MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2801 |
Enables AI assistants to search and retrieve biomedical research articles from …
|
B 77 5⁄5 | ||||||||
| 2802 |
An MCP server that enables full CRUD operations for Intercom Help Center articl…
|
B 77 5⁄5 | ||||||||
| 2803 |
Opera Omnia MCP Server
Claim
A server that provides access to the Opera Omnia collection of JSON datasets fo…
|
B 77 5⁄5 | ||||||||
| 2804 |
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
|
B 77 5⁄5 | ||||||||
| 2805 |
Provide all changes of the specified signal name to the model's context. This i…
|
B 77 5⁄4 | ||||||||
| 2806 |
Provides natural language access to Cisco CX Cloud APIs for querying hardware i…
|
B 77 5⁄5 | ||||||||
| 2807 |
mcp using PyPDF2 to:
• merge-pdfs
• extract-pages
• search-pdfs
• merge-pdf…
|
B 77 5⁄4 | ||||||||
| 2808 |
Provides Claude Desktop with direct access to your local file system for develo…
|
B 77 5⁄5 | ||||||||
| 2809 |
Enables AI agents to automate Android mobile device testing through Appium, wit…
|
B 77 5⁄5 | ||||||||
| 2810 |
Access Statistics Canada data via the Web Data Services API
|
B 77 5⁄5 | ||||||||
| 2811 |
Wealth Management MCP
Claim
Provides specialized tools for portfolio health analysis, rebalance simulations…
|
B 77 5⁄5 | ||||||||
| 2812 |
ProbeOps MCP Server
Claim
MCP server for running infrastructure diagnostics from 6 global regions. It pro…
|
B 77 5⁄4 | ||||||||
| 2813 |
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
|
B 77 6⁄6 | ||||||||
| 2814 |
Enables creation and deployment of AI agents through natural language by provid…
|
B 77 5⁄4 | ||||||||
| 2815 |
A security-hardened MCP server that enables AI models to safely interact with O…
|
B 77 5⁄4 | ||||||||
| 2816 |
prompt-pro
Claim
Master AI prompting for business innovation. O'Reilly Live Learning course by T…
|
B 77 5⁄4 | ||||||||
| 2817 |
Enables AI assistants to interact with Seafile cloud storage for managing self-…
|
B 77 5⁄5 | ||||||||
| 2818 |
Enables execution of SQL queries against AWS Athena databases with schema disco…
|
B 77 5⁄5 | ||||||||
| 2819 |
Automate web browsing and data extraction by converting live pages into clean M…
|
B 77 5⁄5 | ||||||||
| 2820 |
Provides access to personal/team knowledge repositories with tools to search, r…
|
B 77 5⁄5 | ||||||||
| 2821 |
mcp-server-docy
|
B 77 5⁄5 | ||||||||
| 2822 |
Allow AI systems to search for places and get business info via Google Maps Pla…
|
B 77 5⁄4 | ||||||||
| 2823 |
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
|
B 77 5⁄5 | ||||||||
| 2824 |
linkedin-mcpserver
Claim
A powerful Model Context Protocol server for LinkedIn API integration
|
B 77 5⁄4 | ||||||||
| 2825 |
Provides clipboard-style operations for AI coding agents to cut, copy, paste, a…
|
B 77 5⁄5 | ||||||||
| 2826 |
Connects agents to Elasticsearch data using the Model Context Protocol, allowin…
|
B 77 5⁄5 | ||||||||
| 2827 |
Automatically analyzes codebases and generates beautiful Mintlify-style documen…
|
B 77 5⁄5 | ||||||||
| 2828 |
Enables checking git repository status and viewing recent commit history throug…
|
B 77 5⁄5 | ||||||||
| 2829 |
A Model Context Protocol (MCP) server that provides access to the Protein Data …
|
B 77 5⁄5 | ||||||||
| 2830 |
Provides offline search and retrieval of Magento 2 GraphQL API documentation wi…
|
B 77 5⁄4 | ||||||||
| 2831 |
Execute SQL queries, browse schemas, and analyze Oracle Database performance th…
|
B 77 5⁄5 | ||||||||
| 2832 |
WikiTree MCP server
Claim
Integrates with the WikiTree API to provide tools for exploring genealogical da…
|
B 77 5⁄4 | ||||||||
| 2833 |
Provides structured sequential thinking capabilities for AI assistants to break…
|
B 77 5⁄5 | ||||||||
| 2834 |
Enables comprehensive local file system operations including searching and read…
|
B 77 5⁄4 | ||||||||
| 2835 |
Enables interaction with esa.io's API through the Model Context Protocol, suppo…
|
B 77 5⁄5 | ||||||||
| 2836 |
An MCP server that performs iterative deep research using Google Gemini 2.5 Fla…
|
B 77 5⁄4 | ||||||||
| 2837 |
Finix MCP Server
Claim
Enables interaction with Finix payment processing services through a simplified…
|
B 77 5⁄5 | ||||||||
| 2838 |
|
B 77 5⁄5 | ||||||||
| 2839 |
Provides reference information for Flux UI components, enabling AI assistants t…
|
B 77 5⁄5 | ||||||||
| 2840 |
rag-code-mcp
Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
|
B 77 5⁄4 | ||||||||
| 2841 |
Enables managing employee records by providing tools to list directories, retri…
|
B 77 5⁄4 | ||||||||
| 2842 |
Provides programmatic access to the FDIC BankFind Suite API, enabling users to …
|
B 77 5⁄5 | ||||||||
| 2843 |
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
|
B 77 5⁄5 | ||||||||
| 2844 |
render-mcp
Claim
Interact with Render (https://render.com) and easily deploy your services
|
B 77 5⁄5 | ||||||||
| 2845 |
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
|
B 77 4⁄4 | ||||||||
| 2846 |
A comprehensive Model Context Protocol (MCP) server that provides access to the…
|
B 77 5⁄5 | ||||||||
| 2847 |
universal-blockchain
Claim
ZetaChain universal blockchain MCP server
|
B 77 5⁄4 | ||||||||
| 2848 |
Provides structured debugging capabilities through LLDB, enabling AI assistants…
|
B 77 5⁄5 | ||||||||
| 2849 |
MCP Weather Notes Server
Claim
Provides real-time weather data from Open-Meteo API and enables creating and re…
|
B 77 5⁄5 | ||||||||
| 2850 |
A local security knowledge base that indexes documentation like CVEs and CWEs u…
|
B 77 5⁄5 | ||||||||