MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12151
SufyaanKhateeb
A Model Context Protocol server demonstrating user management capabilities with…
C 62 55 57 82 N/A 23 95 37
12152
OWSSamples
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 62 55 48 70 24 81 79
12153
Red5d
Memos MCP Server Claim
Enables AI assistants to interact with Memos instances for knowledge management…
C 62 55 62 36 39 81 89
12154
RyanLisse
Enables efficient vector database operations for embedding storage and similari…
C 62 55 66 60 22 81 68
12155
esakrissa
A customized MCP server that enables integration between LLM applications and d…
C 62 55 72 33 28 80 90
12156
vibase-ai
vibase Claim
Easily query and mutate Postgres data using MCP. This is an open source project.
C 62 55 88 63 41 82 19
12157
CesarPetrescu
Codex LSP Bridge Claim
Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grad…
C 62 54 60 27 N/A 43 90 89
12158
guangliangyang
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
C 62 54 66 33 N/A 19 95 88
12159
martingeidobler
android-mcp-server Claim
21-tool Android device control via ADB — screenshots with compression, UI tree …
C 62 54 72 0 N/A 66 82 97
12160
aninibread
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 62 55 48 70 24 81 81
12161
Dhruvimahale08
Enables AI-powered employee data management in Excel files, automatically class…
C 62 54 54 36 N/A 22 95 99
12162
BQ31X
Enables web search capabilities through the Tavily API, allowing users to searc…
C 62 55 60 42 24 81 96
12163
jhlia0
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
C 62 54 45 56 N/A 24 90 88
12164
Sinan-Abbas07
A Model Context Protocol server that delivers jokes on demand, allowing users t…
C 62 55 33 55 46 82 100
12165
hakeemrabiuDFW
Enables AI assistants to query and manage QuickBooks Online data through natura…
C 62 66 72 72 0 48 81 100
12166
Highpolar-Softwares
A Django app that implements Firebase Model Context Protocol server, enabling A…
C 62 55 66 36 18 81 99
12167
JooseokKim-DL
A FastAPI-based MCP server scaffold designed to extract material tables from Au…
C 62 54 72 53 N/A 27 90 57
12168
DaBaiGoose
Enables AI assistants to send WeChat messages and take screenshots through ADB …
C 62 54 66 25 N/A 40 95 83
12169
odagora
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 55 48 70 24 81 82
12170
christianwengert
Enables AI agents to discover, execute, and validate CyberChef operations for d…
C 62 55 60 56 25 80 83
12171
kukapay
crypto-sentiment-mcp Claim 1
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
C 62 55 45 41 43 82 100
12172
mori-mmmm
A collection of custom MCP servers providing various AI-powered capabilities in…
C 62 54 62 58 N/A 37 95 49
12173
Lynxe-public
Bing CN MCP Enhanced Claim 2
An MCP server optimized for Chinese users that enables AI models to perform Bin…
C 62 55 59 82 56 76 30
12174
Rev4nchist
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
C 62 55 57 50 25 80 93
12175
icck
Toy MCP Server Claim
A simple MCP server that provides two tools: one for counting specific letter o…
C 62 55 48 53 28 81 97
12176
nanameru
Enables conversational image generation and editing with Google's Gemini 2.5 Fl…
C 62 55 54 82 23 81 58
12177
brave
brave Claim
Visit https://brave.com/search/api/ for a free API key. Search the web, local b…
C 62 66 78 70 0 78 69 87
12178
Here-and-Tomorrow-LLC
A server that allows Claude to control audio playback on your computer, support…
C 62 54 48 36 N/A 37 90 100
12179
TodiwalaVentures
phantom-voices-mcp Claim
PHANTOM VOICES MCP Server — Search, browse, and get platform-ready voice config…
C 62 64 84 57 0 39 95 94
12180
Brucedh
AWS‑IReveal‑MCP
C 62 55 68 31 36 81 91
12181
sathwikabbaraju
MCP Server Claim
Manages query validation, database connection, and security for a system that t…
C 61 55 66 33 18 81 99
12182
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
12183
vjsr007
MCP Index Notes Claim
Enables indexing and retrieving notes with full-text search using SQLite, plus …
C 61 55 72 57 32 81 51
12184
tomkingchen
A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…
C 61 55 48 65 22 81 82
12185
ciel240
Provides various utilities including timezone-aware time queries, basic calcula…
C 61 55 78 65 26 81 38
12186
Sunwood-ai-labs
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
C 61 55 57 100 N/A 19 95 16
12187
clarkemn
MCP server for asking questions about Prisma Cloud documentation
C 61 55 51 28 54 81 96
12188
unscene
Enables audio file analysis using Google's Gemini multimodal models with suppor…
C 61 55 62 40 29 81 86
12189
XeroAPI
xero-mcp-server Claim 1
An MCP server that integrates with Xeros API, allowing for standardized access …
C 61 55 45 39 57 81 89
12190
arjunkmrm
Search the web, images, videos, news, and local businesses with robust filters,…
C 61 66 78 68 0 53 81 90
12191
DHKim327
Cyphers MCP Server Claim 3
An MCP server that integrates the Neople Cyphers Open API with AI assistants fo…
C 61 55 57 71 27 82 57
12192
mrrobotke
A Model Context Protocol service that wraps Django's migration commands as MCP …
C 61 55 60 48 18 81 91
12193
jootsuki
Backlog MCP Server Claim 3
An MCP server that connects to Backlog API, providing functionality to search, …
C 61 55 57 67 22 78 72
12194
jekakos
Enrich user data by adding social network links based on provided personal info…
C 61 66 96 51 0 29 81 100
12195
paichart
MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orche…
C 61 55 76 10 42 81 95
12196
yescay
emailmcp Claim
C 61 54 58 27 N/A 37 90 90
12197
judyfang0108
An MCP server for MySQL databases that enables schema exploration, query execut…
C 61 55 51 62 25 76 87
12198
fahim-ux
Travel MCP Server Claim 2
A Model Context Protocol server that enables flight searching, booking, and pay…
C 61 54 45 57 N/A 27 82 89
12199
Yoshua-Carrera
Python MCP Server Claim
A demonstration MCP server built with fastmcp that provides basic utility tools…
C 61 54 60 30 N/A 26 95 91
12200
sinanuozdemir
An introduction to the world of AI Agents
C 61 54 68 17 N/A 32 87 97 JU
Showing 12151–12200 of 66495 servers
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