MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12151
mzdz
Provides basic arithmetic operations and advanced mathematical functions throug…
C 62 55 66 38 18 81 99
12152
panchocorderos
A simple MCP server that provides a tool to fetch current weather information f…
C 62 55 54 50 20 81 100
12153
reuvenaor
MCP server for Shadcn UI, enabling automated, remote, or containerized project …
C 62 64 69 65 0 46 95 100
12154
montevive
penpot-mcp Claim
Penpot MCP server
C 62 55 48 41 N/A 48 81 97
12155
ericskiff
Provides real-time train schedule information and live predictions for all 18 s…
C 62 66 84 75 0 32 82 91
12156
sirlordt
Execute commands in visible VSCode terminal tabs with output capture and sessio…
C 62 54 72 0 N/A 55 87 98
12157
SwipeBuilder-io
Enables programmatic access to your SwipeBuilder ad swipe library to retrieve s…
C 62 55 64 43 24 81 93
12158
aotal
Exposes DICOM operations as tools for AI agents to interact with medical imagin…
C 62 55 54 53 24 81 91
12159
vish288
An MCP server that extends Jira and Confluence with tools for issue management,…
C 62 64 72 66 0 78 77 90
12160
nyudenkov
openapi-mcp-proxy Claim 1
An MCP server that provides tools for exploring large OpenAPI schemas without l…
C 62 66 81 62 0 46 81 100
12161
freibergergarcia
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
C 62 66 96 52 0 43 81 95
12162
dsouza-anush
Enables dynamic tool discovery and loading for Claude using BM25, regex, and se…
C 62 66 94 71 0 24 81 95
12163
lsaavedr
MCP Duty Pharma Claim
MCP Duty Pharma
C 62 55 48 82 57 81 39
12164
davinoishi
Enables scanning web pages and entire domains to identify broken links, checkin…
C 62 55 60 50 21 81 93
12165
guangliangyang
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
C 62 54 66 33 N/A 19 95 88
12166
nirholas
x402-deploy Claim
Turn any API or MCP server into a paid service with x402
C 62 66 90 38 0 70 80 100
12167
hyunjae-labs
lore Claim
Semantic search across Claude Code conversations. Hybrid vector + keyword searc…
C 62 54 76 0 N/A 53 89 95
12168
evilpixi
An MCP server with comprehensive CI/CD workflows including unit tests, integrat…
C 62 55 69 26 29 81 99
12169
AronMav
Enables Claude and other MCP clients to analyze and describe images using the Q…
C 62 55 66 43 19 81 94
12170
derberg
EasyPeasyMCP Claim
A lightweight, zero-config MCP server that makes documentation and API specific…
C 62 55 78 0 56 80 97
12171
mabanas1
FastMCP server that enables AI assistants to integrate with Red Hat Errata Tool…
C 62 54 60 36 N/A 16 95 98
12172
christianwengert
Enables AI agents to discover, execute, and validate CyberChef operations for d…
C 62 55 60 56 25 80 83
12173
sysu-aicpm
Enables AI models to control and query smart home devices (air conditioners, li…
C 62 55 60 68 32 81 58
12174
sourangshupal
MCP-RAG Server Claim
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
C 62 55 48 57 26 81 93
12175
onsecurity
OnSecurity MCP Server
C 62 66 88 67 0 44 81 90
12176
sanchorelaxo
Enables control of OpenSimulator virtual world servers through console commands…
C 62 55 54 82 21 81 62
12177
Dataojitori
Enables AI agents to interact with Bluesky social network through optimized, to…
C 62 55 66 41 25 77 96
12178
danix800
Hello Claim
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
C 62 54 42 50 N/A 17 95 100
12179
Baronco
A Model Context Protocol server that allows AI assistants to discover, load, an…
C 62 54 45 52 N/A 25 90 95
12180
ampcome-mcps
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail accounts for searching, reading, s…
C 62 55 60 46 24 80 94
12181
judyfang0108
An MCP server for MySQL databases that enables schema exploration, query execut…
C 61 55 51 62 25 76 87
12182
Sneezry
Provides traditional Chinese XiaoLiuRen divination analysis with accurate lunar…
C 61 55 72 95 22 81 16
12183
prem-research
Telegram MCP Server Claim 1
An MCP server that enables interaction with Telegram messaging platform, allowi…
C 61 54 45 50 N/A 24 90 95
12184
GuiAmbassador
Enables users to fetch random jokes from multiple sources including Chuck Norri…
C 61 55 60 17 49 83 100
12185
koseha
API MCP Server Claim 1
A Model Context Protocol server that provides basic tools for arithmetic operat…
C 61 54 63 50 N/A 27 95 59
12186
maxvint
Provide a specialized MCP server that enables integration with cryptocurrency r…
C 61 54 36 56 N/A 28 90 94
12187
mcpcentral-io
MCP Time Server Claim
MCP server providing various date/time functions including current time, timezo…
C 61 66 78 72 0 33 81 99
12188
sapangupta63
MCP Selenium Server Claim 2
A Model Context Protocol server implementation that enables browser automation …
C 61 55 45 82 N/A 44 89 39
12189
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12190
notsedano
A Model Context Protocol server that provides comprehensive Formula One racing …
C 61 55 39 91 54 81 38
12191
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12192
kwp-lab
Track and browse RSS feeds with ease. Fetch the latest entries from any feed UR…
C 61 66 78 65 0 49 82 90
12193
docker-hackerxbt68
Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Con…
C 61 66 72 68 0 53 81 93
12194
eluc1a
MCP News Server Claim
A server providing access to news articles from various categories including te…
C 61 55 78 26 22 81 88
12195
violet4795
Provides AI coding agents with access to Figma design data through the Figma AP…
C 61 66 74 71 0 55 81 86
12196
Bwkyd
Weixin MCP Claim
Enables reading and extracting content from WeChat public account articles usin…
C 61 54 50 35 N/A 48 92 84
12197
discava
mcp-server Claim
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
C 61 55 72 10 50 81 94
12198
AnuragB7
MCP-RAG Claim
An MCP-compatible system that handles large files (up to 200MB) with intelligen…
C 61 55 56 40 37 81 92
12199
sargioboys51
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
C 61 55 48 68 21 81 82
12200
henishshah18
A secure server that enables interaction with Discord channels through JWT-auth…
C 61 55 60 43 16 81 99
Showing 12151–12200 of 54421 servers
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