MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5901 |
openapi-mcp
Claim
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API wit…
|
B 72 5⁄5 | ||||||||
| 5902 |
Integrates Backlog project management with Claude via Model Context Protocol, e…
|
B 72 5⁄5 | ||||||||
| 5903 |
Connects to Xcode's build system to extract, parse, and display errors and warn…
|
B 72 5⁄4 | ||||||||
| 5904 |
cervellaswarm
Claim
Verify AI agent communication protocols using session types. Formal specificati…
|
B 72 5⁄5 | ||||||||
| 5905 |
Enables interaction with PostgreSQL databases through a production-ready MCP se…
|
B 72 5⁄5 | ||||||||
| 5906 |
A Model Context Protocol server that enables AI assistants to interact directly…
|
B 72 5⁄4 | ||||||||
| 5907 |
A Model Context Protocol server that enables AI models to send emails via simpl…
|
B 72 5⁄5 | ||||||||
| 5908 |
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
|
B 72 5⁄4 | ||||||||
| 5909 |
An MCP server that enables users to manage Google's Jules AI coding agent sessi…
|
B 72 5⁄5 | ||||||||
| 5910 |
A MCP server that provides access to GitHub trending repositories and developer…
|
B 72 5⁄5 | ||||||||
| 5911 |
MCP server for Adobe Photoshop automation - control Photoshop from AI assistants
|
B 72 5⁄4 | ||||||||
| 5912 |
A server that allows searching and retrieving Solodit vulnerability reports thr…
|
B 72 5⁄5 | ||||||||
| 5913 |
Provides real-time weather data and forecasts for locations worldwide using the…
|
B 72 5⁄5 | ||||||||
| 5914 |
Enables Claude to use Google Gemini as a secondary AI through MCP for large-sca…
|
B 72 5⁄5 | ||||||||
| 5915 |
Sitemap MCP Server
|
B 72 5⁄5 | ||||||||
| 5916 |
A simple server for saving, listing, and searching notes persisted to a local J…
|
B 72 4⁄4 | ||||||||
| 5917 |
Enables Claude to interact with freee accounting software through OAuth 2.0 aut…
|
B 72 5⁄5 | ||||||||
| 5918 |
A headless Ghidra server that enables AI agents to perform deep reverse-enginee…
|
B 72 5⁄5 | ||||||||
| 5919 |
xiaohongshu-mcp
Claim
|
B 72 5⁄4 | ||||||||
| 5920 |
MCPGame
Claim
A multiplayer first-person 3D virtual house environment with interactive elemen…
|
B 72 5⁄5 | ||||||||
| 5921 |
Enables interaction with Microsoft SQL Server and Azure SQL databases through n…
|
B 72 5⁄5 | ||||||||
| 5922 |
A MCP server enabling LLMs to roll dice
|
B 72 5⁄4 | ||||||||
| 5923 |
Enables browser automation through Anchor Browser's cloud infrastructure with b…
|
B 72 5⁄5 | ||||||||
| 5924 |
Enables sending WhatsApp Business messages including text, media, interactive l…
|
B 72 5⁄5 | ||||||||
| 5925 |
Provides a standardized way to integrate Perplexity AI's features like chat, se…
|
B 72 5⁄5 | ||||||||
| 5926 |
MCP server for the Vulners.com API
|
B 72 5⁄4 | ||||||||
| 5927 |
Enables cost optimization and financial operations for Google BigQuery through …
|
B 72 5⁄4 | ||||||||
| 5928 |
Enables interaction with the John Deere Operations Center to browse organizatio…
|
B 72 5⁄4 | ||||||||
| 5929 |
Enables Docker container management directly through Claude using the Model Con…
|
B 72 5⁄5 | ||||||||
| 5930 |
MCP-ArcKnowledge
Claim
With this you can you can easily manage and query your list of knowledge base(w…
|
B 72 5⁄4 | ||||||||
| 5931 |
Provides secure, read-only access to VTION e-commerce analytics data through MC…
|
B 72 5⁄5 | ||||||||
| 5932 |
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
|
B 72 5⁄5 | ||||||||
| 5933 |
MCP server for image generation using multiple providers (Google Gemini, OpenAI…
|
B 72 4⁄4 | ||||||||
| 5934 |
expose clis over model context protocol
|
B 72 5⁄4 | ||||||||
| 5935 |
A Model Context Protocol server implementation compatible with Todoist API, all…
|
B 72 5⁄5 | ||||||||
| 5936 |
BetterMCPFileServer
Claim
A redesigned Model Context Protocol server that enables AI models to access fil…
|
B 72 5⁄5 | ||||||||
| 5937 |
Enables AI image generation using Volcano Engine's Seedream 4.0 API with text-t…
|
B 72 5⁄5 | ||||||||
| 5938 |
Build iOS Xcode workspace/project and feed back errors to llm.
|
B 72 5⁄4 | ||||||||
| 5939 |
Enables date and time operations including formatting, arithmetic, comparisons,…
|
B 72 5⁄5 | ||||||||
| 5940 |
Enables AI assistants to access, search, and analyze Google Spreadsheets throug…
|
B 72 5⁄5 | ||||||||
| 5941 |
Reddit MCP Server via Apify
|
B 72 5⁄5 | ||||||||
| 5942 |
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
|
B 72 5⁄5 | ||||||||
| 5943 |
Enables AI assistants to interact with Obsidian vaults for creating, reading, s…
|
B 72 5⁄5 | ||||||||
| 5944 |
Web search, content extraction, PDF parsing, plus datetime and geolocation tool…
|
B 72 5⁄4 | ||||||||
| 5945 |
LearnMCP Server
Claim
Extracts and summarizes learning content from YouTube videos, PDFs, and web art…
|
B 72 5⁄5 | ||||||||
| 5946 |
A Model Context Protocol server that connects to the Tesla Fleet API, allowing …
|
B 72 5⁄5 | ||||||||
| 5947 |
A Python-based MCP server implementation that can be easily installed via pip o…
|
B 72 5⁄5 | ||||||||
| 5948 |
A Model Context Protocol server that allows Claude Desktop to manage and execut…
|
B 72 5⁄5 | ||||||||
| 5949 |
An MCP server for Scout Monitoring data interactions.
|
B 72 5⁄4 | ||||||||
| 5950 |
ClawPact MCP Server
Claim
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
|
B 72 5⁄5 | ||||||||