MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4301 |
Enables semantic search through markdown documentation in code repositories usi…
|
B 75 5⁄4 | ||||||||
| 4302 |
An MCP server that enables inter-Claude communication and context sharing for s…
|
B 75 5⁄4 | ||||||||
| 4303 |
A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geo…
|
B 75 5⁄5 | ||||||||
| 4304 |
A Cursor-compatible toolkit that provides intelligent coding assistance through…
|
B 75 5⁄4 | ||||||||
| 4305 |
Enables generation of QR codes from text or URLs in multiple formats (DataURL, …
|
B 75 5⁄5 | ||||||||
| 4306 |
Enables interaction with Azure DevOps through Cursor chat, providing tools to m…
|
B 75 5⁄5 | ||||||||
| 4307 |
OpenGraph.io API integration for extracting OG metadata, taking screenshots, sc…
|
B 75 5⁄5 | ||||||||
| 4308 |
Provides AI assistants with access to University of Alabama at Birmingham's Res…
|
B 75 5⁄5 | ||||||||
| 4309 |
A demonstration server implementing the Model Context Protocol (MCP) that provi…
|
B 75 5⁄4 | ||||||||
| 4310 |
Provides AI assistants with real-time web search, intelligent data extraction f…
|
B 75 5⁄5 | ||||||||
| 4311 |
A Model Context Protocol server that enables AI assistants like Claude to read …
|
B 75 5⁄5 | ||||||||
| 4312 |
Logs LLM interactions to local CSV or Markdown files with automatic categorizat…
|
B 75 5⁄5 | ||||||||
| 4313 |
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the …
|
B 75 5⁄4 | ||||||||
| 4314 |
Provides Jira Cloud integration for AI agents, enabling them to search issues w…
|
B 75 5⁄5 | ||||||||
| 4315 |
Provides tools to search, download, and manage satellite imagery from all Coper…
|
B 75 5⁄5 | ||||||||
| 4316 |
A Model Context Protocol server that enables AI assistants to interact with Pro…
|
B 75 5⁄4 | ||||||||
| 4317 |
A persistent memory layer for Claude Code that maintains project information, t…
|
B 75 5⁄4 | ||||||||
| 4318 |
Enables AI assistants to interact with all Twilio APIs through the Model Contex…
|
B 75 5⁄5 | ||||||||
| 4319 |
|
B 75 5⁄4 | ||||||||
| 4320 |
Enables automated grading of student homework images using Qwen3-VL multimodal …
|
B 75 5⁄5 | ||||||||
| 4321 |
Enables AI assistants to interact with Mural visual collaboration workspaces th…
|
B 75 5⁄5 | ||||||||
| 4322 |
Provides a Model Context Protocol interface to MoCo time tracking and project m…
|
B 75 5⁄5 | ||||||||
| 4323 |
Integrates Google's Gemini AI with Claude Code to provide advanced development …
|
B 75 5⁄5 | ||||||||
| 4324 |
A complete fullstack application that demonstrates Model Context Protocol integ…
|
B 75 5⁄4 | ||||||||
| 4325 |
|
B 75 5⁄5 | ||||||||
| 4326 |
Groww MCP
Claim
Enable seamless integration of Groww platform data and tools with language mode…
|
B 75 5⁄4 | ||||||||
| 4327 |
Turns any static website into an MCP-searchable knowledge base by deploying a C…
|
B 75 5⁄5 | ||||||||
| 4328 |
MCP server that builds itself by creating new tools as needed based on user req…
|
B 75 5⁄4 | ||||||||
| 4329 |
AI startup idea validation by a specialized 9-agent crew.
|
B 75 5⁄5 | ||||||||
| 4330 |
Provides comprehensive documentation search for Next.js 15+ and Tailwind CSS 3+…
|
B 75 5⁄5 | ||||||||
| 4331 |
Enables Google Workspace administration through the GAM CLI, allowing Claude to…
|
B 75 5⁄4 | ||||||||
| 4332 |
Enables AI assistants to perform real-time domain name availability checks and …
|
B 75 5⁄5 | ||||||||
| 4333 |
heroicons-mcp
|
B 75 5⁄5 | ||||||||
| 4334 |
A server for connecting to a local ComfyUI instance that enables storing and su…
|
B 75 5⁄4 | ||||||||
| 4335 |
Enables AI assistants to interact directly with TestRail instances for managing…
|
B 75 5⁄5 | ||||||||
| 4336 |
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
|
B 75 5⁄5 | ||||||||
| 4337 |
A Model Context Protocol server that enables LLMs like Claude and Cursor to man…
|
B 75 5⁄5 | ||||||||
| 4338 |
A specialized MCP server that helps analyze and debug Model Context Protocol lo…
|
B 75 5⁄4 | ||||||||
| 4339 |
Enables management of Railway.app infrastructure through natural language, incl…
|
B 75 5⁄5 | ||||||||
| 4340 |
shadcn-vue-mcp
Claim
Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instan…
|
B 75 5⁄5 | ||||||||
| 4341 |
Enables interaction with Overseerr API to manage movie and TV show requests, al…
|
B 75 5⁄5 | ||||||||
| 4342 |
Enables access to RuneScape 3 data including real-time Grand Exchange prices, i…
|
B 75 5⁄5 | ||||||||
| 4343 |
Enables Claude to interact with ServiceNow instances through comprehensive API …
|
B 75 5⁄5 | ||||||||
| 4344 |
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
|
B 75 5⁄5 | ||||||||
| 4345 |
Enables retrieval of electricity and gas consumption data from Octopus Energy a…
|
B 75 5⁄5 | ||||||||
| 4346 |
An MCP server that lets AI assistants interact with your Lunchmoney data, enabl…
|
B 75 5⁄4 | ||||||||
| 4347 |
Search, extract sections, list headings, and find code blocks across markdown f…
|
B 75 5⁄4 | ||||||||
| 4348 |
Express MCP Server
Claim
A basic serverless MCP server example running on Netlify Functions using Expres…
|
B 75 6⁄6 | ||||||||
| 4349 |
Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, B…
|
B 75 5⁄5 | ||||||||
| 4350 |
NetlifyMCPServer
Claim
A basic example of developing and running serverless Model Context Protocol (MC…
|
B 75 6⁄6 | ||||||||