MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3101 |
A server that provides access to MDict dictionaries through the Model Context P…
|
B 77 5⁄4 | ||||||||
| 3102 |
mcp using PyPDF2 to:
• merge-pdfs
• extract-pages
• search-pdfs
• merge-pdf…
|
B 77 5⁄4 | ||||||||
| 3103 |
A local-first security system for autonomous AI agents that provides tools for …
|
B 77 5⁄4 | ||||||||
| 3104 |
Provides a coherent memory layer for LLM agents that models beliefs as nodes in…
|
B 77 5⁄4 | ||||||||
| 3105 |
Enables creating interactive data visualizations from natural language queries …
|
B 77 5⁄5 | ||||||||
| 3106 |
Search and discover AI agents, skills, prompts, bundles and MCP connectors from…
|
B 77 5⁄5 | ||||||||
| 3107 |
Enables integration with Dooray project management platform, allowing users to …
|
B 77 5⁄5 | ||||||||
| 3108 |
Provides a standardized way to interact with MinIO object storage, allowing acc…
|
B 77 5⁄5 | ||||||||
| 3109 |
mcp-4o-Image-Generator
|
B 77 5⁄5 | ||||||||
| 3110 |
This MCP provides comprehensive tools and resources for MSX software developmen…
|
B 77 5⁄5 | ||||||||
| 3111 |
Enables interaction with SQLite, MySQL, PostgreSQL, and SQL Server databases th…
|
B 77 5⁄5 | ||||||||
| 3112 |
Enables AI assistants to read, search, compose, and send emails by connecting t…
|
B 77 5⁄5 | ||||||||
| 3113 |
A foundational MCP server scaffold that provides pre-configured tools, resource…
|
B 77 5⁄5 | ||||||||
| 3114 |
Provides access to personal/team knowledge repositories with tools to search, r…
|
B 77 5⁄5 | ||||||||
| 3115 |
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
|
B 77 5⁄5 | ||||||||
| 3116 |
Provide all changes of the specified signal name to the model's context. This i…
|
B 77 5⁄4 | ||||||||
| 3117 |
Aggregates multiple third-party APIs into unified MCP tools, providing out-of-t…
|
B 77 5⁄5 | ||||||||
| 3118 |
A bridge that integrates Ollama's local LLM capabilities into MCP-powered appli…
|
B 77 5⁄4 | ||||||||
| 3119 |
An MCP server that provides web search and URL fetching capabilities by delegat…
|
B 77 5⁄5 | ||||||||
| 3120 |
Enables AI agents to perform financial transactions such as direct payments, es…
|
B 77 5⁄5 | ||||||||
| 3121 |
Audiense Insights MCP Server is a server based on the Model Context Protocol (M…
|
B 77 5⁄5 | ||||||||
| 3122 |
test-1
|
B 77 5⁄5 | ||||||||
| 3123 |
🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terra…
|
B 77 5⁄4 | ||||||||
| 3124 |
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
|
B 77 5⁄4 | ||||||||
| 3125 |
SQLite MCP Server
Claim
Provides comprehensive SQLite database interaction for AI agents, including dat…
|
B 77 5⁄5 | ||||||||
| 3126 |
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
|
B 77 5⁄4 | ||||||||
| 3127 |
An intelligent server that connects applications to Groq's AI models, enabling …
|
B 77 5⁄4 | ||||||||
| 3128 |
Provides privacy-focused web search capabilities with zero-data-retention for M…
|
B 77 5⁄5 | ||||||||
| 3129 |
Execute SQL queries, browse schemas, and analyze Oracle Database performance th…
|
B 77 5⁄5 | ||||||||
| 3130 |
This TypeScript-based MCP server allows users to manage a simple notes system t…
|
B 77 5⁄4 | ||||||||
| 3131 |
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
|
B 77 5⁄4 | ||||||||
| 3132 |
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time sess…
|
B 77 5⁄4 | ||||||||
| 3133 |
astro-mcp
Claim
MCP server to support Astro project development
|
B 77 5⁄4 | ||||||||
| 3134 |
A TypeScript-based MCP server utilizing the UseScraper API to provide web scrap…
|
B 77 5⁄5 | ||||||||
| 3135 |
A Model Context Protocol server that enables interaction with Infisical APIs fo…
|
B 77 5⁄5 | ||||||||
| 3136 |
Enables users to interact with Wingstop by finding nearby locations, browsing t…
|
B 77 5⁄4 | ||||||||
| 3137 |
Converts YouTube and Bilibili videos into structured knowledge articles using l…
|
B 77 5⁄4 | ||||||||
| 3138 |
MCP server for context-aware royalty-free image search from Pexels and Unsplash
|
B 77 5⁄5 | ||||||||
| 3139 |
MaverickMCP - Personal Stock Analysis MCP Server
|
B 77 5⁄5 | ||||||||
| 3140 |
MCP Tool Server for Logo Generation.
This server provides logo generation capab…
|
B 77 5⁄4 | ||||||||
| 3141 |
The server provides secure OTP (One-Time Password) generation. Supports TOTP (T…
|
B 77 5⁄5 | ||||||||
| 3142 |
ARRL Logbook of The World MCP server. QSO query, QSL status, DXCC credit tracki…
|
B 77 5⁄5 | ||||||||
| 3143 |
Provide standardized access to comprehensive cryptocurrency market data, exchan…
|
B 77 5⁄5 | ||||||||
| 3144 |
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
|
B 77 5⁄5 | ||||||||
| 3145 |
DuckDB database integration with schema inspection and query capabilities
|
B 77 5⁄4 | ||||||||
| 3146 |
Enables AI assistants to interact with OpenProject installations for comprehens…
|
B 77 5⁄5 | ||||||||
| 3147 |
A simple Model Context Protocol calculator server
|
B 77 5⁄4 | ||||||||
| 3148 |
Captain Data MCP API
Claim
A middleware API that connects AI assistants like ChatGPT to Captain Data tools…
|
B 77 5⁄5 | ||||||||
| 3149 |
📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provid…
|
B 77 5⁄4 | ||||||||
| 3150 |
A temporal knowledge graph system that enables users to record and query archit…
|
B 77 5⁄5 | ||||||||