MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5101 |
An MCP server for Wiki.js projects that enables full-text search, page retrieva…
|
B 73 5⁄5 | ||||||||
| 5102 |
Professional Gemini API integration for Claude and MCP-compatible hosts with in…
|
B 73 5⁄5 | ||||||||
| 5103 |
AI agent knowledge marketplace. Discover, purchase, and retrieve human expertis…
|
B 73 5⁄5 | ||||||||
| 5104 |
Enables querying of China Historical Geographic Information System (CHGIS) data…
|
B 73 5⁄5 | ||||||||
| 5105 |
Read-only Database MCP
Claim
Enables read-only access to PostgreSQL and MySQL/MariaDB databases through MCP …
|
B 73 5⁄4 | ||||||||
| 5106 |
AI-powered log analysis - parse, search, extract errors across 9+ formats
|
B 73 5⁄4 | ||||||||
| 5107 |
An MCP server that exposes package.json scripts as tools for agents.
|
B 73 5⁄4 | ||||||||
| 5108 |
Production-ready satellite imagery analysis server that enables natural languag…
|
B 73 5⁄5 | ||||||||
| 5109 |
Enables interaction with Gmail through MCP-compatible clients to list, read, se…
|
B 73 5⁄5 | ||||||||
| 5110 |
Provides real-time Venezuelan economic data, including official and parallel ex…
|
B 73 5⁄5 | ||||||||
| 5111 |
Provides weather information and alerts from the National Weather Service, incl…
|
B 73 5⁄5 | ||||||||
| 5112 |
Umami MCP Server
Claim
Connect your Umami Analytics to any MCP client to derive insights from natural …
|
B 73 5⁄5 | ||||||||
| 5113 |
Provides deep git file-level forensics tools to analyze detailed file histories…
|
B 73 5⁄5 | ||||||||
| 5114 |
tbls MCP Server
Claim
Provides access to database schema information generated by tbls and enables se…
|
B 73 5⁄5 | ||||||||
| 5115 |
Tastyworks API integration to handle trading activities on Tastytrade
|
B 73 5⁄5 | ||||||||
| 5116 |
Provides application insights for Vue apps by exposing component trees, state, …
|
B 73 5⁄4 | ||||||||
| 5117 |
An MCP server for evaluating C# project architecture quality using the Modulari…
|
B 73 5⁄4 | ||||||||
| 5118 |
A universal resource server that enables AI models to mount local folders, scra…
|
B 73 5⁄4 | ||||||||
| 5119 |
Axon.MCP.Server
Claim
An MCP server that transforms codebases into intelligent, queryable knowledge b…
|
B 73 5⁄4 | ||||||||
| 5120 |
Extracts and analyzes key frames from Loom videos or local video files for debu…
|
B 73 5⁄5 | ||||||||
| 5121 |
Voice Calls, SMS, and WhatsApp for Claude Code with cross-channel context shari…
|
B 73 5⁄4 | ||||||||
| 5122 |
Enables validation of OpenAPI 2.0 and 3.0 specifications in JSON or YAML format…
|
B 73 5⁄5 | ||||||||
| 5123 |
An MCP server for analyzing network traffic and pcap files using tshark. It ena…
|
B 73 4⁄4 | ||||||||
| 5124 |
A Model Context Protocol server that enables AI assistants to interact with Con…
|
B 73 5⁄5 | ||||||||
| 5125 |
Enables collaborative document authoring and composition with project-based org…
|
B 73 5⁄4 | ||||||||
| 5126 |
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…
|
B 73 5⁄4 | ||||||||
| 5127 |
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
|
B 73 5⁄4 | ||||||||
| 5128 |
A collection of tools that enhance MCP-based workflows with caching, retry logi…
|
B 73 5⁄5 | ||||||||
| 5129 |
Enables AI assistants to query, read, download, and move medical imaging data o…
|
B 73 5⁄5 | ||||||||
| 5130 |
Enables AI agents to send messages, manage rich menus, and interact with users …
|
B 73 5⁄5 | ||||||||
| 5131 |
Enables AI assistants to query and explore distributed data across EdgeLake nod…
|
B 73 5⁄5 | ||||||||
| 5132 |
An MCP server using the AviationStack API to fetch real-time flight data includ…
|
B 73 5⁄5 | ||||||||
| 5133 |
Enables comprehensive codebase analysis using Google's Gemini AI through CLI in…
|
B 73 5⁄4 | ||||||||
| 5134 |
An MCP server that provides Google Search functionality with automatic API key …
|
B 73 5⁄5 | ||||||||
| 5135 |
Automates trade surveillance support workflows by parsing inquiry emails, searc…
|
B 73 5⁄5 | ||||||||
| 5136 |
Enables AI assistants to manage OpenProject work packages, projects, and time t…
|
B 73 5⁄5 | ||||||||
| 5137 |
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
|
B 73 5⁄5 | ||||||||
| 5138 |
Enables searching and browsing Android source code across projects like Android…
|
B 73 5⁄5 | ||||||||
| 5139 |
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
|
B 73 5⁄4 | ||||||||
| 5140 |
mcp-tic-tac-toe
Claim
Play Tic Tac Toe against an AI opponent using this MCP server.
|
B 73 5⁄4 | ||||||||
| 5141 |
A comprehensive reference implementation demonstrating all features of the Mode…
|
B 73 5⁄4 | ||||||||
| 5142 |
An MCP server that provides access to personal financial data from Monarch Mone…
|
B 73 5⁄5 | ||||||||
| 5143 |
Muiscan MCP Server
Claim
Converts Figma designs into production-ready MUI (Michael UI) web components th…
|
B 73 5⁄5 | ||||||||
| 5144 |
Transforms Chrome browser into an AI-controlled automation tool that allows AI …
|
B 73 5⁄4 | ||||||||
| 5145 |
Perplexity MCP Server
Claim
This server allows users to perform web searches using Perplexity AI, providing…
|
B 73 5⁄5 | ||||||||
| 5146 |
ChainGPT MCP
Claim
Enables AI agents to access crypto-related information including latest news, p…
|
B 73 5⁄5 | ||||||||
| 5147 |
Doclea MCP
Claim
A local MCP server providing persistent memory for AI coding assistants by stor…
|
B 73 5⁄4 | ||||||||
| 5148 |
Enables AI assistants to interact with SAP Signavio Process Manager through its…
|
B 73 5⁄5 | ||||||||
| 5149 |
A Model Context Protocol server that enables semantic search capabilities by pr…
|
B 73 5⁄5 | ||||||||
| 5150 |
Enables Cursor AI to communicate with Figma for reading designs and modifying t…
|
B 73 5⁄5 | ||||||||