MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11551 |
A Model Context Protocol server that integrates AI assistants with Zoho CRM, en…
|
C 63 5⁄4 | ||||||||
| 11552 |
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
|
C 63 5⁄5 | ||||||||
| 11553 |
Connects AI agents to the Shopee platform for real-time product searches and ca…
|
C 63 5⁄5 | ||||||||
| 11554 |
Bangladeshi legislation via MCP — full-text search across statutes and provisio…
|
C 63 6⁄4 | ||||||||
| 11555 |
An MCP server that provides real-time data and insights from the Hyperliquid pe…
|
C 63 5⁄5 | ||||||||
| 11556 |
Provides AI tutoring capabilities for Romanian police academy entrance exam pre…
|
C 63 6⁄6 | ||||||||
| 11557 |
Provides Model Context Protocol access to the ICON MCP v101 API with support fo…
|
C 63 5⁄5 | ||||||||
| 11558 |
A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, …
|
C 63 5⁄5 | ||||||||
| 11559 |
Middleware that converts a serverless handler with OpenAPI spec into an MCP end…
|
C 63 5⁄4 | ||||||||
| 11560 |
A server that enables AI models to interact with Confluence Data Center through…
|
C 63 5⁄5 | ||||||||
| 11561 |
A Model Context Protocol server that provides unified access to 400+ AI models …
|
C 63 5⁄5 | ||||||||
| 11562 |
An MCP server that provides comprehensive multimodal Retrieval-Augmented Genera…
|
C 63 5⁄4 | ||||||||
| 11563 |
Enables mathematical calculations through basic arithmetic operations including…
|
C 63 5⁄4 | ||||||||
| 11564 |
Enables AI systems to remember interactions, understand document context throug…
|
C 63 5⁄5 | ||||||||
| 11565 |
Provides access to Gmail functionalities including listing unread emails, searc…
|
C 63 5⁄5 | ||||||||
| 11566 |
DNS MCP — DNS and network lookup tools
|
C 63 5⁄5 | ||||||||
| 11567 |
mcp-weather
Claim
get weather
|
C 63 5⁄4 | ||||||||
| 11568 |
A deployable MCP server on Cloudflare Workers that provides tools without requi…
|
C 63 5⁄5 | ||||||||
| 11569 |
A Node.js-based MCP server that enables AI agents to generate embeddings, index…
|
C 63 5⁄5 | ||||||||
| 11570 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads through secure OAuth authentication to disc…
|
C 63 6⁄6 | ||||||||
| 11571 |
Enables AI agents to create and manage Kibana dashboards, Lens visualizations, …
|
C 63 6⁄6 | ||||||||
| 11572 |
Enables querying a hybrid system that combines Neo4j graph database and Qdrant …
|
C 63 5⁄5 | ||||||||
| 11573 |
Enables Claude and other MCP clients to access and process arXiv papers by fetc…
|
C 63 5⁄5 | ||||||||
| 11574 |
Customized MCP Server
Claim
A server that integrates the MCP library with OpenAI's API, allowing users to i…
|
C 63 5⁄4 | ||||||||
| 11575 |
An MCP server for managing RingCentral's Feature Flag Service (FFS) that enable…
|
C 63 5⁄5 | ||||||||
| 11576 |
banrepco
Claim
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 63 5⁄5 | ||||||||
| 11577 |
NexusBridge MCP Server
Claim
Provides AI agents access to over 200 AI models and 10 service categories via a…
|
C 63 5⁄5 | ||||||||
| 11578 |
A comprehensive toolkit that enhances LLM capabilities through the Model Contex…
|
C 63 6⁄6 | ||||||||
| 11579 |
iCloud Calendar MCP
Claim
Enables users to view and create events in their iCloud Calendar using natural …
|
C 63 5⁄5 | ||||||||
| 11580 |
Enables interaction with Reddit through the Reddit API, allowing users to searc…
|
C 63 5⁄5 | ||||||||
| 11581 |
An MCP server that enables LLMs to access the NijiVoice API for text-to-speech …
|
C 63 5⁄5 | ||||||||
| 11582 |
FastAPI MCP-Style Server
Claim
A minimal FastAPI implementation that mimics Model Context Protocol functionali…
|
C 63 5⁄5 | ||||||||
| 11583 |
An AI-powered server that analyzes system log files to identify errors/warnings…
|
C 63 5⁄5 | ||||||||
| 11584 |
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…
|
C 63 5⁄5 | ||||||||
| 11585 |
MISP-MCP-SERVER
|
C 63 5⁄5 | ||||||||
| 11586 |
Enables AI-powered analysis of sales call transcripts through natural language …
|
C 63 5⁄4 | ||||||||
| 11587 |
A sample implementation of Model Context Protocol server demonstrating core fun…
|
C 63 5⁄4 | ||||||||
| 11588 |
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
|
C 63 5⁄5 | ||||||||
| 11589 |
An MCP server that allows AI assistants to order Domino's Pizza through an unof…
|
C 63 5⁄5 | ||||||||
| 11590 |
Enables safe Python code execution in isolated Docker containers through the Ag…
|
C 63 5⁄5 | ||||||||
| 11591 |
A template for deploying remote MCP servers to Cloudflare Workers without authe…
|
C 63 5⁄5 | ||||||||
| 11592 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 63 5⁄5 | ||||||||
| 11593 |
A modern AI service proxy that enables interaction with multiple AI providers (…
|
C 63 5⁄5 | ||||||||
| 11594 |
A comprehensive MCP server for managing AI-assisted Dungeons & Dragons campaign…
|
C 63 6⁄6 | ||||||||
| 11595 |
A template for deploying MCP servers to Cloudflare Workers without authenticati…
|
C 63 5⁄5 | ||||||||
| 11596 |
A template for deploying authentication-free MCP servers on Cloudflare Workers …
|
C 63 5⁄5 | ||||||||
| 11597 |
Enables web search capabilities through the Tavily API via the Model Context Pr…
|
C 63 5⁄5 | ||||||||
| 11598 |
A Model Context Protocol server that provides tools to publish messages to ROS …
|
C 63 5⁄5 | ||||||||
| 11599 |
Enables Google search functionality through the Google Custom Search API with e…
|
C 63 5⁄5 | ||||||||
| 11600 |
WineDbg MCP Server
Claim
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
|
C 63 5⁄4 | ||||||||