MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7201
anselmwang
Automatically configures email notification functionality for Cline through SMT…
B 71 54 80 56 N/A 21 95 91
7202
itsanamune
Enables interaction with Retell AI's voice and chat agent platform. Build, depl…
B 71 55 86 100 24 81 42
7203
ganhammar
A Home Assistant Custom Component that provides an MCP (Model Context Protocol)…
B 71 54 86 26 N/A 54 95 91
7204
michaelbaker-dev
A video analysis system that uses AI vision models to process, analyze, and que…
B 71 54 84 30 N/A 50 95 92
7205
hirosuke0520
Model Context Protocol server implementation that integrates the LINE Messaging…
B 71 55 60 66 60 82 90
7206
terryso
mcp-pinterest Claim
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
B 71 55 84 83 66 81 32
7207
ViperBlackSkull
Firecrawl Local MCP Claim 1
Provides web scraping, crawling, and site mapping capabilities by connecting di…
B 71 55 84 60 24 80 92
7208
PraveenJoshua23
A Model Context Protocol server that connects to a payments company's developer…
B 71 54 69 61 N/A 26 92 99
7209
VetCoders
automator-mcp Claim 1
MCP server for macOS Automator that enables AI to control Mac computers by exec…
B 71 55 75 75 N/A 45 95 53
7210
Uninen
DevServer MCP Claim 1
An MCP server that enables programmatic management and monitoring of developmen…
B 71 55 57 52 73 82 96
7211
Zaptimist
Enables AI assistants to execute commands on a Proxmox host via SSH with built-…
B 71 55 78 91 N/A 31 90 46
7212
jeongsukwak
mcp-server Claim
B 71 54 66 72 N/A 32 91 85
7213
yup-21
Crash MCP Server Claim
Enables AI assistants to analyze Linux system crash dumps by automatically disc…
B 71 55 48 82 N/A 47 95 81
7214
viraatdas
Enables reading, searching, and sending iMessages on macOS by accessing the loc…
B 71 44 54 N/A N/A 30 95 99
7215
hydrolix
mcp-hydrolix Claim
An MCP server to query Hydrolix
B 71 55 80 42 N/A 54 80 96
7216
kazuph
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
B 71 55 72 72 39 78 87
7217
ctf2009
CastleCall MCP Claim
Exposes a text-to-speech announcement tool for the CastleCall home PA system on…
B 71 55 72 58 35 83 100
7218
labarilem
brainfaq-mcp Claim 1
MCP server for the BrainFuck programming language
B 71 54 59 61 N/A 52 91 93
7219
phnx
Enables LLM assistants to store, retrieve, and update user-specific context mem…
B 71 55 84 68 27 81 82
7220
saarkia
A write-enabled extension for the official Braze MCP server that allows users t…
B 71 55 90 42 48 81 88
7221
CoderDayton
MCP server for structured reasoning with cognitive trap detection, verification…
B 71 54 69 21 N/A 84 94 99
7222
vinhphamai23
Integrates the Brave Search API to provide web and local search capabilities, i…
B 71 55 78 67 27 82 91
7223
bitscorp-mcp
A Node.js server that enables video manipulation through natural language reque…
B 71 54 54 68 N/A 34 95 100
7224
YogaSakti
Provides real-time Indonesian stock market (IDX) data including prices, technic…
B 71 55 78 100 N/A 32 90 39
7225
SecretiveShell
MCP-wolfram-alpha Claim 1
An MCP server for querying wolfram alpha API.
B 71 55 73 53 48 83 97
7226
BerdTan
MCP Learning Project Claim 1
A comprehensive learning platform for Model Context Protocol development that t…
B 71 54 78 56 N/A 18 90 100
7227
dave-wind
mysql-mcp-server Claim
B 71 54 86 58 N/A 45 87 67
7228
JoeyRubas
Celery MCP Claim
Enables interaction with Celery distributed task queues through MCP tools. Supp…
B 71 55 54 82 42 81 92
7229
realugbun
AgentExecMPC Claim
A FastMCP server that enables AI agents to safely execute shell commands, run c…
B 71 55 78 67 27 81 91
7230
chacebot
MCP Xcode Server Claim 2
An MCP server that provides tools for programmatically interacting with Xcode p…
B 71 54 71 50 N/A 46 87 99
7231
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
7232
L3-N0X
minecraft-wiki Claim 1
A MCP Server for browsing the official Minecraft Wiki!
B 71 55 75 57 32 87 96
7233
wei
Enables AI assistants to search, retrieve, and interact with HackerNews content…
B 71 55 78 52 46 81 91
7234
RadiumGu
A robust task scheduler server built with Model Context Protocol for scheduling…
B 71 54 78 35 N/A 42 95 100
7235
54yyyu
code-mcp Claim
Code-MCP: Connect Claude AI to your development environment through the Model C…
B 71 54 88 31 N/A 42 95 91
7236
andnp
Enables semantic search over local Markdown documentation using hybrid retrieva…
B 71 54 78 33 N/A 65 92 90
7237
nocoo
A Model Context Protocol server that enables AI tools to automatically log thei…
B 71 55 69 100 N/A 40 95 39
7238
shashwatgtm
impact-mcp Claim 1
Hypothesis-Driven B2B Positioning Engine - 8 strategic positioning tools
B 71 55 84 91 N/A 29 95 35
7239
liuchongchong1995
Allows seamless integration of DeepSeek's language models with MCP-compatible a…
B 71 55 72 75 41 81 75
7240
devbrother2024
Send personalized greetings in your preferred language, perform quick calculati…
B 71 55 66 72 N/A 29 81 98
7241
tcsenpai
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
B 71 55 94 36 44 81 95
7242
988664li-star
Enables web search through DuckDuckGo and webpage content fetching with intelli…
B 71 55 56 82 43 81 90
7243
kemalersin
fonparam-mcp Claim 1
MCP server for FonParam API - Turkish mutual funds data
B 71 55 63 100 N/A 48 95 37
7244
MediaPublishing
mcp-manager Claim 1
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claud…
B 71 54 90 32 N/A 44 87 96
7245
deanpluse
MCP Sui Tools Claim 1
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
B 71 55 54 82 45 81 90
7246
rebots-online
A fork of the Neo4j Model Context Protocol server that enables interaction with…
B 71 55 84 62 23 81 90
7247
jcwleo
CCXT MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
B 71 55 63 68 54 81 90
7248
kelnishi
PopUI Claim
A companion desktop app enabling bi-directional interaction between Claude Desk…
B 71 54 70 66 N/A 33 95 82
7249
yoavniran
cloudinary-mcp-server Claim 1
A Model Context Protocol server that exposes Cloudinary Upload & Admin API meth…
B 71 55 57 72 49 81 96
7250
NightTrek
Moondream MCP Server Claim 2
A powerful server that integrates the Moondream vision model to enable advanced…
B 71 54 78 55 N/A 40 84 92
Showing 7201–7250 of 30006 servers
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