MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 5 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3001 |
MCP server allowing any and all command execution over CMD
|
B 77 5⁄5 | ||||||||
| 3002 |
Operate Notion with a single Markdown document — read, create, and update pages…
|
B 77 5⁄5 | ||||||||
| 3003 |
MCP server for simap.ch - Swiss public procurement platform
|
B 77 5⁄4 | ||||||||
| 3004 |
Accurate astronomical catalog data and observing session planner. 13,000+ deep-…
|
B 77 5⁄4 | ||||||||
| 3005 |
Allow AI systems to search for places and get business info via Google Maps Pla…
|
B 77 5⁄4 | ||||||||
| 3006 |
nest-mcp
Claim
Build Model Context Protocol (MCP) servers, clients, and gateways using the Nes…
|
B 77 5⁄4 | ||||||||
| 3007 |
Enables seamless email management through natural language conversations with C…
|
B 77 5⁄4 | ||||||||
| 3008 |
Analyzes React component changes by performing structural analysis and generati…
|
B 77 5⁄5 | ||||||||
| 3009 |
Temporary email for AI agents: create inboxes, wait for emails, extract OTPs, v…
|
B 77 5⁄4 | ||||||||
| 3010 |
Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…
|
B 77 5⁄5 | ||||||||
| 3011 |
An MCP server that allows coding agents to look up contextual rules and pattern…
|
B 77 6⁄6 | ||||||||
| 3012 |
SmartKasa MCP Server
Claim
Enables AI assistants to interact with SmartKasa Ukrainian POS system through n…
|
B 77 5⁄5 | ||||||||
| 3013 |
ai-distiller-mcp
Claim
Extracts essential code structure from large codebases into AI-digestible forma…
|
B 77 5⁄4 | ||||||||
| 3014 |
Mercado Pago payments for AI agents — create payment links, search payments, an…
|
B 77 5⁄5 | ||||||||
| 3015 |
archmcp
Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
|
B 77 5⁄4 | ||||||||
| 3016 |
Enables AI assistants to interact with Square's Connect API through the Model C…
|
B 77 5⁄5 | ||||||||
| 3017 |
Connects Claude to Canvas LMS, enabling students to query their coursework, ass…
|
B 77 5⁄4 | ||||||||
| 3018 |
MCP Weather Notes Server
Claim
Provides real-time weather data from Open-Meteo API and enables creating and re…
|
B 77 5⁄5 | ||||||||
| 3019 |
MCP Memory SQLite
Claim
Provides persistent memory and knowledge graph capabilities for AI assistants u…
|
B 77 5⁄4 | ||||||||
| 3020 |
A Model Context Protocol server that enables Claude to perform web research by …
|
B 77 5⁄4 | ||||||||
| 3021 |
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time sess…
|
B 77 5⁄4 | ||||||||
| 3022 |
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
|
B 77 5⁄5 | ||||||||
| 3023 |
Perplexity Search MCP
Claim
Enables AI-powered search capabilities through Perplexity AI's continuously ref…
|
B 77 5⁄5 | ||||||||
| 3024 |
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
|
B 77 5⁄5 | ||||||||
| 3025 |
MCP server for the Handbook API – manage handbook entries via CRUD, overview an…
|
B 77 5⁄5 | ||||||||
| 3026 |
Enables multi-agent orchestration and coordination using specialized, persisten…
|
B 77 5⁄4 | ||||||||
| 3027 |
Enables access to Reddit data including posts, comments, user profiles, and sub…
|
B 77 5⁄5 | ||||||||
| 3028 |
Multi-tier fallback chain for fetching web content as clean markdown. Handles t…
|
B 77 5⁄5 | ||||||||
| 3029 |
IP address geolocation and network information using IPInfo API
|
B 77 5⁄5 | ||||||||
| 3030 |
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
|
B 77 5⁄5 | ||||||||
| 3031 |
Lspace MCP Server
Claim
An open-source server implementing the Model Context Protocol (MCP) that enable…
|
B 77 5⁄5 | ||||||||
| 3032 |
Enables browser-based web page fetching with automatic cookie management and CS…
|
B 77 5⁄4 | ||||||||
| 3033 |
Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…
|
B 77 5⁄4 | ||||||||
| 3034 |
|
B 77 5⁄4 | ||||||||
| 3035 |
1:1 wrapping of abap-adt-api into a MCP server.
|
B 77 5⁄4 | ||||||||
| 3036 |
Enables managing employee records by providing tools to list directories, retri…
|
B 77 5⁄4 | ||||||||
| 3037 |
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
|
B 77 5⁄5 | ||||||||
| 3038 |
Extract and structure any web page into clean JSON. Free tier: 10/day.
|
B 77 5⁄4 | ||||||||
| 3039 |
Provides an interface to Claude's contemplation loop, enabling continuous backg…
|
B 77 5⁄4 | ||||||||
| 3040 |
ZenRows MCP server — Universal Scraper API for AI coding assistants
|
B 77 5⁄4 | ||||||||
| 3041 |
Wealth Management MCP
Claim
Provides specialized tools for portfolio health analysis, rebalance simulations…
|
B 77 5⁄5 | ||||||||
| 3042 |
Generates professional PDF resumes using LaTeX templates through natural langua…
|
B 77 5⁄5 | ||||||||
| 3043 |
Enables AI agents to securely access and manage Commvault environments, includi…
|
B 77 5⁄5 | ||||||||
| 3044 |
Enables web search via Serper API with advanced search operators and webpage sc…
|
B 77 5⁄5 | ||||||||
| 3045 |
Enables AI models to fetch text content from URLs, extract links from web pages…
|
B 77 5⁄5 | ||||||||
| 3046 |
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
|
B 77 5⁄5 | ||||||||
| 3047 |
Integrates RAGFlow's knowledge base API with Claude Desktop for document retrie…
|
B 77 5⁄5 | ||||||||
| 3048 |
P-Link makes it incredibly easy for your AI agents to send money, receive payme…
|
B 77 5⁄5 | ||||||||
| 3049 |
Enables searching, reading, and commenting on Google Drive documents through se…
|
B 77 5⁄5 | ||||||||
| 3050 |
Formats files using `.editorconfig` rules, acting as a proactive formatting gat…
|
B 77 5⁄4 | ||||||||