MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 4 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2651 |
OpenAPI MCP Server
Claim
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
|
B 77 5⁄5 | ||||||||
| 2652 |
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
|
B 77 5⁄5 | ||||||||
| 2653 |
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
|
B 77 5⁄5 | ||||||||
| 2654 |
AI agent security scanner. Audits MCP servers for vulnerabilities, detects prom…
|
B 77 5⁄5 | ||||||||
| 2655 |
MCP server for persistent context management in AI coding assistants
|
B 77 5⁄4 | ||||||||
| 2656 |
|
B 77 5⁄4 | ||||||||
| 2657 |
Enables AI assistants to interact with Metabase analytics platform, allowing us…
|
B 77 5⁄4 | ||||||||
| 2658 |
An MCP server that provides comprehensive market intelligence by analyzing data…
|
B 77 5⁄5 | ||||||||
| 2659 |
Provides an interface to Claude's contemplation loop, enabling continuous backg…
|
B 77 5⁄4 | ||||||||
| 2660 |
Clojars MCP Server for upto date dependency information of Clojure libraries
|
B 77 5⁄5 | ||||||||
| 2661 |
mcp-server-docy
|
B 77 5⁄5 | ||||||||
| 2662 |
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
|
B 77 5⁄4 | ||||||||
| 2663 |
A server that provides access to Baidu Cloud Vector Database functionality thro…
|
B 77 5⁄5 | ||||||||
| 2664 |
Enables management of domains and DNS records through the Name.com REST API. Us…
|
B 77 5⁄5 | ||||||||
| 2665 |
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
|
B 77 5⁄5 | ||||||||
| 2666 |
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
|
B 77 5⁄5 | ||||||||
| 2667 |
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, …
|
B 77 5⁄5 | ||||||||
| 2668 |
A comprehensive MCP server that enables AI assistants to search, download, and …
|
B 77 5⁄4 | ||||||||
| 2669 |
Provides intelligent design pattern recommendations using semantic search throu…
|
B 77 5⁄4 | ||||||||
| 2670 |
Enables AI assistants to control Apple Music on macOS through AppleScript, prov…
|
B 77 5⁄5 | ||||||||
| 2671 |
Enables secure secrets management through the Doppler CLI via natural language …
|
B 77 5⁄5 | ||||||||
| 2672 |
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
|
B 77 5⁄5 | ||||||||
| 2673 |
DuckDB database integration with schema inspection and query capabilities
|
B 77 5⁄4 | ||||||||
| 2674 |
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
|
B 77 5⁄4 | ||||||||
| 2675 |
Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-qu…
|
B 77 5⁄4 | ||||||||
| 2676 |
Enables AI agents to clone entire websites, download files, manage authenticati…
|
B 77 5⁄5 | ||||||||
| 2677 |
Facilitate dynamic and reflective problem-solving through a structured thinking…
|
B 77 5⁄4 | ||||||||
| 2678 |
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …
|
B 77 5⁄5 | ||||||||
| 2679 |
1:1 wrapping of abap-adt-api into a MCP server.
|
B 77 5⁄4 | ||||||||
| 2680 |
Enables comprehensive academic research through the Semantic Scholar API, inclu…
|
B 77 5⁄5 | ||||||||
| 2681 |
SmartKasa MCP Server
Claim
Enables AI assistants to interact with SmartKasa Ukrainian POS system through n…
|
B 77 5⁄5 | ||||||||
| 2682 |
Enables AI agents to securely access and manage Commvault environments, includi…
|
B 77 5⁄5 | ||||||||
| 2683 |
Multi-tier fallback chain for fetching web content as clean markdown. Handles t…
|
B 77 5⁄5 | ||||||||
| 2684 |
Enables web search via Serper API with advanced search operators and webpage sc…
|
B 77 5⁄5 | ||||||||
| 2685 |
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
|
B 77 5⁄5 | ||||||||
| 2686 |
Node.js server implementing Model Context Protocol for secure read-only filesys…
|
B 77 5⁄4 | ||||||||
| 2687 |
Enables AI models to fetch text content from URLs, extract links from web pages…
|
B 77 5⁄5 | ||||||||
| 2688 |
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
|
B 77 5⁄4 | ||||||||
| 2689 |
Fast domain availability checker. DNS + RDAP/WHOIS verification.
|
B 77 5⁄4 | ||||||||
| 2690 |
Provides intelligent command completion, validation, and contextual help for th…
|
B 77 5⁄5 | ||||||||
| 2691 |
Enables secure access to Xplainable AI platform capabilities for managing machi…
|
B 77 5⁄5 | ||||||||
| 2692 |
Enables multi-agent orchestration and coordination using specialized, persisten…
|
B 77 5⁄4 | ||||||||
| 2693 |
Excel MCP Server
Claim
Enables AI assistants to perform Excel file operations (create, read, write, fo…
|
B 77 5⁄4 | ||||||||
| 2694 |
Provides structured web search capabilities optimized for technical and softwar…
|
B 77 5⁄5 | ||||||||
| 2695 |
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
|
B 77 4⁄4 | ||||||||
| 2696 |
Enables access to Reddit data including posts, comments, user profiles, and sub…
|
B 77 5⁄5 | ||||||||
| 2697 |
MCP server for context-aware royalty-free image search from Pexels and Unsplash
|
B 77 5⁄5 | ||||||||
| 2698 |
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
|
B 77 5⁄5 | ||||||||
| 2699 |
Enables seamless email management through natural language conversations with C…
|
B 77 5⁄4 | ||||||||
| 2700 |
mcp-rss
Claim
MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds
|
B 77 5⁄4 | ||||||||