MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6851 |
Enables semantic search over local Markdown documentation using hybrid retrieva…
|
B 71 5⁄4 | ||||||||
| 6852 |
A Node.js server that enables video manipulation through natural language reque…
|
B 71 5⁄4 | ||||||||
| 6853 |
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
|
B 71 5⁄5 | ||||||||
| 6854 |
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
|
B 71 5⁄5 | ||||||||
| 6855 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
|
B 71 5⁄5 | ||||||||
| 6856 |
A Model Context Protocol server that enables image generation and retrieval fro…
|
B 71 5⁄5 | ||||||||
| 6857 |
Access Dutch Parliament (Tweede Kamer) information including documents, debates…
|
B 71 5⁄5 | ||||||||
| 6858 |
Enables AI assistants to safely interact with PostgreSQL databases through read…
|
B 71 5⁄5 | ||||||||
| 6859 |
Facilitates management and optimization of PostgreSQL databases, offering analy…
|
B 71 5⁄5 | ||||||||
| 6860 |
MCP server implementation for Keycloak user management. Enables AI-powered admi…
|
B 71 5⁄5 | ||||||||
| 6861 |
Enables deep web search across multiple providers including Google, Bing, Brave…
|
B 71 5⁄5 | ||||||||
| 6862 |
mcp-gopls
Claim
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, …
|
B 71 5⁄5 | ||||||||
| 6863 |
Enables access to agent instruction files and prompts for AI development workfl…
|
B 71 5⁄5 | ||||||||
| 6864 |
An MCP server designed to help AI models refactor Kubernetes configurations by …
|
B 71 5⁄4 | ||||||||
| 6865 |
Code-MCP: Connect Claude AI to your development environment through the Model C…
|
B 71 5⁄4 | ||||||||
| 6866 |
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
|
B 71 5⁄5 | ||||||||
| 6867 |
Enables comprehensive interaction with the GitHub API, including file operation…
|
B 71 5⁄5 | ||||||||
| 6868 |
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosqua…
|
B 71 5⁄5 | ||||||||
| 6869 |
tradingview-chart-mcp
Claim
MCP server that captures TradingView chart images via Selenium — supports any t…
|
B 71 5⁄4 | ||||||||
| 6870 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄5 | ||||||||
| 6871 |
Provides weather information through MCP tools integrated with a FastAPI backen…
|
B 71 5⁄4 | ||||||||
| 6872 |
Reexpress MCP Server
Claim
Reexpress MCP Server
|
B 71 5⁄4 | ||||||||
| 6873 |
A Model Context Protocol server that provides access to api.random.org for gene…
|
B 71 5⁄5 | ||||||||
| 6874 |
Control Android devices with AI through MCP, enabling device control, debugging…
|
B 71 5⁄4 | ||||||||
| 6875 |
A Model Context Protocol server that enables generating and editing images usin…
|
B 71 5⁄5 | ||||||||
| 6876 |
MCP to analyse local audio file.
|
B 71 5⁄4 | ||||||||
| 6877 |
MCP GCP DevOps
Claim
Enables managing Google Cloud Platform infrastructure through natural language,…
|
B 71 5⁄5 | ||||||||
| 6878 |
Enables interaction with Drip's email marketing platform through comprehensive …
|
B 71 5⁄5 | ||||||||
| 6879 |
Enables AI assistants to interact with security data pipelines and map data to …
|
B 71 5⁄4 | ||||||||
| 6880 |
Metasploit MCP Server
Claim
Provides a bridge between large language models and the Metasploit Framework, e…
|
B 71 5⁄5 | ||||||||
| 6881 |
An MCP server allowing AI agents and MCP clients to interface with the Congress…
|
B 71 5⁄5 | ||||||||
| 6882 |
Bubble MCP
Claim
Enables AI assistants to interact with Bubble.io applications through the Model…
|
B 71 5⁄5 | ||||||||
| 6883 |
MCP TypeScript Template
Claim
A TypeScript template for building remote Model Context Protocol (MCP) servers …
|
B 71 5⁄5 | ||||||||
| 6884 |
Yuque-MCP-Server
Claim
📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allo…
|
B 71 5⁄4 | ||||||||
| 6885 |
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
|
B 71 5⁄5 | ||||||||
| 6886 |
data-gov-in-mcp
Claim
|
B 71 5⁄4 | ||||||||
| 6887 |
Shogi MCP Server
Claim
Enables AI agents to analyze shogi (Japanese chess) positions and moves by inte…
|
B 71 5⁄4 | ||||||||
| 6888 |
Enables users to manage a persistent todo list through natural language, suppor…
|
B 71 5⁄5 | ||||||||
| 6889 |
The MCP server provides access to Clever Cloud's documentation, allowing users …
|
B 71 5⁄4 | ||||||||
| 6890 |
A Model Context Protocol server that enables AI agents to interact with Azure D…
|
B 71 5⁄5 | ||||||||
| 6891 |
Enables users to manage appointments through a FastAPI backend with PostgreSQL …
|
B 71 5⁄5 | ||||||||
| 6892 |
Enables running Swift package tests through the swift test command in specified…
|
B 71 5⁄4 | ||||||||
| 6893 |
Enables AI assistants to convert LaTeX source code into professionally formatte…
|
B 71 5⁄4 | ||||||||
| 6894 |
Enables deployment and hosting of custom MCP servers on Databricks Apps platfor…
|
B 71 5⁄5 | ||||||||
| 6895 |
Enables searching and retrieving icons from The Noun Project API with advanced …
|
B 71 5⁄5 | ||||||||
| 6896 |
An MCP server that enables interaction with Safe (formerly Gnosis Safe) smart c…
|
B 71 5⁄5 | ||||||||
| 6897 |
AI agent payment security - spending limits, whitelists, and human approval.
|
B 71 5⁄4 | ||||||||
| 6898 |
mcp-gsc
Claim
Google Search Console Insights with Claude AI for SEOs
|
B 71 5⁄4 | ||||||||
| 6899 |
Enables comprehensive security testing and penetration testing through natural …
|
B 71 5⁄5 | ||||||||
| 6900 |
Connects AI assistants to JoeAPI construction management system, enabling manag…
|
B 71 5⁄5 | ||||||||