MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12251
ghchen99
A Model Context Protocol server that provides programmatic control over MuseSco…
C 61 54 51 22 N/A 50 94 91
12252
jarvismaximum-hue
ProfitPlay MCP Server Claim 1
Enables AI agents to interact with the ProfitPlay prediction market to trade sh…
C 61 66 90 62 0 30 76 99
12253
yantrix-ai
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
C 61 55 84 0 37 81 100
12254
wangtsiao
A Model Context Protocol server that provides AI models with real-time trending…
C 61 54 45 55 N/A 25 95 78
12255
ciel240
Provides various utilities including timezone-aware time queries, basic calcula…
C 61 55 78 65 26 81 38
12256
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12257
avxxoo
A powerful interface for extending AI capabilities through remote control, calc…
C 61 55 60 43 23 81 91
12258
RuoJi6
An MCP-based Java decompilation tool that uses the CFR decompiler to convert .c…
C 61 54 42 37 N/A 49 92 87
12259
jackmichaud
A modular and extensible tool server built on FastMCP that supports multiple to…
C 61 55 72 33 21 81 87
12260
PuneetChandel
Enables secure interaction with billing systems through comprehensive PII/PCI r…
C 61 55 60 46 16 81 92
12261
osulivan
MCP Server for skill4agent - Search, view, and install AI skills in AI conversa…
C 61 66 94 63 0 25 80 93
12262
jhgaylor
A stateless Model Context Protocol server that implements a simple echo functio…
C 61 55 66 52 20 81 75
12263
comeonzhj
A MCP server that generates high-quality images using Volcano Engine's JiMeng A…
C 61 55 47 100 40 81 25
12264
Pixel2075
Enables searching and retrieving CAIE past-paper questions with filters for sub…
C 61 54 60 33 27 90 89
12265
rexfelix
Enables reading and extracting content from PDF documents including text (as Ma…
C 61 54 48 41 N/A 27 95 91
12266
SongT-50
Korean stock market data - prices, dividends, short selling, financial disclosu…
C 61 66 72 66 53 20 82 57
12267
cgrdavies
mcp-clickhouse-long-running
C 61 55 54 31 45 81 97
12268
imoon
A Model Context Protocol server that bridges Microsoft Teams and MCP-compatible…
C 61 55 51 55 18 81 94
12269
xstraven
Enables educational and learning tasks including flashcard generation with Anki…
C 61 55 60 40 30 80 90
12270
jeong-sik
A server that enables AI models to access Kakao Map features (place search, add…
C 61 55 54 72 45 76 54
12271
unscene
Enables audio file analysis using Google's Gemini multimodal models with suppor…
C 61 55 62 40 29 81 86
12272
yuogawaiic
Zotero MCP Server Claim
Integrates with Zotero's local API to search your reference library, retrieve b…
C 61 54 54 28 N/A 39 88 95
12273
antfu
nuxt-mcp-dev Claim
MCP server helping models to understand your Vite/Nuxt app better.
C 61 64 62 50 0 79 95 93
12274
btomartelli
Fetches jokes from multiple APIs including Chuck Norris, Dad jokes, and Yo Mama…
C 61 55 60 17 52 83 100
12275
brianellin
Bluesky MCP Server Claim
Connect to Bluesky and interact with the ATProtocol using natural language. Fet…
C 61 64 68 75 0 31 90 100
12276
ciJaein
Basic MCP Server Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
C 61 55 54 66 27 81 71
12277
tienan92it
A Model Context Protocol server that exposes Binance cryptocurrency exchange da…
C 61 55 51 41 39 82 93
12278
16Coffee
A Model Context Protocol server providing comprehensive financial data from Yah…
C 61 54 45 43 N/A 43 90 87
12279
leaveanest
Enables access to SORACOM IoT platform data including Harvest sensor data, file…
C 61 55 54 42 47 81 81
12280
yfcyfc123234
ShowDoc MCP Server Claim
Automatically fetches API documentation from ShowDoc and generates Android code…
C 61 55 72 38 24 81 83
12281
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12282
jhgaylor
A utility that integrates Model Context Protocol (MCP) into Express application…
C 61 55 72 33 42 82 70
12283
freesolo-co
Clado MCP Server Claim
Enables LinkedIn data operations including user search, profile enrichment, con…
C 61 55 54 65 43 81 58
12284
rubenpenap
MCP Auth Claim
A remote MCP server implementation that demonstrates authentication and authori…
C 61 66 78 75 0 30 81 98
12285
langfuse
mcp-server-langfuse Claim 1
MCP server to access and manage LLM application prompts created with [Langfuse]…
C 61 66 76 58 0 63 82 95
12286
hannesj
openapi-schema Claim 1
OpenAPI Schema Model Context Protocol Server
C 61 55 65 31 24 86 93
12287
jacob-dietle
A tool that allows deployment of a remote MCP (Model Context Protocol) server o…
C 61 55 48 67 22 81 82
12288
0xCarbon
qt-mcp Claim 2
An MCP server for inspecting, debugging, and interacting with PySide6 desktop a…
C 61 54 45 26 N/A 58 92 89
12289
ropon
mcp_demo Claim
mcp demo ip query
C 61 54 40 37 N/A 41 91 100
12290
es617
obsidian-sync-mcp Claim 1
Give AI agents access to your Obsidian vault via local files or Self-hosted Liv…
C 61 55 82 0 N/A 77 56 100
12291
JackKuo666
🔍 Enable AI assistants to search and access Google Scholar papers through a sim…
C 61 55 70 27 24 83 96
12292
codacy
Codacy MCP Server Claim
Enables access to Codacy's code quality platform through natural language, prov…
C 61 66 86 65 0 48 78 87
12293
henrydyson
MCP WebSocket Server Claim 1
A WebSocket-based MCP server that enables mail operations including retrieval, …
C 61 55 78 31 21 80 85
12294
irwantocrimson
MySQL MCP Server Claim
Provides MySQL database connectivity and schema inspection tools, allowing user…
C 61 55 54 55 29 77 87
12295
choi20201101
Provide access to Naver DataLab data through an MCP server interface, enabling …
C 61 54 32 67 N/A 39 92 77
12296
jmeserve
sprout-mcp Claim 1
An MCP server that integrates the Sprout Social Public API with Claude and othe…
C 61 55 53 41 30 80 98
12297
kikumoto
A Model Context Protocol server that enables secure remote tool connections via…
C 61 54 45 62 N/A 26 90 75
12298
isakskogstad
KB MCP Server Claim
Provides access to Sweden's National Library (Kungliga biblioteket) open APIs, …
C 61 55 62 43 25 80 86
12299
onurpolat05
n8n-asistans Claim
Used to create an assistant integrated with n8n that can search n8n documentati…
C 61 55 54 31 44 81 96
12300
nabossha
Provides Swiss weather forecast data, allowing users to search for Swiss locati…
C 61 55 66 82 46 80 21
Showing 12251–12300 of 66495 servers
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