MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14151
ShwStone
MCP OI-Wiki ⚡ Claim
Enhances large language models with competitive programming knowledge by levera…
D 54 5⁄5 ◉ ⏳ 60 20 — 25 81 77
14152
turnono
Discover statistical indicators and topics in Data Commons. Retrieve observatio…
D 54 6⁄6 ◉ ⏳ 74 57 0 25 81 84
14153
nadadi
A Model Context Protocol server that implements an interactive digital library …
D 54 5⁄4 ◉ ⏳ 39 22 N/A 18 95 96
14154
zubi-wiz
regmd-mcp ⚡ Claim 2
An MCP server for regMD that provides global medical device regulatory intellig…
D 54 5⁄5 ◉ ⏳ 55 0 — 45 81 93
14155
lennonconstantino
A sophisticated MCP server that provides intelligent customer service for a Bra…
D 54 5⁄5 ◉ ⏳ 56 25 — 18 76 91
14156
charl-kruger
Cloudflare Worker that deploys an MCP server providing a single tool to return …
D 54 5⁄5 ◉ ⏳ 72 32 — 19 81 53
14157
Kulraj69
Provides job search capabilities including analyzing job descriptions, fetching…
D 54 6⁄6 ◉ ⏳ 54 72 0 39 81 80
14158
AnByoungHyun
Google Calendar MCP ⚡ Claim 1
A server that enables Cursor users to view, create, and manage Google Calendar …
D 54 5⁄5 ◉ ⏳ 66 35 — 29 82 51
14159
pangxie231
PS-MCP ⚡ Claim
An AI-driven integration server that enables natural language control of Adobe …
D 54 5⁄4 ◉ ⏳ 42 25 N/A 30 95 80
14160
Meetpatel006
A Model Context Protocol server implementation that provides a standardized int…
D 54 6⁄6 ◉ ⏳ 51 68 0 24 81 98
14161
vaheandonians
MY MCP ⚡ Claim
A template MCP server that provides a basic structure and configuration for bui…
D 54 5⁄5 ◉ ⏳ 34 30 — 27 81 100
14162
graphlit
mcp ⚡ Claim
Your memory, everywhere AI goes. Build knowledge once, access it via MCP anywhe…
D 54 6⁄6 ◉ ⏳ 90 10 0 60 82 90
14163
mastergo-design
MasterGo Magic MCP ⚡ Claim
Connects AI models to MasterGo design tools, enabling retrieval of DSL data, co…
D 54 6⁄6 ◉ ⏳ 60 66 0 35 76 88
14164
julianorck
MCP Memory Claim
Enables AI assistants to remember user information and preferences across conve…
D 54 6⁄6 ◉ ⏳ 54 71 0 29 80 86
14165
SmartBear
Swagger MCP ⚡ Claim 3
MCP server for AI access to Swagger by SmartBear.
D 54 6⁄4 ◉ ⏳ 77 32 0 83 63 78
14166
devbrother2024
A boilerplate project for quickly developing MCP servers using TypeScript SDK, …
D 54 6⁄4 ◉ ⏳ 66 73 0 26 95 58
14167
alxspiker
A secure Model Context Protocol server that allows AI models to safely interact…
D 54 6⁄4 ◉ ⏳ 76 22 0 42 95 93
14168
kiss-kedaya
Crypto MCP Claim
A cryptocurrency price query service based on Model Context Protocol that provi…
D 54 5⁄5 ◉ ⏳ 54 28 — 18 78 86
14169
zach-snell
obx Claim
A fast, lightweight MCP server and CLI for Obsidian vaults built in Go. 16 mult…
D 54 5⁄5 ◉ ⏳ 66 15 — 76 77 43
14170
jaducku
MCP Mempool ⚡ Claim 3
An MCP server that provides AI agents with real-time and historical Bitcoin net…
D 54 5⁄5 ◉ ⏳ 65 58 — 25 80 28
14171
el-el-san
Vidu MCP Server ⚡ Claim
A server that enables generating videos from static images using Vidu's AI mode…
D 54 6⁄6 ◉ ⏳ 56 58 0 43 81 89
14172
JewelreyBoxAI
Exposes GoHighLevel (GHL) sub-account tools to Anthropic-powered LangGraph agen…
D 54 5⁄5 ◉ ⏳ 68 56 — 18 81 31
14173
mapbox
Enables AI assistants to interact with Mapbox developer APIs for style manageme…
D 54 6⁄6 ◉ ⏳ 86 10 0 80 73 89
14174
cwilby
SQL Server MCP ⚡ Claim 1
A Model Context Protocol server that enables AI assistants (Cursor, Windsurf, C…
D 54 6⁄6 ◉ ⏳ 53 56 0 46 81 96
14175
At0mXploit
Trackor ⚡ Claim
Enables users to track and manage personal expenses through natural language, i…
