MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11301
54yyyu
PyApple MCP Tools Claim 1
Provides seamless integration with macOS native applications including Messages…
C 63 54 60 33 N/A 46 90 88
11302
zongmin-yu
literateMCP Claim
Server for managing academic literature with structured note-taking and organiz…
C 63 54 72 23 N/A 34 95 87
11303
ndjordjevic
pinrag Claim
RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query…
C 63 55 84 0 N/A 78 64 95
11304
amornpan
Enables Language Models to interact with Microsoft SQL Server databases by insp…
C 63 55 78 36 18 81 93
11305
Jongryong
Connects to Jira instances to generate weekly reports based on issue activity, …
C 63 54 62 67 N/A 20 95 59
11306
artillect
Enables Magic: The Gathering players to manage decks and access card informatio…
C 63 54 70 33 N/A 19 95 86
11307
sin4ch
Enables currency conversion between 161+ currencies using real-time exchange ra…
C 63 55 66 43 25 81 93
11308
AgentBase1
mcp-server Claim
AgentBase: open registry of agent instruction files for AI agents. Search and r…
C 63 64 94 60 0 27 95 95
11309
dr12hes
engrm Claim
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
C 63 55 90 0 N/A 50 81 94
11310
elimS2
MCP Time Server Claim 1
A lightweight Model Context Protocol server that provides current UTC time in v…
C 63 54 56 26 N/A 36 95 100
11311
jake-ccnh
Integrates the Planning Center Online API with an MCP server to enable natural …
C 63 55 62 30 40 81 100
11312
epi-builder
Enables web browser automation through Playwright, providing tools for navigati…
C 63 55 72 75 26 81 46
11313
hydavinci
Enables querying the latest commit information for any file in the Chromium rep…
C 63 55 66 32 41 81 91
11314
pavm035
Provides real-time and historical foreign exchange rates for 31+ currencies, en…
C 63 55 66 40 27 82 96
11315
kodexArg
SyV MCP Tools Claim
Enables validation and retrieval of metadata from Markdown files in the Subordi…
C 63 54 60 36 N/A 29 94 94
11316
D-Diaa
An MCP server that enables Claude to perform OCR on local files using Mistral A…
C 63 54 53 55 N/A 21 92 89
11317
tenda-chi
MCP Docker Server Claim
Enables secure Docker command execution from isolated environments like contain…
C 63 54 54 32 N/A 36 95 96
11318
liujiajia111
Enables deployment of MCP servers on Cloudflare Workers without authentication,…
C 63 55 48 70 26 84 82
11319
delexw
mcpware Claim
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
C 63 55 90 36 42 81 57
11320
PixdataOrg
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
C 63 66 84 72 0 47 81 90
11321
ljs11111
Enables large language models to access user geolocation information through Ed…
C 63 55 66 27 39 82 98
11322
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11323
rt0120-Ramco
Provides comprehensive utility tools including file operations, weather informa…
C 63 54 60 33 N/A 22 95 99
11324
kukapay
Serving as a structured knowledge base of crypto whitepapers.
C 63 55 72 27 38 78 99
11325
scotthavird
A tool for deploying authentication-free Model Context Protocol servers on Clou…
C 63 55 48 68 26 84 81
11326
mchlkim
Enables users to monitor and query Zabbix infrastructure through natural langua…
C 63 55 66 73 24 81 58
11327
marcusbai
A Model Context Protocol server that provides comprehensive weather data queryi…
C 63 55 57 58 23 81 88
11328
rabiauynk
Provide event recommendations based on city and date using the Ticketmaster API…
C 63 54 72 33 N/A 18 87 94
11329
puran-water
An intelligent MCP server for the automated design and sizing of aerobic biolog…
C 63 55 84 26 30 81 85
11330
sw-jooyeon
A tool that helps users easily register Anthropic's Model Context Protocol in C…
C 63 55 72 30 41 81 89
11331
gs-ysingh
Travel MCP Server Claim
Enables comprehensive travel planning by providing tools for flight and accommo…
C 63 55 78 75 31 81 33
11332
yzfly
arxiv-mcp-server Claim
🔬 ArXiv论文智能解读助手 - Arxiv-MCP-Server, 支持MCP协议的学术论文一键下载、解析、翻译为中文,并生成微信公众号文章格式
C 63 64 84 67 0 44 95 88
11333
ylin6
An MCP server that allows AI assistants to programmatically manage Unleash feat…
C 63 55 45 65 22 80 98
11334
jefferythewind
Provides GPU-accelerated gradient boosting model training and inference through…
C 63 66 94 67 0 32 81 96
11335
ltcevil
mcp-use Claim
C 63 66 90 55 0 54 80 100
11336
ReplenishRadar
MCP Claim 2
Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools f…
C 63 66 94 65 0 49 82 84
11337
AceDataCloud
mcp-serp Claim 1
MCP server for Google search results via SERP API
C 63 55 73 0 72 80 100
11338
ExpertVagabond
solmail Claim
Send physical mail with Solana cryptocurrency - AI agents can send real letters…
C 63 64 90 66 0 53 75 95
11339
mirodn
Public Transport Claim
Access real-time public transport across Europe with live departures, connectio…
C 63 66 72 76 0 54 82 94
11340
rajmohancoder
This MCP server provides tools to calculate and compare insurance premiums acro…
C 63 55 54 51 30 83 93
11341
Kurasuai-Inc
Enables text-to-speech playback with multiple Japanese character voices using V…
C 63 54 56 53 N/A 23 95 82
11342
Rucha-Nandgirikar
StatFlow Claim
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
C 63 55 84 12 42 81 90
11343
hteek
Serverless MCP Claim
A serverless implementation of the Model Context Protocol that provides AWS Cos…
C 63 64 86 67 0 32 95 89
11344
mcollina
PermShell MCP Claim 1
A Model Context Protocol server that allows LLMs to execute shell commands with…
C 63 55 39 100 N/A 34 95 39
11345
imhiroki
Toolrank Claim
# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent dis…
C 63 55 96 10 34 81 88
11346
mdg10215-svg
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 63 54 66 75 N/A 35 92 35
11347
09Tns
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
C 63 55 68 17 50 81 100
11348
Tushar-Shrivastava
MCP Log Analyzer Claim
An AI-powered server that analyzes system log files to identify errors/warnings…
C 63 55 82 27 39 81 79
11349
nikhilchintawar
An MCP server that enables searching for messages and listing channels within a…
C 63 55 57 63 35 82 74
11350
Linzo99
A MCP client for browser-use
C 63 54 50 66 N/A 27 92 74
Showing 11301–11350 of 67226 servers
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