MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16201 |
Provides AI-powered image analysis and OCR capabilities using the Kolosal Visio…
|
F 25 5⁄5 | ||||||||
| 16202 |
Scores your prompts against your real codebase — context-aware prompt intellige…
|
F 25 5⁄4 | ||||||||
| 16203 |
Provides MCP (Model Control Protocol) tools for accessing and interacting with …
|
F 25 5⁄5 | ||||||||
| 16204 |
A Model Context Protocol server that enables controlling Spotify playback throu…
|
F 25 5⁄4 | ||||||||
| 16205 |
Enables capturing screenshots of all connected monitors with automatic JPEG com…
|
F 25 5⁄4 | ||||||||
| 16206 |
14 electronics tools: resistor decoder, capacitor calculator, GPIO reference fo…
|
F 25 5⁄5 | ||||||||
| 16207 |
Real-time hydrological information retrieval service that provides water level,…
|
F 25 6⁄6 | ||||||||
| 16208 |
Provides a comprehensive interface to a personal knowledge base, including tool…
|
F 25 5⁄5 | ||||||||
| 16209 |
MCP server for InsForge BaaS — database, storage, edge functions, and deploymen…
|
F 25 6⁄6 | ||||||||
| 16210 |
LLM-driven context and memory management with wide-recall + precise-reranking R…
|
F 25 5⁄5 | ||||||||
| 16211 |
A Model Context Protocol server that enables Large Language Models like Claude …
|
F 25 5⁄5 | ||||||||
| 16212 |
Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and to…
|
F 25 5⁄5 | ||||||||
| 16213 |
MCP server for the XRP Ledger that provides access to account information, tran…
|
F 25 5⁄5 | ||||||||
| 16214 |
Provides AI-powered search capabilities through three specialized tools: web se…
|
F 25 6⁄6 | ||||||||
| 16215 |
A MCP server for MobSF which can be used for static and dynamic analysis of And…
|
F 25 5⁄4 | ||||||||
| 16216 |
Leverage AI-driven observability, security, and automation to analyze anomalies…
|
F 25 5⁄5 | ||||||||
| 16217 |
Access Apple Voice Memos on macOS. List, get audio, extract and generate transc…
|
F 25 5⁄4 | ||||||||
| 16218 |
Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…
|
F 25 5⁄5 | ||||||||
| 16219 |
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
|
F 25 5⁄4 | ||||||||
| 16220 |
Provides documentation and component references for the Reacticx React Native l…
|
F 25 5⁄5 | ||||||||
| 16221 |
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
|
F 25 5⁄5 | ||||||||
| 16222 |
An MCP (Model Context Protocol) server that lets users send SMS messages throug…
|
F 25 5⁄5 | ||||||||
| 16223 |
Provides text translation capabilities powered by NiuTrans API with support for…
|
F 25 5⁄5 | ||||||||
| 16224 |
Exposes VS Code diagnostic problems like errors and warnings in real-time to AI…
|
F 25 5⁄4 | ||||||||
| 16225 |
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
|
F 25 5⁄4 | ||||||||
| 16226 |
Full-stack security for AI agents — static analysis + MCP runtime interception.…
|
F 25 5⁄5 | ||||||||
| 16227 |
Provides a universal AI personality layer that uses a scientifically-backed Big…
|
F 25 5⁄5 | ||||||||
| 16228 |
Enables extracting data from websites using natural language prompts, allowing …
|
F 25 5⁄5 | ||||||||
| 16229 |
The first financial intelligence MCP server. Live AI-scored trading signals fro…
|
F 25 6⁄6 | ||||||||
| 16230 |
MCP server for discovering and installing AI agent skills from agentskill.sh. S…
|
F 25 5⁄4 | ||||||||
| 16231 |
An MCP server that enables AI assistants to browse, analyze, and automate inter…
|
F 25 5⁄4 | ||||||||
| 16232 |
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
|
F 25 5⁄5 | ||||||||
| 16233 |
MCP Server for iTerminal SSH Connection Manager - Control SSH servers through C…
|
F 25 5⁄4 | ||||||||
| 16234 |
Integrates GitHub repository management and local file system access to enable …
|
F 25 5⁄5 | ||||||||
| 16235 |
Multi-tool API for AI agents with MCP support: image generation (Flux), web scr…
|
F 25 5⁄5 | ||||||||
| 16236 |
TDolphinDB database integration with schema inspection and query capabilities
|
F 25 5⁄5 | ||||||||
| 16237 |
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
|
F 25 5⁄5 | ||||||||
| 16238 |
Enables AI assistants to interact with Figma files through the ModelContextProt…
|
F 25 5⁄5 | ||||||||
| 16239 |
The MCP server offers the function of extracting images from local files and ur…
|
F 25 5⁄5 | ||||||||
| 16240 |
An MCP server that allows users to dynamically add custom tools/functions at ru…
|
F 25 6⁄4 | ||||||||
| 16241 |
Enables remote control of Lovense toys through Claude using natural language co…
|
F 25 6⁄6 | ||||||||
| 16242 |
Enables asynchronous transcription of long audio and video files using Deepgram…
|
F 25 5⁄5 | ||||||||
| 16243 |
Indexes GraphQL schemas using embeddings to enable semantic search of types and…
|
F 25 5⁄5 | ||||||||
| 16244 |
Track and manage employee time off with quick balance lookups and streamlined a…
|
F 25 6⁄6 | ||||||||
| 16245 |
Integrates Azure DevOps with GitHub Copilot Chat, enabling natural language que…
|
F 25 5⁄4 | ||||||||
| 16246 |
revenuebase-mcp-server
|
F 25 5⁄5 | ||||||||
| 16247 |
Provides comprehensive Gmail integration with LLM processing capabilities, allo…
|
F 25 5⁄5 | ||||||||
| 16248 |
|
F 25 5⁄5 | ||||||||
| 16249 |
A modular external attack surface mapping tool integrating tools for automated …
|
F 25 5⁄4 | ||||||||
| 16250 |
Provides AI assistants with semantic search access to the MAGMA computational a…
|
F 25 5⁄5 | ||||||||