MCP Server Quality Scores
Independent quality analysis of 44549 public MCP servers
Last updated 1 hour, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3151 |
Converts documents, webpages, and media files into markdown for AI assistants u…
|
B 76 5⁄5 | ||||||||
| 3152 |
|
B 76 5⁄4 | ||||||||
| 3153 |
|
B 76 5⁄4 | ||||||||
| 3154 |
Warhammer 40K, Combat Patrol, and Kill Team rules reference with unit datasheet…
|
B 76 5⁄4 | ||||||||
| 3155 |
Node.js server implementing Model Context Protocol that enables seamless intera…
|
B 76 5⁄4 | ||||||||
| 3156 |
generative-ui-playground
Claim
Interact with all three types of generative UI, all in one interface
|
B 76 5⁄4 | ||||||||
| 3157 |
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
|
B 76 5⁄4 | ||||||||
| 3158 |
A server allowing interaction with Reddit via the public API, enabling browsing…
|
B 76 5⁄5 | ||||||||
| 3159 |
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
|
B 76 5⁄4 | ||||||||
| 3160 |
Image generation
|
B 76 5⁄4 | ||||||||
| 3161 |
Firestore MCP Server
Claim
An interface for interacting with Google Firestore databases directly through C…
|
B 76 5⁄5 | ||||||||
| 3162 |
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI ag…
|
B 76 5⁄5 | ||||||||
| 3163 |
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifac…
|
B 76 5⁄4 | ||||||||
| 3164 |
Kali MCP Server
Claim
Provides access to 20+ Kali Linux penetration testing tools through isolated Do…
|
B 76 5⁄5 | ||||||||
| 3165 |
Extracts clean web content for RAG and provides Q&A about web pages.
|
B 76 5⁄5 | ||||||||
| 3166 |
Enables AI-guided spec-driven development workflow that transforms ideas into i…
|
B 76 5⁄5 | ||||||||
| 3167 |
Evidence-backed web research for AI agents with citations and confidence scores.
|
B 76 5⁄4 | ||||||||
| 3168 |
A server that provides access to Google Search Console data through the Model C…
|
B 76 5⁄5 | ||||||||
| 3169 |
MWAA MCP Server
Claim
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
|
B 76 5⁄5 | ||||||||
| 3170 |
Enables AI language models to interact with YouTube content through the YouTube…
|
B 76 5⁄5 | ||||||||
| 3171 |
Enables AI agents to interact with Android devices through UI manipulation, scr…
|
B 76 5⁄5 | ||||||||
| 3172 |
Enables searching for train tickets on China's 12306 railway system, including …
|
B 76 5⁄5 | ||||||||
| 3173 |
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
|
B 76 5⁄5 | ||||||||
| 3174 |
Generate beautiful Excalidraw architecture diagrams with auto-layout and compon…
|
B 76 5⁄4 | ||||||||
| 3175 |
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
|
B 76 5⁄5 | ||||||||
| 3176 |
Browser automation using the user's Chromium session — JS execution, auth, and …
|
B 76 5⁄4 | ||||||||
| 3177 |
buttplug-mcp
Claim
Buttplug.io Model Context Protocol (MCP) Server
|
B 76 5⁄4 | ||||||||
| 3178 |
BigQuery database integration with schema inspection and query capabilities
|
B 76 5⁄5 | ||||||||
| 3179 |
Real-time currency exchange rates and crypto prices via MCP. Convert between 60…
|
B 76 5⁄4 | ||||||||
| 3180 |
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
|
B 76 5⁄5 | ||||||||
| 3181 |
A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, u…
|
B 76 5⁄4 | ||||||||
| 3182 |
readdown-mcp
Claim
Converts web pages and HTML strings into clean, LLM-optimized Markdown with met…
|
B 76 5⁄4 | ||||||||
| 3183 |
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
|
B 76 5⁄5 | ||||||||
| 3184 |
Connects Claude Desktop to a RAGBrain knowledge base to enable semantic search,…
|
B 76 5⁄5 | ||||||||
| 3185 |
An MCP server and VS Code extension that enables AI clients to interactively de…
|
B 76 5⁄4 | ||||||||
| 3186 |
A server that provides tools for retrieving real-time price information for var…
|
B 76 5⁄5 | ||||||||
| 3187 |
Enables AI agents to create, validate, and export UML system models using struc…
|
B 76 5⁄5 | ||||||||
| 3188 |
A Model Context Protocol server that converts over 29 file formats, including P…
|
B 76 5⁄5 | ||||||||
| 3189 |
DevDb MCP Server
|
B 76 5⁄4 | ||||||||
| 3190 |
MCP App that renders 2D molecular structures from SMILES using RDKit.js
|
B 76 5⁄4 | ||||||||
| 3191 |
Enables AI assistants to interact with Mender IoT platform for device managemen…
|
B 76 5⁄5 | ||||||||
| 3192 |
Access financial data and market information via Financial Modeling Prep API
|
B 76 5⁄4 | ||||||||
| 3193 |
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
|
B 76 5⁄5 | ||||||||
| 3194 |
Exposes a subset of the Etsy API through the Model Context Protocol to manage s…
|
B 76 5⁄5 | ||||||||
| 3195 |
Interact seamlessly with issues and merge requests of your GitLab projects.
|
B 76 5⁄5 | ||||||||
| 3196 |
Transform any AI agent into a domain expert by giving it access to modular, reu…
|
B 76 5⁄4 | ||||||||
| 3197 |
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
|
B 76 5⁄4 | ||||||||
| 3198 |
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
|
B 76 5⁄4 | ||||||||
| 3199 |
Run local AI models, search your files and code, and crawl the web, all in one …
|
B 76 5⁄4 | ||||||||
| 3200 |
A Model Context Protocol server that enables AI assistants to search, read, and…
|
B 76 5⁄5 | ||||||||