MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15051 |
Search Naver (Korea's #1 search engine) for shopping prices, real-time news, an…
|
F 30 5⁄5 | ||||||||
| 15052 |
A demonstration MCP server built with TypeScript and Bun that implements a clas…
|
F 30 5⁄5 | ||||||||
| 15053 |
Providing real-time cross-chain bridge metrics.
|
F 30 5⁄5 | ||||||||
| 15054 |
A TypeScript-based server that connects MCP Clients to Dify applications, dynam…
|
F 30 5⁄5 | ||||||||
| 15055 |
Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal…
|
F 30 5⁄5 | ||||||||
| 15056 |
Search and retrieve news articles and trending keywords from Google News and Go…
|
F 30 5⁄5 | ||||||||
| 15057 |
A custom Model Context Protocol implementation that integrates Perplexity AI wi…
|
F 30 5⁄5 | ||||||||
| 15058 |
A high-performance MCP server that enables AI assistants to safely interact wit…
|
F 30 5⁄5 | ||||||||
| 15059 |
Enables AI assistants to save and search bookmarks with semantic search using O…
|
F 30 5⁄4 | ||||||||
| 15060 |
MCP server for LightningProx — pay-per-request AI access via Bitcoin Lightning.…
|
F 30 5⁄5 | ||||||||
| 15061 |
supercollider-mcp
|
F 30 5⁄5 | ||||||||
| 15062 |
8 strategic GTM tools: PMF, Launch, Interviews, Retention, Partners, Crisis, Co…
|
F 30 5⁄4 | ||||||||
| 15063 |
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, …
|
F 30 5⁄4 | ||||||||
| 15064 |
Enables semantic search and RAG (Retrieval Augmented Generation) over your Appl…
|
F 30 5⁄4 | ||||||||
| 15065 |
Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / …
|
F 30 5⁄5 | ||||||||
| 15066 |
An ed(1)-inspired MCP server that provides a single-character command protocol …
|
F 30 5⁄4 | ||||||||
| 15067 |
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
|
F 30 6⁄4 | ||||||||
| 15068 |
Enables access to StealthMole's threat intelligence API for searching and monit…
|
F 30 6⁄6 | ||||||||
| 15069 |
A modular MCP server that provides tools for file operations, regex-based code …
|
F 30 5⁄4 | ||||||||
| 15070 |
Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; …
|
F 30 5⁄4 | ||||||||
| 15071 |
A transparent proxy that intercepts high-risk tool calls and requires OTP-based…
|
F 30 5⁄5 | ||||||||
| 15072 |
Once configured, you can use natural language commands like:
"Search for faile…
|
F 30 5⁄5 | ||||||||
| 15073 |
Enables AI agents to interact with Firebase services including Authentication, …
|
F 30 5⁄4 | ||||||||
| 15074 |
A Model Context Protocol implementation that enables LLMs to execute complex, m…
|
F 30 5⁄5 | ||||||||
| 15075 |
Execute PowerShell commands securely with controlled timeouts and input validat…
|
F 30 5⁄4 | ||||||||
| 15076 |
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
|
F 30 5⁄5 | ||||||||
| 15077 |
MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slov…
|
F 30 5⁄5 | ||||||||
| 15078 |
Fetches web page content, converts it to Markdown, and optionally processes it …
|
F 30 5⁄5 | ||||||||
| 15079 |
A FastMCP server that provides natural language interaction with MS SQL databas…
|
F 30 5⁄4 | ||||||||
| 15080 |
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
F 30 5⁄4 | ||||||||
| 15081 |
Enables users to create and interact with hand-drawn Excalidraw diagrams featur…
|
F 30 6⁄6 | ||||||||
| 15082 |
Connects AI assistants to personal lifelog data from Limitless AI, enabling use…
|
F 30 5⁄5 | ||||||||
| 15083 |
A starter project designed to help developers quickly build and deploy Model Co…
|
F 30 5⁄4 | ||||||||
| 15084 |
A narrative graph engine that enables LLMs to generate, track, and mutate compl…
|
F 30 5⁄5 | ||||||||
| 15085 |
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
|
F 30 5⁄5 | ||||||||
| 15086 |
An implementation of the Model Context Protocol that provides AI models with st…
|
F 30 5⁄5 | ||||||||
| 15087 |
An MCP server that enables AI agents to send notifications and request user inp…
|
F 30 5⁄5 | ||||||||
| 15088 |
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
|
F 30 5⁄5 | ||||||||
| 15089 |
A simple Model Context Protocol server that evaluates mathematical expressions …
|
F 30 5⁄5 | ||||||||
| 15090 |
Unreal-Blender MCP is a unified server for controlling both Blender and Unreal …
|
F 30 5⁄5 | ||||||||
| 15091 |
Enables security professionals to query and analyze Active Directory attack pat…
|
F 30 5⁄5 | ||||||||
| 15092 |
Provides advanced iTerm2 terminal automation using Python API integration, enab…
|
F 30 5⁄4 | ||||||||
| 15093 |
Raycast workflow automation MCP server with 9 tools
|
F 30 5⁄4 | ||||||||
| 15094 |
Enables natural language exploration and querying of Google BigQuery datasets t…
|
F 30 6⁄6 | ||||||||
| 15095 |
Enables processing of Excel, Word, and PDF documents through reading, writing, …
|
F 30 5⁄4 | ||||||||
| 15096 |
Greet people, perform quick calculations, and generate images from text prompts…
|
F 30 5⁄4 | ||||||||
| 15097 |
An MCP server for CSV files.
|
F 30 5⁄5 | ||||||||
| 15098 |
An MCP server enabling CFBD API queries within Claude Desktop.
|
F 30 5⁄5 | ||||||||
| 15099 |
An MCP server that enables generating scripts based on specified topics and key…
|
F 30 5⁄4 | ||||||||
| 15100 |
Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, G…
|
F 30 5⁄5 | ||||||||