MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23751 |
A Python MCP server that retrieves requirements and bug data from TAPD platform…
|
C 57 4⁄4 | ||||||||
| 23752 |
synapse-audit
Claim
AI-Powered Security Scanner for LLMs. Detects vulnerabilities and syncs with Sy…
|
C 57 4⁄3 | ||||||||
| 23753 |
Enables generation of various chart types (bar, line, pie, scatter, radar, heat…
|
C 57 4⁄4 | ||||||||
| 23754 |
Enables AI agents to extract YouTube video metadata and generate high-quality m…
|
C 57 4⁄3 | ||||||||
| 23755 |
An auto-generated MCP server that enables interaction with the OpenAI API, allo…
|
C 57 4⁄4 | ||||||||
| 23756 |
A MCP server that provides AI-powered image generation capabilities through Goo…
|
C 57 4⁄3 | ||||||||
| 23757 |
Extracts structured key-value pairs from arbitrary, noisy, or unstructured text…
|
C 57 4⁄4 | ||||||||
| 23758 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 57 4⁄3 | ||||||||
| 23759 |
Provides AI-powered image generation through Google's Gemini models (Flash and …
|
C 57 4⁄4 | ||||||||
| 23760 |
awesome-mcp-security
Claim
🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️
|
C 57 3⁄3 | ||||||||
| 23761 |
Manage your Hostex vacation rentals—properties, reservations, availability, lis…
|
C 57 5⁄5 | ||||||||
| 23762 |
Enables AI agents to interact with Milvus vector databases and Zilliz Cloud thr…
|
C 57 4⁄4 | ||||||||
| 23763 |
TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API.
|
C 57 4⁄3 | ||||||||
| 23764 |
Solr MCP
Claim
A Python server that enables AI assistants to perform hybrid search queries aga…
|
C 57 4⁄4 | ||||||||
| 23765 |
Enables control of Open Brush 3D painting software through natural language com…
|
C 57 4⁄3 | ||||||||
| 23766 |
Enables sending emails through the Resend service API. Provides a simple email …
|
C 57 4⁄4 | ||||||||
| 23767 |
Provides real-time news feeds from major Singapore news sources including The S…
|
C 57 4⁄4 | ||||||||
| 23768 |
File System MCP Server
Claim
Automates file system operations through natural language commands using a comb…
|
C 57 4⁄3 | ||||||||
| 23769 |
Manage clients, contacts, proposals, estimates, and projects in Joe API. Create…
|
C 57 4⁄3 | ||||||||
| 23770 |
vibe
Claim
🎨 Vibe Design System - Official monday.com UI resources for application develop…
|
C 57 4⁄3 | ||||||||
| 23771 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 57 4⁄4 | ||||||||
| 23772 |
This MCP server exposes approved GraphQL operations from an Apollo GraphQL API …
|
C 57 3⁄3 | ||||||||
| 23773 |
News MCP Server
Claim
Aggregates news from 7 APIs and unlimited RSS feeds with AI-powered bias remova…
|
C 57 3⁄3 | ||||||||
| 23774 |
Memgraph MCP Server - includes a tool to run a query against Memgraph and a sch…
|
C 57 4⁄3 | ||||||||
| 23775 |
A modern Model Control Plane (MCP) project that provides a lightweight, extensi…
|
C 57 4⁄4 | ||||||||
| 23776 |
Provides a note storage system with a custom URI scheme and includes tools for …
|
C 57 4⁄3 | ||||||||
| 23777 |
A MCP server for the Discord integration. Enable your AI assistants to seamless…
|
C 57 3⁄3 | ||||||||
| 23778 |
An MCP server for analyzing Robot Framework test results. It provides LLMs with…
|
C 57 3⁄3 | ||||||||
| 23779 |
MCP Monitor
Claim
An observability tool for agentic AI pipelines that intercepts MCP and Python t…
|
C 57 4⁄4 | ||||||||
| 23780 |
Enables access to LinkedIn data through the Li Data Scraper API, supporting pro…
|
C 57 4⁄4 | ||||||||
| 23781 |
mcp-guard
Claim
Comprehensive security scanner for Model Context Protocol (MCP) servers
|
C 57 4⁄3 | ||||||||
| 23782 |
sanity-mcp-server
Claim
Deprecated: Use the remote MCP server at https://mcp.sanity.io instead.
|
C 57 3⁄3 | ||||||||
| 23783 |
Zhihu MCP Server
Claim
A simple HTTP API server that allows users to publish articles, create answers,…
|
C 57 4⁄3 | ||||||||
| 23784 |
Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID.
|
C 57 3⁄3 | ||||||||
| 23785 |
|
C 57 3⁄3 | ||||||||
| 23786 |
Memory Bank MCP Server
Claim
A server for managing project documentation and context across Claude AI sessio…
|
C 57 4⁄4 | ||||||||
| 23787 |
Creates professional PowerPoint presentations from Markdown or JSON with intell…
|
C 57 4⁄4 | ||||||||
| 23788 |
Claudeus WordPress MCP Server
|
C 57 4⁄4 | ||||||||
| 23789 |
Enables interaction with e-commerce storefronts through a standardized API. Pro…
|
C 57 4⁄4 | ||||||||
| 23790 |
eShopLite
Claim
eShopLite is a set of reference .NET applications implementing an eCommerce sit…
|
C 57 4⁄3 | ||||||||
| 23791 |
Enables interaction with multiple Google services including Maps, Finance, Flig…
|
C 57 4⁄4 | ||||||||
| 23792 |
Enables maintaining consistent project documentation and progress logs across d…
|
C 57 4⁄3 | ||||||||
| 23793 |
Enables integration with PayPal APIs for managing invoices, payments, disputes,…
|
C 57 4⁄3 | ||||||||
| 23794 |
Provides advanced OCR capabilities with multiple state-of-the-art backends (Dee…
|
C 57 4⁄4 | ||||||||
| 23795 |
Fledge MCP Server
Claim
Connects Fledge functionality to Cursor AI, allowing interaction with Fledge in…
|
C 57 4⁄4 | ||||||||
| 23796 |
An MCP server that exposes Firefox browser automation capabilities through the …
|
C 57 3⁄3 | ||||||||
| 23797 |
Control HarmonyOS-next devices with AI through MCP. Support device control and …
|
C 57 4⁄3 | ||||||||
| 23798 |
Provides real-time system metrics and information through a Model Context Proto…
|
C 57 4⁄4 | ||||||||
| 23799 |
An MCP server for integrating AI models with client applications, allowing for …
|
C 57 4⁄4 | ||||||||
| 23800 |
Enables interaction with the ChartMogul API to manage subscription data, custom…
|
C 57 4⁄4 | ||||||||