D 54 6⁄6 ◉ ⏳ 66 51 0 27 81 100
14176
ophir-protocol
Ophir ⚡ Claim
Discover service providers across any category, negotiate pricing automatically…
D 54 6⁄6 ◉ ⏳ 96 10 0 48 81 91
14177
amansingh0311
This server enables semantic search capabilities using Qdrant vector database a…
D 54 5⁄5 ◉ ⏳ 48 25 — 17 80 95
14178
elinsky
Enables AI-native task and project management through natural language conversa…
D 54 6⁄4 ◉ ⏳ 84 28 0 26 95 88
14179
tatsuyamiyazaki
copilot-usage-mcp ⚡ Claim 1
An MCP server that retrieves GitHub Copilot usage metrics and seat assignment d…
D 54 5⁄5 ◉ ⏳ 47 0 — 55 82 97
14180
adrighem
Integrates AI assistants with the Domoticz home automation system to monitor an…
D 54 6⁄6 ◉ ⏳ 72 42 0 45 76 91
14181
ravinwebsurgeon
Enables AI assistants to interact with DataForSEO APIs and obtain SEO data incl…
D 54 6⁄4 ◉ ⏳ 72 68 0 49 95 33
14182
samhains
Enables image captioning and analysis through natural language by processing im…
D 54 5⁄5 ◉ ⏳ 46 82 — 26 81 22
14183
xiaobenyang-com
A MCP server that tracks daily calorie intake through natural language interact…
D 54 6⁄6 ◉ ⏳ 57 46 0 45 81 100
14184
englishar
Enables access to comprehensive surf forecasts from Surfline including current …
D 54 6⁄6 ◉ ⏳ 56 66 0 25 81 97
14185
john-walkoe
Enables high-performance access to USPTO Final Petition Decisions API with inte…
D 54 6⁄6 ◉ ⏳ 78 36 0 48 81 82
14186
robertllouw
Delivers Chuck Norris jokes and Dad jokes on demand through Microsoft Copilot S…
D 54 6⁄6 ◉ ⏳ 48 55 0 49 81 98
14187
DanielHashmi
Q4_learning Claim
This repository serves as the comprehensive workspace for Quarter 4 academic en…
D 54 5⁄4 ◉ ⏳ 54 0 N/A 27 92 100
14188
vincent623
Extracts content from articles, URLs, and images (via OCR), then generates inte…
D 54 6⁄6 ◉ ⏳ 72 63 0 21 81 81
14189
Javoo-bot
A server that enables LLMs to detect anomalies in sensor data by providing tool…
D 54 5⁄5 ◉ ⏳ 46 27 — 16 78 100
14190
shibig666
QMYZ-MCP ⚡ Claim 1
An MCP server for the Qingma Yizhan (青马易战) platform that provides automated qui…
D 54 5⁄5 ◉ ⏳ 33 32 — 39 78 95
14191
AkhrHysd
A Model Context Protocol server that interfaces with PokeAPI to provide Pokémon…
D 54 5⁄5 ◉ ⏳ 39 52 — 21 81 70
14192
kazuph
MCP-Devin Claim
A TypeScript MCP server that integrates Devin AI with Slack, allowing users to …
D 54 6⁄6 ◉ ⏳ 78 47 0 22 81 88
14193
market-dot-dev
Integrates with the Market.dev API to search for open source experts and projec…
D 54 6⁄6 ◉ ⏳ 60 63 0 24 81 94
14194
xhpxhpxhp
Enables downloading watermark-free videos from platforms like Douyin, TikTok, a…
D 54 5⁄4 ◉ ⏳ 60 33 N/A 40 87 47
14195
bankszach
A minimal Model Context Protocol server built with FastAPI that provides a basi…
D 54 5⁄5 ◉ ⏳ 48 22 — 21 81 94
14196
GHjiejie
My MCP Server ⚡ Claim
A comprehensive MCP server providing arithmetic tools, dynamic file resources f…
D 54 5⁄5 ◉ ⏳ 60 50 N/A 31 87 33
14197
shadowfax92
MCP Apple Reminders ⚡ Claim 2
A Model Context Protocol server that enables AI assistants to interact with App…
D 54 5⁄5 ◉ ⏳ 39 82 N/A 20 95 21
14198
QueueLab
QCX Claim
Language to Maps
D 54 6⁄4 ◉ ⏳ 72 40 0 61 95 59
14199
raqueljezweb
Enables seamless integration with AnythingLLM instances, providing complete wor…
D 54 6⁄6 ◉ ⏳ 78 36 0 42 81 86
14200
funtuan
Enables searching and querying Taiwan government open datasets from data.gov.tw…
D 54 6⁄6 ◉ ⏳ 68 72 0 21 81 77
Showing 14151–14200 of 69135 servers
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