MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12051
Volt23
MCP Arduino Server Claim
Enables interaction with Arduino development through arduino-cli, allowing sket…
C 62 54 60 41 N/A 30 87 89
12052
hevener10
A server that implements a checklist management system with features like task …
C 62 55 72 75 N/A 13 95 35
12053
BACH-AI-Tools
An MCP server that provides access to the LinkedIn Bulk Data Scraper API and va…
C 62 55 41 100 45 80 36
12054
ssimonitch
A Model Context Protocol server that allows LLMs to interact with Game Boy game…
C 62 54 45 33 N/A 44 90 100
12055
hannesrudolph
An MCP server that provides safe, read-only access to SQLite databases through …
C 62 54 55 38 N/A 24 90 97
12056
Sauravmehto
Provides comprehensive stock analysis tools for real-time market data, technica…
C 62 55 60 38 25 83 100
12057
KelvinQiu802
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
C 62 55 48 62 24 81 87
12058
antonscap
MCP Server Sample Claim
An educational implementation of a Model Context Protocol server that demonstra…
C 62 54 48 30 N/A 42 94 100
12059
derekrbreese
Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimiza…
C 62 64 88 43 0 62 90 91
12060
bestK
A remote MCP server implementation for Cloudflare that uses server-sent events …
C 62 55 54 63 28 81 77
12061
kukapay
crypto-sentiment-mcp Claim 1
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
C 62 55 45 41 43 82 100
12062
clicks-protocol
mcp-server Claim
Autonomous DeFi yield for AI agents on Base. Query APY, simulate splits, manage…
C 62 55 96 0 N/A 54 61 100
12063
nilay320
Enables web search capabilities through the Tavily API. Allows users to search …
C 62 55 54 53 23 81 93
12064
issuebadge
A Model Context Protocol server that enables AI assistants to create, issue, an…
C 62 66 69 75 0 49 81 99
12065
laoyouf
weather-mcp-server Claim
C 62 54 54 31 N/A 39 94 90
12066
nsachin08
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
C 62 55 62 40 27 76 99
12067
mori-mmmm
A collection of custom MCP servers providing various AI-powered capabilities in…
C 62 54 62 58 N/A 37 95 49
12068
joepangallo
mcp-audit-server Claim
Thin MCP and CLI proxy for AI agent and MCP security auditing via a hosted back…
C 62 55 86 0 N/A 67 69 94
12069
Dataojitori
Enables AI agents to interact with Bluesky social network through optimized, to…
C 62 55 66 41 25 77 96
12070
aotal
Exposes DICOM operations as tools for AI agents to interact with medical imagin…
C 62 55 54 53 24 81 91
12071
ivanmartinezmorales
RabbitMQ MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to i…
C 62 55 39 100 N/A 22 95 40
12072
nipunbatra
VayuChat MCP Claim
A FastMCP server for natural language data analysis that allows users to load C…
C 62 54 72 31 N/A 30 82 90
12073
glassBead-tc
Provides current weather data and city comparisons for any location with suppor…
C 62 55 66 35 22 82 100
12074
anandkumarpatel
A serverless Model Context Protocol implementation on Cloudflare Workers that e…
C 62 55 48 65 22 81 86
12075
Ansvar-Systems
South Korean law database — PIPA, ICT network security, credit information with…
C 62 66 90 43 0 70 82 93
12076
cremich
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
C 62 66 86 66 0 47 78 94
12077
sriram-mk1
A Cloudflare Workers-based MCP server implementation that supports OAuth/bearer…
C 62 54 54 60 N/A 21 95 73
12078
ashrobertsdragon
Markdown RAG Claim
A Retrieval Augmented Generation system that enables AI assistants to perform s…
C 62 55 60 32 36 82 99
12079
jackalterman
SecureNote.link MCP Server - allowing AI agents to securely share sensitive inf…
C 62 55 56 42 25 87 93
12080
Ansvar-Systems
georgian-law-mcp Claim
Georgian legislation via MCP — full-text search across statutes and provisions
C 62 64 90 33 0 66 95 90
12081
ilyashikalov
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with integrated schema validation a…
C 62 54 30 60 N/A 26 95 100
12082
scottglshields
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
C 62 55 48 70 21 81 82
12083
Fewsats
Sherlock Domains MCP Claim 1
An MCP server that enables users to buy and manage domains through Claude.
C 62 54 57 35 N/A 29 95 90
12084
ricleedo
Enables storing and retrieving information using vector embeddings with semanti…
C 62 55 54 100 26 81 37
12085
w4yn3sh33n
Create multilingual greetings and generate custom images for messages, social p…
C 62 55 66 70 N/A 26 81 52
12086
claudiobastos
A template for deploying a Model Context Protocol server on Cloudflare Workers …
C 62 55 48 66 21 81 85
12087
Kotelberg
A server that enables AI systems to browse, retrieve content from, and interact…
C 62 55 78 100 21 81 7
12088
falahgs
Enables AI image generation from text prompts using Pollinations AI. Supports m…
C 62 55 60 53 39 80 74
12089
akshyaganesh
Enables AI agents to manage VMware vSphere virtual infrastructure through compr…
C 62 55 60 43 22 80 100
12090
sweetwisdom
Enables users to manage projects and retrieve random wallpapers through a TypeS…
C 62 55 54 82 N/A 25 95 41
12091
HeurisTech
Gmail MCP Server Claim
Enables sending emails through Gmail using Google's Gmail API. Requires OAuth a…
C 62 55 74 37 21 80 90
12092
adhikasp
MCP Weather Server Claim 1
Provides hourly weather forecasts using the AccuWeather API, enabling users to …
C 62 55 66 32 38 81 92
12093
elizabethsiegle
An authless Cloudflare Workers server that provides tools to scrape, analyze, a…
C 62 55 70 62 22 81 60
12094
ODAncona
code2prompt-mcp Claim 1
An MCP server that analyzes codebases and generates contextual prompts, making …
C 62 54 39 45 N/A 44 95 91
12095
highthon-16
An ADT-based calendar management system that enables users to create, update, a…
C 62 54 54 58 N/A 23 95 73
12096
ToolOracle
CarbonOracle Claim
CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbo…
C 62 55 84 0 40 82 100
12097
ygboy1986
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
C 62 54 54 35 N/A 41 95 82
12098
kukapay
eips-mcp Claim 1
An MCP server for providing semantically related Ethereum Improvement Proposals…
C 62 54 51 30 N/A 40 92 100
12099
manpreet2000
A Model Context Protocol server that enables LLMs to interact with databases (c…
C 62 55 61 60 41 71 73
12100
purebaba
Mercari MCP Server Claim 2
An MCP server that enables users to search for products on the Mercari marketpl…
C 62 55 57 53 18 83 89
Showing 12051–12100 of 30006 servers
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