MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14101
JewelreyBoxAI
Exposes GoHighLevel (GHL) sub-account tools to Anthropic-powered LangGraph agen…
D 54 55 68 56 18 81 31
14102
henryhawke
This tool is a cutting-edge memory engine that blends real-time learning, persi…
D 54 66 90 10 0 60 80 89
14103
xiaobenyang-com
A MCP server that tracks daily calorie intake through natural language interact…
D 54 66 57 46 0 45 81 100
14104
obinopaul
Soccer MCP Server Claim
Provides programmatic access to comprehensive football statistics and live matc…
D 54 66 54 70 0 16 82 99
14105
whistlegraph
MCP server for aesthetic.computer - publish JavaScript, KidLisp art, and clock …
D 54 64 63 35 0 55 83 97
14106
PostcardBot
mcp-server Claim
Send real physical postcards worldwide via AI agents. Bulk send up to 500 recip…
D 54 66 84 10 0 63 81 93
14107
vaheandonians
MY MCP Claim
A template MCP server that provides a basic structure and configuration for bui…
D 54 55 34 30 27 81 100
14108
funtuan
Enables searching and querying Taiwan government open datasets from data.gov.tw…
D 54 66 68 72 0 21 81 77
14109
At0mXploit
Trackor Claim
Enables users to track and manage personal expenses through natural language, i…
D 54 66 66 51 0 27 81 100
14110
vitamin3615
An MCP server that enables language models to fetch protein information from th…
D 54 55 45 18 34 81 96
14111
arikusi
deepseek Claim 1
MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, an…
D 54 66 81 10 0 84 72 92
14112
pangxie231
PS-MCP Claim
An AI-driven integration server that enables natural language control of Adobe …
D 54 54 42 25 N/A 30 95 80
14113
gooboot
MCP-BOS Claim
A modular, extensible Model Context Protocol server framework designed for Clau…
D 54 55 60 26 20 81 77
14114
huuthangntk
Analyze images from multiple angles to extract detailed insights or quick summa…
D 54 66 78 40 0 27 82 91
14115
Phionx
Send personalized greetings to anyone. Enable Pirate Mode for swashbuckling sal…
D 54 66 62 61 0 24 81 95
14116
alimo7amed93
Webhook-tester MCP Server
D 54 55 60 30 16 80 73
14117
Meetpatel006
A Model Context Protocol server implementation that provides a standardized int…
D 54 66 51 68 0 24 81 98
14118
catherinedparnell
Finnhub MCP Server Claim 2
This server provides an interface with the Finnhub API, enabling users to obtai…
D 54 55 56 20 18 80 93
14119
tatsuyamiyazaki
copilot-usage-mcp Claim 1
An MCP server that retrieves GitHub Copilot usage metrics and seat assignment d…
D 54 55 47 0 55 82 97
14120
market-dot-dev
Integrates with the Market.dev API to search for open source experts and projec…
D 54 66 60 63 0 24 81 94
14121
SmartBear
SmartBear MCP Claim 3
MCP server for AI access to SmartBear tools, including BugSnag, Reflect, API Hu…
D 54 64 77 32 0 83 63 78
14122
amansingh0311
This server enables semantic search capabilities using Qdrant vector database a…
D 54 55 48 25 17 80 95
14123
Hritik003
LinkedIn MCP Server Claim 1
A Model Context Protocol server that enables seamless interaction with LinkedIn…
D 54 55 39 33 24 81 94
14124
charl-kruger
Cloudflare Worker that deploys an MCP server providing a single tool to return …
D 54 55 72 32 19 81 53
14125
giptilabs
Provides access to real-time and historical Indian stock data via Yahoo Finance…
D 54 66 84 43 0 21 81 91
14126
taka-yayoi
Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL…
D 54 55 56 27 19 81 81
14127
Atennebris
GMS2 MCP Server Claim 2
An MCP server that parses GameMaker Studio 2 projects, providing developers and…
D 54 54 47 60 N/A 15 90 49
14128
dashayus
AliceBlue Claim
Manage your AliceBlue portfolio, orders, and funds from one place. View holding…
D 54 64 46 67 0 25 95 88
14129
ToolOracle
Reserve Asset Intelligence MCP — live gold/silver prices as ES256K-signed evide…
D 54 55 66 0 25 81 97
14130
0xshellming
mcp-summarizer Claim 1
AI Summarization MCP Server, Support for multiple content types: Plain text, We…
D 54 66 62 62 0 27 81 92
14131
ravinwebsurgeon
Enables AI assistants to interact with DataForSEO APIs and obtain SEO data incl…
D 54 64 72 68 0 49 95 33
14132
graphlit
mcp Claim
Your memory, everywhere AI goes. Build knowledge once, access it via MCP anywhe…
D 54 66 90 10 0 60 82 90
14133
martin-ger
An AI-enabled NAT Router/Firewall for the ESP32
D 54 64 74 42 0 27 95 85 C
14134
Dinesh-Satram
A comprehensive AI-powered fitness tracking application that enables AI tools t…
D 54 66 72 33 0 43 81 96
14135
robertllouw
Delivers Chuck Norris jokes and Dad jokes on demand through Microsoft Copilot S…
D 54 66 48 55 0 49 81 98
14136
MrunmayS
Exa MCP Claim 2
Enable AI assistants to perform web searches using Exa's powerful search API.
D 54 66 79 45 0 23 81 93
14137
haichaozheng
A Model Control Protocol (MCP) based service that allows users to query weather…
D 54 55 62 40 24 81 51
14138
xiaobenyang-com
JSON-RPC Claim
A Model Context Protocol (MCP) server based on OpenRPC, providing JSON-RPC func…
D 54 64 72 42 0 45 95 68
14139
SannketNikam
Demo MCP Server Claim
A simple demonstration MCP server that provides basic utility tools including d…
D 54 55 50 25 24 81 88
14140
jaducku
MCP Mempool Claim 3
An MCP server that provides AI agents with real-time and historical Bitcoin net…
D 54 55 65 58 25 80 28
14141
vincent623
Extracts content from articles, URLs, and images (via OCR), then generates inte…
D 54 66 72 63 0 21 81 81
14142
mailpace
An MCP server implementation that allows sending emails over MailPace's fast tr…
D 54 66 51 71 0 45 78 82
14143
agusain2001
Enables AI-powered generation of educational content including multiple-choice …
D 54 55 54 26 16 82 89
14144
dazanza
Copper MCP Claim 1
An MCP server that provides an interface to the Copper CRM API for managing con…
D 54 55 61 0 35 82 94
14145
mizuka-wu
mihome-mcp Claim 1
An MCP server based on the Mastra framework for controlling Xiaomi Mi Home smar…
D 54 66 69 45 0 30 81 100
14146
lennonconstantino
A sophisticated MCP server that provides intelligent customer service for a Bra…
D 54 55 56 25 18 76 91
14147
mapbox
mcp-server Claim
Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions…
D 54 66 86 10 0 88 73 83
14148
mapbox
mcp-devkit-server Claim
Provides AI assistants with direct access to Mapbox developer APIs and document…
D 54 66 86 10 0 80 73 89
14149
MiniMax-AI
MiniMax MCP Server Claim
Enables MCP clients like Claude Desktop and Cursor to interact with MiniMax API…
D 54 66 66 38 0 56 81 89
14150
nadadi
A Model Context Protocol server that implements an interactive digital library …
D 54 54 39 22 N/A 18 95 96
Showing 14101–14150 of 33842 servers
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