MCP Server Quality Scores
Independent quality analysis of 44549 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3201 |
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
|
B 76 5⁄5 | ||||||||
| 3202 |
Generate beautiful Excalidraw architecture diagrams with auto-layout and compon…
|
B 76 5⁄4 | ||||||||
| 3203 |
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
|
B 76 5⁄4 | ||||||||
| 3204 |
Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS…
|
B 76 5⁄4 | ||||||||
| 3205 |
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
|
B 76 5⁄5 | ||||||||
| 3206 |
A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, u…
|
B 76 5⁄4 | ||||||||
| 3207 |
Sophisticated bash command MCP server that runs and manages shell execution.
|
B 76 5⁄5 | ||||||||
| 3208 |
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
|
B 76 5⁄5 | ||||||||
| 3209 |
MCP server for read-only PostgreSQL database queries in Claude Desktop
|
B 76 5⁄4 | ||||||||
| 3210 |
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
|
B 76 5⁄4 | ||||||||
| 3211 |
Provides comprehensive cryptocurrency analysis using the CoinCap API, offering …
|
B 76 5⁄5 | ||||||||
| 3212 |
A server that provides tools for retrieving real-time price information for var…
|
B 76 5⁄5 | ||||||||
| 3213 |
readdown-mcp
Claim
Converts web pages and HTML strings into clean, LLM-optimized Markdown with met…
|
B 76 5⁄4 | ||||||||
| 3214 |
A Model Context Protocol server that enables AI applications to interact with D…
|
B 76 5⁄5 | ||||||||
| 3215 |
Browser automation using the user's Chromium session — JS execution, auth, and …
|
B 76 5⁄4 | ||||||||
| 3216 |
Enables querying the BuiltWith API to discover and analyze website technology s…
|
B 76 5⁄5 | ||||||||
| 3217 |
Enables AI assistants to interact with Mender IoT platform for device managemen…
|
B 76 5⁄5 | ||||||||
| 3218 |
Jira MCP Server
Claim
Enables natural language interaction with Jira for managing projects, issues, t…
|
B 76 5⁄5 | ||||||||
| 3219 |
Enables AI assistants to save and manage question-and-answer pairs within a str…
|
B 76 5⁄5 | ||||||||
| 3220 |
Transform any AI agent into a domain expert by giving it access to modular, reu…
|
B 76 5⁄4 | ||||||||
| 3221 |
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
|
B 76 5⁄4 | ||||||||
| 3222 |
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
|
B 76 5⁄4 | ||||||||
| 3223 |
MCP App that renders 2D molecular structures from SMILES using RDKit.js
|
B 76 5⁄4 | ||||||||
| 3224 |
A beginner-friendly MCP server demonstrating core concepts with calculator oper…
|
B 76 5⁄5 | ||||||||
| 3225 |
wisdomforge
Claim
A powerful knowledge management system that forges wisdom from experiences, ins…
|
B 76 5⁄5 | ||||||||
| 3226 |
Enables users to access and manage Savri analytics data, including visitor stat…
|
B 76 5⁄5 | ||||||||
| 3227 |
Run local AI models, search your files and code, and crawl the web, all in one …
|
B 76 5⁄4 | ||||||||
| 3228 |
AI security scanner - secrets, PII, prompt injection, and exfiltration detectio…
|
B 76 5⁄4 | ||||||||
| 3229 |
Forge Engine MCP Server
Claim
Enables AI agents to fully control the Forge Engine (Godot fork) by manipulatin…
|
B 76 5⁄4 | ||||||||
| 3230 |
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
|
B 76 5⁄4 | ||||||||
| 3231 |
Enables AI agents to create professional Slidev presentations and export them t…
|
B 76 5⁄4 | ||||||||
| 3232 |
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
|
B 76 5⁄4 | ||||||||
| 3233 |
MCP Master Puppeteer
Claim
An advanced MCP server for browser automation using Puppeteer, specifically opt…
|
B 76 5⁄4 | ||||||||
| 3234 |
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
|
B 76 5⁄5 | ||||||||
| 3235 |
MCP server to deploy apps to Cloud Run
|
B 76 5⁄5 | ||||||||
| 3236 |
symbols
Claim
Fast polyglot source code intelligence: symbols, imports, dependencies, and imp…
|
B 76 5⁄4 | ||||||||
| 3237 |
Enables creation and management of NFT collections and assets through the Urani…
|
B 76 5⁄4 | ||||||||
| 3238 |
Web scraping — extract clean markdown, links, and metadata from any URL. Free F…
|
B 76 5⁄5 | ||||||||
| 3239 |
Enables complete management of PrestaShop e-commerce stores through natural lan…
|
B 76 5⁄5 | ||||||||
| 3240 |
This MCP server allows users to create, manage, and serve web applications thro…
|
B 76 5⁄5 | ||||||||
| 3241 |
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
|
B 76 5⁄5 | ||||||||
| 3242 |
A comprehensive MCP server for querying historical maritime shipping records, v…
|
B 76 5⁄5 | ||||||||
| 3243 |
Enables simulation and analysis of M/M/1 and M/M/c queuing systems using SimPy,…
|
B 76 5⁄5 | ||||||||
| 3244 |
MCP server to connect MySQL DB for read-only queries. It offers accurate query …
|
B 76 5⁄5 | ||||||||
| 3245 |
Ticketmaster Partner API
Claim
Enables discovery and search of Ticketmaster events, venues, and attractions wi…
|
B 76 5⁄5 | ||||||||
| 3246 |
Enables intelligent interaction with Azure resources through natural language b…
|
B 76 5⁄5 | ||||||||
| 3247 |
An MCP server that enables AI assistants like Claude to help users manage their…
|
B 76 5⁄5 | ||||||||
| 3248 |
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
|
B 76 5⁄5 | ||||||||
| 3249 |
MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabl…
|
B 76 5⁄5 | ||||||||
| 3250 |
A template project for building Model Context Protocol servers with FastMCP fra…
|
B 76 5⁄5 | ||||||||