MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20751 |
Provides 18 tools for MacCMS spider development, including website analysis, so…
|
B 73 3⁄3 | ||||||||
| 20752 |
Model Context Protocol server for Swell e-commerce platform integration with AI…
|
B 73 4⁄4 | ||||||||
| 20753 |
Provides AI assistants with comprehensive access to n8n workflow automation pla…
|
B 73 4⁄4 | ||||||||
| 20754 |
MCP server for any Python command line application
|
B 73 4⁄3 | ||||||||
| 20755 |
Cloudflare MCP Server — 84 tools for DNS, Tunnels, WAF, Zero Trust, R2, KV & Wo…
|
B 73 4⁄3 | ||||||||
| 20756 |
Enables AI models like Claude to manage WordPress sites through the WordPress R…
|
B 73 4⁄4 | ||||||||
| 20757 |
MCP server for DeLonghi ECAM espresso coffee machines via local network
|
B 73 3⁄3 | ||||||||
| 20758 |
A Model Context Protocol server for the Colombo Stock Exchange that enables use…
|
B 73 3⁄3 | ||||||||
| 20759 |
MCP server providing cognitive memory tools (remember, recall, think, etc.) for…
|
B 73 3⁄3 | ||||||||
| 20760 |
MCP server for deterministic document infrastructure, enabling canonical normal…
|
B 73 4⁄3 | ||||||||
| 20761 |
AutoWP MCP (Model Context Protocol) server connects Claude to WordPress site an…
|
B 73 4⁄4 | ||||||||
| 20762 |
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research A…
|
B 73 3⁄3 | ||||||||
| 20763 |
A middleware to provide an openAI compatible endpoint that can call MCP tools
|
B 73 4⁄3 | ||||||||
| 20764 |
Model Context Protocol Server for European Parliament Open Data
Providing AI as…
|
B 73 4⁄3 | ||||||||
| 20765 |
Enable AI assistants to interact with Meilisearch through a standardized interf…
|
B 73 4⁄3 | ||||||||
| 20766 |
Enables AI agents like Claude and Cursor to directly query Google's NotebookLM …
|
B 73 4⁄3 | ||||||||
| 20767 |
Gives AI agents real phone numbers to receive SMS and extract verification code…
|
B 73 3⁄3 | ||||||||
| 20768 |
CONTAM MCP
Claim
A Windows-based MCP server that exposes NIST's CONTAM simulation tools and Cont…
|
B 73 3⁄3 | ||||||||
| 20769 |
MCP server for Webmin with 61 tools for Linux system administration: services, …
|
B 73 4⁄4 | ||||||||
| 20770 |
dvmcp
Claim
DVMCP is a bridge implementation that connects Model Context Protocol (MCP) ser…
|
B 73 4⁄3 | ||||||||
| 20771 |
bamboohr-mcp
Claim
Enables natural language interaction with BambooHR to manage employee records, …
|
B 73 4⁄4 | ||||||||
| 20772 |
Apollo.io MCP server. Search people, enrich contacts, find emails, research com…
|
B 73 3⁄3 | ||||||||
| 20773 |
Context-aware MCP server advisor. Tells you what to install for your specific p…
|
B 73 3⁄3 | ||||||||
| 20774 |
An MCP server that provides LLMs with stealth browser automation capabilities v…
|
B 73 3⁄3 | ||||||||
| 20775 |
Exposes codebase analysis data, including module structures, dependencies, and …
|
B 73 3⁄3 | ||||||||
| 20776 |
Debugging MCP Server
Claim
Enables LLMs to automatically diagnose coding errors through codebase search, t…
|
B 73 3⁄3 | ||||||||
| 20777 |
Enables comprehensive management of Proxmox Virtual Environment through 35 tool…
|
B 73 4⁄4 | ||||||||
| 20778 |
A stealth browser MCP server with 69 tools for undetectable web automation. It …
|
B 73 3⁄3 | ||||||||
| 20779 |
SQL Server monitoring and diagnostics for AI agents using Extended Events. No O…
|
B 73 3⁄3 | ||||||||
| 20780 |
Rails AI Context
Claim
38 MCP tools give AI agents live Rails schema, routes, models, and conventions.
|
B 73 3⁄3 | ||||||||
| 20781 |
webiny-js
Claim
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3).…
|
B 73 3⁄3 | ||||||||
| 20782 |
Personalize AI coding assistants by analyzing local conversation history. Runs …
|
B 73 3⁄3 | ||||||||
| 20783 |
MCP server for mDNS (Multicast DNS) service discovery
|
B 73 3⁄3 | ||||||||
| 20784 |
byob
Claim
Bring Your Own Browser — let your AI agent use the Chrome you already have open
|
B 73 3⁄3 | ||||||||
| 20785 |
A local MCP server that enables direct, persistent communication between multip…
|
B 73 3⁄3 | ||||||||
| 20786 |
Acts as a security checkpoint for AI coding agents by intercepting package inst…
|
B 73 3⁄3 | ||||||||
| 20787 |
An MCP server that provides tools for parliamentary research by allowing users …
|
B 73 4⁄4 | ||||||||
| 20788 |
Extended reasoning with structured processes, persistence, and workflow guidance
|
B 73 4⁄3 | ||||||||
| 20789 |
Let AI agents see and interact with terminal/CLI apps via PNG screenshots
|
B 73 3⁄3 | ||||||||
| 20790 |
Enables AI agents to create temporary email addresses, receive confirmation ema…
|
B 73 3⁄3 | ||||||||
| 20791 |
|
B 73 3⁄3 | ||||||||
| 20792 |
psyXe MCP Server
Claim
Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. m…
|
B 73 3⁄3 | ||||||||
| 20793 |
Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibili…
|
B 73 3⁄3 | ||||||||
| 20794 |
A deterministic architecture audit engine for Cursor. It enforces visual Mermai…
|
B 73 3⁄3 | ||||||||
| 20795 |
A Model Context Protocol (MCP) server that provides persistent memory and conte…
|
B 73 4⁄4 | ||||||||
| 20796 |
MCP server to access Costco warehouse receipts and online orders via their inte…
|
B 73 3⁄3 | ||||||||
| 20797 |
A lightweight server implementation that exposes Python functions as discoverab…
|
B 73 4⁄4 | ||||||||
| 20798 |
A comprehensive MCP server providing access to Open-Meteo weather APIs for Larg…
|
B 73 4⁄4 | ||||||||
| 20799 |
whmcs-mcp-server
Claim
MCP server to help manage a WHMCS installation.
|
B 73 4⁄4 | ||||||||
| 20800 |
|
B 73 3⁄3 | ||||||||