MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 5 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2901 |
Official TypeScript library for the Telnyx API
|
B 77 5⁄4 | ||||||||
| 2902 |
Excel MCP Server
Claim
Enables AI assistants to perform Excel file operations (create, read, write, fo…
|
B 77 5⁄4 | ||||||||
| 2903 |
Enables access to Reddit data including posts, comments, user profiles, and sub…
|
B 77 5⁄5 | ||||||||
| 2904 |
Enables secure access to Xplainable AI platform capabilities for managing machi…
|
B 77 5⁄5 | ||||||||
| 2905 |
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
|
B 77 5⁄4 | ||||||||
| 2906 |
Hive Mind MCP Server
Claim
Automatically generates and maintains living documentation for codebases by cre…
|
B 77 5⁄4 | ||||||||
| 2907 |
Enables interaction with IEEE 2030.5 (SEP 2.0) Smart Energy Profile servers for…
|
B 77 5⁄5 | ||||||||
| 2908 |
Enables converting Markdown text into high-quality 3:4 ratio JPG images using m…
|
B 77 5⁄4 | ||||||||
| 2909 |
Fast domain availability checker. DNS + RDAP/WHOIS verification.
|
B 77 5⁄4 | ||||||||
| 2910 |
Enables multi-agent orchestration and coordination using specialized, persisten…
|
B 77 5⁄4 | ||||||||
| 2911 |
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
|
B 77 4⁄4 | ||||||||
| 2912 |
MCP server for context-aware royalty-free image search from Pexels and Unsplash
|
B 77 5⁄5 | ||||||||
| 2913 |
ai-distiller-mcp
Claim
Extracts essential code structure from large codebases into AI-digestible forma…
|
B 77 5⁄4 | ||||||||
| 2914 |
Provides structured web search capabilities optimized for technical and softwar…
|
B 77 5⁄5 | ||||||||
| 2915 |
Enables AI-powered code editing with preview and validation capabilities throug…
|
B 77 5⁄5 | ||||||||
| 2916 |
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
|
B 77 5⁄5 | ||||||||
| 2917 |
Provides intelligent command completion, validation, and contextual help for th…
|
B 77 5⁄5 | ||||||||
| 2918 |
archmcp
Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
|
B 77 5⁄4 | ||||||||
| 2919 |
Neuro-symbolic memory for LLMs (POC)
|
B 77 5⁄4 | ||||||||
| 2920 |
YouTube MCP
Claim
Enables searching for songs on YouTube and automatically playing them in a web …
|
B 77 5⁄5 | ||||||||
| 2921 |
MCP to explore websites with llms.txt files
|
B 77 5⁄4 | ||||||||
| 2922 |
Enables users to convert structured data into Token-Oriented Object Notation (T…
|
B 77 5⁄5 | ||||||||
| 2923 |
Provides Discord integration capabilities to MCP clients like Claude Desktop.
|
B 77 5⁄5 | ||||||||
| 2924 |
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
|
B 77 5⁄4 | ||||||||
| 2925 |
An MCP server that provides comprehensive market intelligence by analyzing data…
|
B 77 5⁄5 | ||||||||
| 2926 |
Slack MCP Server
Claim
Enables AI assistants to interact with Slack workspaces through secure OAuth 2.…
|
B 77 5⁄5 | ||||||||
| 2927 |
This TypeScript-based MCP server allows users to manage a simple notes system t…
|
B 77 5⁄4 | ||||||||
| 2928 |
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
|
B 77 5⁄4 | ||||||||
| 2929 |
Connects Claude to Canvas LMS, enabling students to query their coursework, ass…
|
B 77 5⁄4 | ||||||||
| 2930 |
The Modes MCP Server allows for comprehensive management and control over custo…
|
B 77 5⁄4 | ||||||||
| 2931 |
Accurate astronomical catalog data and observing session planner. 13,000+ deep-…
|
B 77 5⁄4 | ||||||||
| 2932 |
Enables document and image parsing to extract text, tables, and formulas from P…
|
B 77 5⁄4 | ||||||||
| 2933 |
Multi-tier fallback chain for fetching web content as clean markdown. Handles t…
|
B 77 5⁄5 | ||||||||
| 2934 |
Enables AI assistants to analyze Blender 3D models for topology issues like n-g…
|
B 77 5⁄4 | ||||||||
| 2935 |
Multi-Memory MCP Server
Claim
A knowledge graph memory server using SQLite to provide persistent, isolated co…
|
B 77 5⁄5 | ||||||||
| 2936 |
|
B 77 5⁄4 | ||||||||
| 2937 |
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
|
B 77 5⁄5 | ||||||||
| 2938 |
Automatically analyzes codebases and generates beautiful Mintlify-style documen…
|
B 77 5⁄5 | ||||||||
| 2939 |
Enables connecting to and querying multiple database types (PostgreSQL, MySQL, …
|
B 77 5⁄5 | ||||||||
| 2940 |
Enables AI agents to create, validate, and manage buildingSMART IDS (Informatio…
|
B 77 5⁄4 | ||||||||
| 2941 |
MCP server for building PocketBase apps really quickly - Need a front end quick…
|
B 77 5⁄4 | ||||||||
| 2942 |
Scout your MongoDB databases with AI - safety features, live monitoring, and da…
|
B 77 5⁄4 | ||||||||
| 2943 |
Enables interaction with Frappe Framework sites through comprehensive document …
|
B 77 5⁄5 | ||||||||
| 2944 |
Provides basic mathematical calculation functionality through MCP tools includi…
|
B 77 5⁄4 | ||||||||
| 2945 |
Enables Excel file manipulation through Microsoft's official COM automation int…
|
B 77 5⁄5 | ||||||||
| 2946 |
Enables AI assistants to search YouTube for videos, channels, and playlists whi…
|
B 77 5⁄5 | ||||||||
| 2947 |
Enables seamless email management through natural language conversations with C…
|
B 77 5⁄4 | ||||||||
| 2948 |
Enables AI assistants like Claude to interact with Lychee Redmine project manag…
|
B 77 5⁄5 | ||||||||
| 2949 |
Enables seamless SSH operations including secure connections, file transfers, i…
|
B 77 5⁄5 | ||||||||
| 2950 |
Enables interaction with Bring! shopping lists through natural language, allowi…
|
B 77 5⁄5 | ||||||||