to Markdown format using AI sampling capa…
|
B 71 5⁄5 | ||||||||
| 6946 |
ZBD MCP Server
Claim
A server that adds Bitcoin payment capabilities to LLMs, enabling sending/recei…
|
B 71 5⁄5 | ||||||||
| 6947 |
Interact with SingleStore databases using a standardized protocol. Execute quer…
|
B 71 5⁄5 | ||||||||
| 6948 |
Enables users to validate the existence of email addresses through a simple Fas…
|
B 71 5⁄5 | ||||||||
| 6949 |
data-gov-in-mcp
Claim
|
B 71 5⁄4 | ||||||||
| 6950 |
Enables comprehensive management of Anki decks and notes through the Model Cont…
|
B 71 5⁄4 | ||||||||