MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3001
PhialsBasement
cmd-mcp-server Claim 1
MCP server allowing any and all command execution over CMD
B 77 55 78 82 N/A 41 95 76
3002
ai-aviate
better-notion Claim 1
Operate Notion with a single Markdown document — read, create, and update pages…
B 77 55 60 100 N/A 46 83 88
3003
Digilac
simap-mcp Claim 1
MCP server for simap.ch - Swiss public procurement platform
B 77 54 57 62 N/A 81 95 99
3004
gregario
astronomy-oracle Claim
Accurate astronomical catalog data and observing session planner. 13,000+ deep-…
B 77 54 66 63 N/A 74 95 93
3005
domdomegg
Google Maps Places Claim
Allow AI systems to search for places and get business info via Google Maps Pla…
B 77 54 88 70 N/A 55 75 91
3006
btwld
nest-mcp Claim
Build Model Context Protocol (MCP) servers, clients, and gateways using the Nes…
B 77 54 90 38 N/A 70 95 92
3007
meyannis
ClaudePost Claim
Enables seamless email management through natural language conversations with C…
B 77 54 84 60 N/A 46 95 93
3008
igorvieira
MCP Component Review Claim 1
Analyzes React component changes by performing structural analysis and generati…
B 77 55 90 66 48 78 95
3009
francofuji
UnCorreoTemporal Claim
Temporary email for AI agents: create inboxes, wait for emails, extract OTPs, v…
B 77 54 58 86 N/A 58 83 99
3010
bretoreta
MariaDB MCP Server Claim
Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…
B 77 55 86 68 41 81 98
3011
markacianfrani
An MCP server that allows coding agents to look up contextual rules and pattern…
B 77 66 69 100 85 22 81 93
3012
1212bogdan
Enables AI assistants to interact with SmartKasa Ukrainian POS system through n…
B 77 55 86 70 40 82 99
3013
janreges
Extracts essential code structure from large codebases into AI-digestible forma…
B 77 54 84 52 N/A 70 89 90
3014
dan1d
cobroya Claim
Mercado Pago payments for AI agents — create payment links, search payments, an…
B 77 55 76 70 76 72 94
3015
dejo1307
archmcp Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
B 77 54 84 56 N/A 56 95 90
3016
square
Enables AI assistants to interact with Square's Connect API through the Model C…
B 77 55 86 65 65 78 87
3017
akshsgaur
Connects Claude to Canvas LMS, enabling students to query their coursework, ass…
B 77 54 88 67 N/A 22 92 99
3018
gwyer
Provides real-time weather data from Open-Meteo API and enables creating and re…
B 77 55 90 66 37 81 100
3019
spences10
Provides persistent memory and knowledge graph capabilities for AI assistants u…
B 77 54 76 57 N/A 62 95 94
3020
chuanmingliu
A Model Context Protocol server that enables Claude to perform web research by …
B 77 54 85 62 N/A 43 87 99
3021
wn01011
llm-token-tracker Claim 1
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time sess…
B 77 54 84 56 N/A 58 92 93
3022
PabloLION
MCP Echo Env Claim
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
B 77 55 60 87 N/A 35 95 100
3023
ArnoChenFx
Enables AI-powered search capabilities through Perplexity AI's continuously ref…
B 77 55 76 66 64 81 95
3024
qiniu
qiniu-mcp-server Claim
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
B 77 55 78 65 74 76 92
3025
ah-oh
handbook Claim 1
MCP server for the Handbook API – manage handbook entries via CRUD, overview an…
B 77 55 51 100 N/A 51 83 100
3026
Mayank1805
Enables multi-agent orchestration and coordination using specialized, persisten…
B 77 54 94 55 N/A 40 95 90
3027
Jing-yilin
Reddit MCP Server Claim
Enables access to Reddit data including posts, comments, user profiles, and sub…
B 77 55 94 62 42 81 94
3028
bighippoman
intercept-mcp Claim 1
Multi-tier fallback chain for fetching web content as clean markdown. Handles t…
B 77 55 78 100 N/A 56 83 59
3029
briandconnelly
mcp-server-ipinfo Claim
IP address geolocation and network information using IPInfo API
B 77 55 64 73 79 83 93
3030
cloudbring
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
B 77 55 90 46 76 81 95
3031
Lspace-io
An open-source server implementing the Model Context Protocol (MCP) that enable…
B 77 55 100 68 27 77 98
3032
kaiye
MCP Fetch Page Claim
Enables browser-based web page fetching with automatic cookie management and CS…
B 77 54 84 53 N/A 61 90 94
3033
oxgeneral
agentmem Claim
Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…
B 77 54 100 37 N/A 62 92 92
3034
Lee-Becky
mcp-google-ads Claim
B 77 54 76 66 N/A 44 95 95
3035
mario-andreschak
1:1 wrapping of abap-adt-api into a MCP server.
B 77 54 92 61 N/A 48 92 85
3036
suchitad1950
Enables managing employee records by providing tools to list directories, retri…
B 77 54 84 71 N/A 21 95 100
3037
JaviEzpeleta
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
B 77 55 94 68 35 81 92
3038
skypher
ClawPage Claim 1
Extract and structure any web page into clean JSON. Free tier: 10/day.
B 77 54 72 73 N/A 47 90 97
3039
MikeyBeez
MCP Contemplation Claim
Provides an interface to Claude's contemplation loop, enabling continuous backg…
B 77 54 90 61 N/A 28 95 100
3040
ZenRows
zenrows-mcp Claim
ZenRows MCP server — Universal Scraper API for AI coding assistants
B 77 54 80 73 N/A 55 81 91
3041
babuvenky76
Provides specialized tools for portfolio health analysis, rebalance simulations…
B 77 55 88 70 53 80 87
3042
AndreaCadonna
Generates professional PDF resumes using LaTeX templates through natural langua…
B 77 55 90 60 53 81 93
3043
Commvault
Enables AI agents to securely access and manage Commvault environments, includi…
B 77 55 90 66 50 78 93
3044
tahaswx
Enables web search via Serper API with advanced search operators and webpage sc…
B 77 55 100 58 42 81 93
3045
billallison
Enables AI models to fetch text content from URLs, extract links from web pages…
B 77 55 72 76 48 82 100
3046
TopazLabs
topaz-mcp Claim
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
B 77 55 84 73 49 82 89
3047
norandom
Integrates RAGFlow's knowledge base API with Claude Desktop for document retrie…
B 77 55 100 91 37 81 55
3048
paracetamol951
P-Link makes it incredibly easy for your AI agents to send money, receive payme…
B 77 55 67 98 38 81 92
3049
benjamine
Enables searching, reading, and commenting on Google Drive documents through se…
B 77 55 80 72 55 80 92
3050
neilberkman
editorconfig_mcp Claim
Formats files using `.editorconfig` rules, acting as a proactive formatting gat…
B 77 54 78 67 N/A 46 92 98
Showing 3001–3050 of 66402 servers
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