MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14151
FOX2920
WeWork MCP Server Claim 1
A Model Context Protocol server providing access to WeWork project management d…
D 54 55 39 43 25 76 84
14152
AgentHotspot
AgentHotspot Claim
Search thousands of MCP connectors from the AgentHotspot marketplace via your A…
D 54 66 64 33 0 56 83 98
14153
monotime
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
D 54 66 66 60 0 21 81 91
14154
whale-professor
MCP server for 3D AI Studio — generate 3D models from text or images using Huny…
D 54 66 59 67 0 41 67 95
14155
haichaozheng
A Model Control Protocol (MCP) based service that allows users to query weather…
D 54 55 62 40 24 81 51
14156
arjunkmrm
Greet people by name with friendly, customizable messages. Toggle Pirate Mode t…
D 54 66 56 57 0 31 83 97
14157
DynamicEndpoints
Create and manage AI agents that collaborate and solve problems through natural…
D 54 66 84 28 0 43 81 85
14158
Phionx
Send personalized greetings to anyone. Enable Pirate Mode for swashbuckling sal…
D 54 66 62 61 0 24 81 95
14159
charris-msft
Enables querying Azure retail pricing information, comparing costs across regio…
D 54 66 90 33 0 21 80 90
14160
kiss-kedaya
Crypto MCP Claim
A cryptocurrency price query service based on Model Context Protocol that provi…
D 54 55 54 28 18 78 86
14161
xiaobenyang-com
IP-Search Claim
Relying on a global honeypot network and an IP intelligence analysis platform b…
D 54 64 72 68 0 45 95 39
14162
rhabraken
MCP-Python Claim 1
A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite da…
D 54 55 54 23 20 81 88
14163
yoginoit39
h1b-mcp Claim 1
An MCP server that enables users to query H1B visa sponsorship data, approval r…
D 54 54 33 27 N/A 25 94 93
14164
vincent623
Extracts content from articles, URLs, and images (via OCR), then generates inte…
D 54 66 72 63 0 21 81 81
14165
DanielHashmi
Q4_learning Claim
This repository serves as the comprehensive workspace for Quarter 4 academic en…
D 54 54 54 0 N/A 27 92 100
14166
vemonet
openroute-mcp Claim
MCP server for planning routes (hiking, biking, driving, etc.) using the OpenRo…
D 54 64 66 33 0 79 83 77
14167
Jehan26
GitHub MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
D 54 55 33 30 28 80 100
14168
punkpeye
test Claim
test
D 54 55 56 32 43 81 58
14169
motok2031
Enables AI agents to access paid content by integrating cryptocurrency payments…
D 54 66 66 60 0 21 81 91
14170
hamchowderr
A template for deploying MCP servers on Vercel with example tools for rolling d…
D 54 66 54 53 0 42 81 98
14171
SNYCFIRE-CORE
Enables AI clients to interact with Letta.ai's stateful agents via cloud deploy…
D 54 66 78 43 0 21 81 96
14172
amansingh0311
This server enables semantic search capabilities using Qdrant vector database a…
D 54 55 48 25 17 80 95
14173
minchae-me
A demonstration server that automatically generates Model Context Protocol (MCP…
D 54 55 54 50 18 81 59
14174
dashayus
AliceBlue Claim
Manage your AliceBlue portfolio, orders, and funds from one place. View holding…
D 54 64 46 67 0 25 95 88
14175
Sim-xia
blind-auditor Claim
A zero-cost MCP server that forces AI to self-correct generation messages using…
D 54 64 66 26 0 49 95 92
14176
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
14177
giptilabs
Provides access to real-time and historical Indian stock data via Yahoo Finance…
D 54 66 84 43 0 21 81 91
14178
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
14179
kareemaly
MD-PDF MCP Server Claim 1
An MCP server that enables bidirectional conversion between Markdown and PDF fo…
D 54 54 33 36 N/A 23 90 90
14180
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
14181
alxspiker
A secure Model Context Protocol server that allows AI models to safely interact…
D 54 64 76 22 0 42 95 93
14182
SmartBear
Swagger MCP Claim 3
MCP server for AI access to Swagger by SmartBear.
D 54 64 77 32 0 83 63 78
14183
ELISHA1994
An MCP server that exposes SQLite database operations as tools, enabling natura…
D 54 55 57 27 16 81 83
14184
getsentry
Sentry MCP Server Claim 1
A Model Context Protocol server that lets AI assistants interact with the Sentr…
D 54 66 59 67 0 29 78 90
14185
STUzhy
Run Python code in a secure sandbox without local setup. Declare inline depende…
D 54 66 66 61 0 26 80 86
14186
robertllouw
Delivers Chuck Norris jokes and Dad jokes on demand through Microsoft Copilot S…
D 54 66 48 55 0 49 81 98
14187
ShwStone
MCP OI-Wiki Claim
Enhances large language models with competitive programming knowledge by levera…
D 54 55 60 20 25 81 77
14188
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
14189
elinsky
Enables AI-native task and project management through natural language conversa…
D 54 64 84 28 0 26 95 88
14190
mfang0126
Hello MCP Server Claim
A simple MCP server that provides a basic greeting tool and serves as a starter…
D 54 66 54 62 0 26 81 100
14191
ParseDark
A FastMCP-based server that provides tools for analyzing stock market data, inc…
D 54 55 54 28 19 81 84
14192
devbrother2024
A boilerplate project for quickly developing MCP servers using TypeScript SDK, …
D 54 64 66 73 0 26 95 58
14193
caicongyang
A Model Context Protocol server that enables AI models to interact with MySQL d…
D 54 54 45 55 N/A 18 95 49
14194
106-
Kakuyomu MCP Server Claim 1
An MCP server that enables LLM agents to interact with the Japanese novel publi…
D 54 55 45 31 26 82 86
14195
MajesteitBart
Writer MCP Claim
Enables creation and optimization of technical marketing content using Open Str…
D 54 54 58 47 N/A 23 95 38
14196
xiaobenyang-com
A MCP server that tracks daily calorie intake through natural language interact…
D 54 66 57 46 0 45 81 100
14197
agusain2001
Enables AI-powered generation of educational content including multiple-choice …
D 54 55 54 26 16 82 89
14198
theDonk
Pelaris Claim
Connect Pelaris to any MCP-compatible AI assistant for personalised fitness coa…
D 54 55 50 10 35 81 96
14199
martin-ger
An AI-enabled NAT Router/Firewall for the ESP32
D 54 64 74 42 0 27 95 85 C
14200
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
Showing 14151–14200 of 66502 servers
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