MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1251 |
Provides LLMs with real-time access to up-to-date documentation from PyPI, npm,…
|
B 80 5⁄5 | ||||||||
| 1252 |
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
|
B 80 5⁄5 | ||||||||
| 1253 |
A server that enables Claude to access and search through command-line journal …
|
B 80 5⁄4 | ||||||||
| 1254 |
minima
Claim
On-premises conversational RAG with configurable containers
|
B 80 5⁄4 | ||||||||
| 1255 |
A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants…
|
B 80 5⁄4 | ||||||||
| 1256 |
Analyze YouTube videos and extract insights using the Gemini Vision API. Get de…
|
B 80 5⁄4 | ||||||||
| 1257 |
Enables AI assistants to edit Microsoft Word documents live while they are open…
|
B 80 5⁄5 | ||||||||
| 1258 |
Give your AI ears and eyes and perception
|
B 80 4⁄4 | ||||||||
| 1259 |
Provides an interface between AI assistants and Tripo AI via Model Context Prot…
|
B 80 5⁄5 | ||||||||
| 1260 |
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
|
B 80 5⁄5 | ||||||||
| 1261 |
Provides accurate time information from Network Time Protocol (NTP) servers wit…
|
B 80 5⁄5 | ||||||||
| 1262 |
Enables natural language interactions with Salesforce data and metadata, allowi…
|
B 80 5⁄5 | ||||||||
| 1263 |
opgg-mcp
Claim
Access real-time gaming data across popular titles like League of Legends, TFT,…
|
B 80 6⁄6 | ||||||||
| 1264 |
Gmail Manager MCP gives Claude Desktop direct access to your Gmail inbox, allow…
|
B 80 5⁄4 | ||||||||
| 1265 |
Enables querying and managing PostgreSQL and MySQL databases through natural la…
|
B 80 5⁄5 | ||||||||
| 1266 |
Google Ads MCP Server
Claim
Enables comprehensive Google Ads campaign management and analysis through natur…
|
B 80 5⁄5 | ||||||||
| 1267 |
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
|
B 80 5⁄4 | ||||||||
| 1268 |
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
|
B 80 5⁄4 | ||||||||
| 1269 |
mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It…
|
B 80 5⁄4 | ||||||||
| 1270 |
Provides access to over 200,000 icons from 150+ collections with features for s…
|
B 80 5⁄5 | ||||||||
| 1271 |
Enables remote server administration via SSH, supporting command execution, SFT…
|
B 80 5⁄4 | ||||||||
| 1272 |
gitnexus-stable-ops
Claim
Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …
|
B 80 4⁄4 | ||||||||
| 1273 |
MCP server for Tekna events and news
|
B 80 4⁄4 | ||||||||
| 1274 |
Enables AI assistants to perform mobile device automation testing via Appium th…
|
B 80 5⁄4 | ||||||||
| 1275 |
Enables seamless integration between Large Language Models and Taiga project ma…
|
B 80 5⁄5 | ||||||||
| 1276 |
Enables seamless integration with Fal.ai's 600+ image generation models includi…
|
B 80 5⁄5 | ||||||||
| 1277 |
Enables comprehensive Microsoft Word document manipulation through the Model Co…
|
B 80 5⁄5 | ||||||||
| 1278 |
mcp-pointer
Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
|
B 80 5⁄4 | ||||||||
| 1279 |
reddit-mcp-server
|
B 80 5⁄4 | ||||||||
| 1280 |
An MCP server that enables AI agents to interact with Wiki.js as a knowledge ba…
|
B 80 5⁄5 | ||||||||
| 1281 |
Enables interaction with SiYuan Note through its API for comprehensive note man…
|
B 80 5⁄4 | ||||||||
| 1282 |
Enables AI-driven testing and automation of Tauri desktop applications through …
|
B 80 5⁄5 | ||||||||
| 1283 |
Electronic component sourcing, BOM management, and PCB design workflows.
|
B 80 5⁄5 | ||||||||
| 1284 |
Enables creation, editing, and management of Word documents through JSON schema…
|
B 80 5⁄5 | ||||||||
| 1285 |
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
|
B 80 5⁄4 | ||||||||
| 1286 |
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
|
B 80 6⁄6 | ||||||||
| 1287 |
A Model Context Protocol server providing AI assistants with comprehensive proj…
|
B 80 5⁄5 | ||||||||
| 1288 |
Secure MCP server for Request Tracker (RT) ticket management
|
B 80 5⁄5 | ||||||||
| 1289 |
Map financial identifiers (ISIN, CUSIP, SEDOL, Ticker) to FIGIs via OpenFIGI API
|
B 80 5⁄4 | ||||||||
| 1290 |
Enables AI coding agents to discover, understand, and fix product issues (UX in…
|
B 80 5⁄4 | ||||||||
| 1291 |
Facilitates the analysis of Figma file structures by extracting node hierarchie…
|
B 80 5⁄5 | ||||||||
| 1292 |
An MCP server implementation that provides tools for retrieving and processing …
|
B 80 5⁄4 | ||||||||
| 1293 |
An MCP server that provides tools for JSON validation, diffing, and transformat…
|
B 80 4⁄4 | ||||||||
| 1294 |
A Model Context Protocol (MCP) server for Uptime Kuma version 2.
|
B 80 5⁄4 | ||||||||
| 1295 |
A Knowledge Graph MCP server optimized for LLM context efficiency through compa…
|
B 80 6⁄6 | ||||||||
| 1296 |
Extracts minimal, relevant code context from multiple programming languages whi…
|
B 80 5⁄4 | ||||||||
| 1297 |
Enables AI assistants to interact with GitHub repositories, Confluence document…
|
B 80 5⁄5 | ||||||||
| 1298 |
Multi-URL comparative content analysis with topical gap detection
|
B 80 5⁄5 | ||||||||
| 1299 |
An MCP server that automates the migration of WordPress sites into production-r…
|
B 80 5⁄5 | ||||||||
| 1300 |
RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds…
|
B 80 4⁄4 | ||||||||