MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14901 |
Retrieves blog articles from an external API with metadata including titles, au…
|
F 30 5⁄5 | ||||||||
| 14902 |
Enables AI assistants to analyze B2C Gold IRA sales call transcripts through 6 …
|
F 30 5⁄5 | ||||||||
| 14903 |
A professional tool for automatically generating enterprise-standard tracking c…
|
F 30 5⁄4 | ||||||||
| 14904 |
Enables AI assistants like Claude to run backtests, fetch market data, list str…
|
F 30 5⁄4 | ||||||||
| 14905 |
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.m…
|
F 30 5⁄4 | ||||||||
| 14906 |
Provides access to over 600 AI models on fal.ai for generating and editing imag…
|
F 30 5⁄4 | ||||||||
| 14907 |
A bridge between iOS simulators and the Model Context Protocol, enabling progra…
|
F 30 5⁄4 | ||||||||
| 14908 |
An MCP server that automatically generates documentation, test plans, and code …
|
F 30 5⁄5 | ||||||||
| 14909 |
Enables integration with Cortex Context services through the Model Context Prot…
|
F 30 5⁄5 | ||||||||
| 14910 |
A Model Context Protocol server that connects to Coreflux MQTT brokers, enablin…
|
F 30 5⁄5 | ||||||||
| 14911 |
A lightweight MCP server that connects AI assistants to Kintone applications fo…
|
F 30 5⁄5 | ||||||||
| 14912 |
🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT,…
|
F 30 5⁄5 | ||||||||
| 14913 |
Provides a suite of deterministic math tools powered by SymPy to handle algebra…
|
F 30 5⁄4 | ||||||||
| 14914 |
Enables Claude Desktop to interact with Google's Gemini API, allowing users to …
|
F 30 5⁄5 | ||||||||
| 14915 |
Stores metadata for MCP servers and provides smart search capabilities, allowin…
|
F 30 5⁄5 | ||||||||
| 14916 |
A Model Context Protocol server that enables AI clients to interact with virtua…
|
F 30 5⁄5 | ||||||||
| 14917 |
Serves prompt templates through a standardized protocol for transforming basic …
|
F 30 5⁄5 | ||||||||
| 14918 |
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
|
F 30 5⁄4 | ||||||||
| 14919 |
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
|
F 30 5⁄5 | ||||||||
| 14920 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 14921 |
Enables fact-checking of news headlines using Google Gemini AI and web search v…
|
F 30 5⁄5 | ||||||||
| 14922 |
Facilitates direct speech generation using Claude for multiple languages and em…
|
F 30 5⁄5 | ||||||||
| 14923 |
Open Models MCP for Blender Using Ollama
|
F 30 5⁄4 | ||||||||
| 14924 |
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
F 30 5⁄5 | ||||||||
| 14925 |
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
|
F 30 5⁄4 | ||||||||
| 14926 |
A global framework for creating reusable command shortcuts and slash commands t…
|
F 30 5⁄4 | ||||||||
| 14927 |
Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…
|
F 30 5⁄5 | ||||||||
| 14928 |
An MCP server that provides semantic search capabilities by integrating with an…
|
F 30 5⁄5 | ||||||||
| 14929 |
Enables advanced web search across multiple search engines (Brave, DuckDuckGo, …
|
F 30 5⁄5 | ||||||||
| 14930 |
Facilitates interaction with AWS Bedrock-enabled tools by implementing Anthropi…
|
F 30 5⁄5 | ||||||||
| 14931 |
Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system …
|
F 30 5⁄4 | ||||||||
| 14932 |
Enables AI-powered image and video generation through the TensorsLab API using …
|
F 30 5⁄5 | ||||||||
| 14933 |
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
|
F 30 5⁄5 | ||||||||
| 14934 |
An MCP server for generic Database Management System (DBMS) Connectivity via SQ…
|
F 30 5⁄4 | ||||||||
| 14935 |
Generates CanvasXpress data visualization JSON configurations from natural lang…
|
F 30 5⁄5 | ||||||||
| 14936 |
A proxy MCP server that manages multiple upstream MCP servers by grouping them …
|
F 30 5⁄4 | ||||||||
| 14937 |
[MCP Server] The Security Agent for AI assisted coding
|
F 30 5⁄4 | ||||||||
| 14938 |
A comprehensive server that enables AI applications to interact with Microsoft …
|
F 30 5⁄5 | ||||||||
| 14939 |
Enables Claude to perform hybrid search across local documents by combining sem…
|
F 30 5⁄5 | ||||||||
| 14940 |
Automatically enhances user prompts by applying expert-level prompt engineering…
|
F 30 5⁄4 | ||||||||
| 14941 |
Execute terminal commands locally or remotely via SSH with session persistence …
|
F 30 5⁄4 | ||||||||
| 14942 |
Provides AI-driven PostgreSQL database management with secure OAuth 2.1 authent…
|
F 30 5⁄5 | ||||||||
| 14943 |
An AI-powered job recommender built on the Model Context Protocol that provides…
|
F 30 5⁄5 | ||||||||
| 14944 |
A powerful Model Context Protocol (MCP) server that provides an access to serve…
|
F 30 5⁄4 | ||||||||
| 14945 |
Provides AI assistants with live access to a Gerbil Scheme environment to evalu…
|
F 30 5⁄4 | ||||||||
| 14946 |
A lightweight Python-based server designed to run, manage and create CrewAI wor…
|
F 30 5⁄4 | ||||||||
| 14947 |
A server that connects Claude to your documentation via Inkeep's API, enabling …
|
F 30 5⁄5 | ||||||||
| 14948 |
A Mermaid diagram rendering MCP server for Claude Code with live reload functio…
|
F 30 5⁄4 | ||||||||
| 14949 |
Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, G…
|
F 30 5⁄5 | ||||||||
| 14950 |
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
|
F 30 5⁄5 | ||||||||