MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16801
alisajil
EcoGO Flights Claim 1
Indian Flight Booking MCP
F 25 55 78 71 28 80 100
16802
elijahdev0
mcp-runware Claim 1
Create high-quality images and videos fast from text or reference images. Perso…
F 25 66 84 10 0 27 80 83
16803
donghao1393
mcp-dbutils Claim 1
DButils is an all-in-one MCP service that enables your AI to do data analysis b…
F 25 55 90 33 79 80 76
16804
johnelamont
Zoho Timeline MCP Server Claim 1 2
Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline s…
F 25 54 72 51 N/A 43 92 94
16805
xiaobenyang-com
Two prediction examples in the Alink tutorial: input a year to predict GMV; inp…
F 25 66 72 76 88 50 71 77
16806
m2rads
Enables automated end-to-end testing powered by Playwright where test cases are…
F 25 54 92 68 N/A 68 87 99
16807
annyzhou
slack-mcp Claim 1
Enables comprehensive interaction with Slack workspaces, allowing users to mana…
F 25 55 72 42 42 76 92
16808
cornelcroi
Context Lens Claim 1
An MCP server that enables semantic search over local files or GitHub repositor…
F 25 54 88 41 N/A 70 92 94
16809
xiandan-erizo
Confluence MCP Server Claim 1 2
An MCP server that enables searching and retrieving content from Confluence doc…
F 25 55 27 31 21 78 89
16810
elliotllliu
AgentShield Claim 1 2
Full-stack security for AI agents — static analysis + MCP runtime interception.…
F 25 55 90 35 77 67 83
16811
jeweis
MySQL MCP Server Claim 2
Enables safe interaction with MySQL databases through SELECT queries, table str…
F 25 55 54 56 21 77 87
16812
esignaturescom
mcp-server-esignatures Claim 1 2
Contract and template management for drafting, reviewing, and sending binding c…
F 25 55 90 55 47 80 39
16813
iHackSubhodip
A Model Context Protocol server that enables AI assistants to interact with iOS…
F 25 55 63 33 N/A 35 80 93
16814
bayyyyyuuu
An AI-powered legal research tool that enables users to search for and retrieve…
F 25 54 84 57 N/A 60 90 92
16815
mfukushim
Create immersive travel experiences by instructing an avatar to navigate Google…
F 25 66 86 66 0 75 68 90
16816
1mcp-app
agent Claim 1
A unified Model Context Protocol server implementation that aggregates multiple…
F 25 55 96 40 96 82 89
16817
unionai-oss
Union MCP Claim 2 3
An MCP server that allows Claude models to use Union tasks, workflows, and apps…
F 25 54 27 45 N/A 48 84 91
16818
benderterminal
zKettle Claim 1
Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agen…
F 25 55 78 72 69 80 91
16819
xiaobenyang-com
A group of model context protocol servers provide cognitive enhancement tools f…
F 25 55 72 65 N/A 50 74 31
16820
Iwark
Linear MCP Server Claim 1 2
Enables interaction with Linear resources through an MCP interface, offering fu…
F 25 55 60 72 17 80 88
16821
ampcome-mcps
Enables Claude to manage Google Calendar events, schedules, and meetings throug…
F 25 55 54 43 21 80 97
16822
theepicsaxguy
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
F 25 55 60 82 54 74 83
16823
hfzhae
Zydsoft MCP Server Claim 2
Enables medical symptom guidance and disease consultation through the Zydsoft A…
F 25 55 80 42 50 74 3
16824
clssck
Dataiku MCP Claim 1 2
MCP server for Dataiku DSS project, flow, and operations APIs.
F 25 54 65 68 N/A 86 77 86
16825
pidanmeng
mcp-md2poster Claim 1 2
An MCP server built with FastMCP that currently provides a simple mathematical …
F 25 55 45 52 21 78 91
16826
DynamicEndpoints
This MCP server implements VariousPolicies according to CSA BOD 25-01 requireme…
F 25 55 96 68 29 78 100
16827
dgageot
box Claim 2 3
An MCP server capable of interacting with the Box API
F 25 55 69 41 24 77 96
16828
gkgaurav31
MCP Terminal Tool Server Claim 2 3
An MCP server that enables users to execute arbitrary shell commands on their l…
F 25 54 27 22 N/A 21 75 96
16829
khaoss85
arvo-mcp Claim 1 2
AI workout coach MCP server for Arvo. Access training data, workout history, pe…
F 25 55 94 65 58 82 93
16830
sudo-elia
DOM Analyzer MCP Server Claim 2 3
A Puppeteer-based server designed for remote debugging, E2E testing, and DOM in…
F 25 54 66 0 N/A 31 78 97
16831
zach-snell
jtk Claim 1
Jira CLI & MCP Server — dual-mode Go binary for Jira Cloud with 9 tools, 4 prom…
F 25 55 72 70 66 77 40
16832
HypelivebytheHYPER
Hype Dash Claim 1 2
Production-ready TypeScript SDK with MCP server for creating and managing Lark/…
F 25 66 90 43 0 71 77 93
16833
w-jeon
Google Drive MCP Server Claim 2 4
Integrates with Google Drive to enable listing, reading, and searching over fil…
F 25 55 78 60 18 78 100
16834
dynstat
MCP Server Demo Claim 1
A simple demonstration project for the Model Control Protocol (MCP) server that…
F 25 55 66 27 46 78 92
16835
Miles0sage
Enables AI agents to interact with Twitter/X through Playwright browser automat…
F 25 54 64 0 N/A 45 87 98
16836
genm
SwitchBot Server Claim 1 2
Control SwitchBot devices with your AI assistant.
F 25 54 78 67 N/A 38 90 88
16837
ecmulli
Aspen Catalog MCP Claim 1
Enables AI clients to search Aspen Discovery library catalogs and check real-ti…
F 25 55 76 73 35 80 90
16838
feriadosapi
feriadosapi Claim 1
Feriados Brasileiros direto no seu agente de IA, consulte feriados nacionais, e…
F 25 66 90 80 96 76 82 94
16839
holon-run
webmcp-bridge Claim 1
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
F 25 55 96 67 N/A 69 82 93
16840
jackdark425
aigroup-mdtoword-mcp Claim 1 2
本地 Markdown 到 Word 文档转换工具,支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持,修复本地相对路…
F 25 55 80 100 N/A 58 90 56
16841
aigo666
A powerful Model Context Protocol framework that extends Cursor IDE with tools …
F 25 55 84 68 59 78 89
16842
hawkli-1994
MCP4Meme Claim 1
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
F 25 55 56 41 30 80 96
16843
ynu
MCP-YNU FastMCP Server Claim 2 3
A dynamic MCP server implementation that automatically loads tools, resources, …
F 25 55 60 25 47 77 62
16844
tianqitang1
enrichr-mcp-server Claim 2 4
A MCP server that provides gene set enrichment analysis using the Enrichr API
F 25 55 69 60 42 80 90
16845
mustafa-boorenie
Twilio SMS Server Claim 2
Enables AI assistants to send SMS messages via Twilio through the Model Context…
F 25 55 62 62 42 76 100
16846
402md
@402md/mcp Claim 2 3
An MCP server that transforms SKILL.md files into executable tools for AI agent…
F 25 55 63 0 35 74 94
16847
kongyo2
eve-online-mcp Claim 1
このMCPサーバーは、EVE Onlineのマーケットデータにアクセスするためのインターフェースを提供します。ESI(EVE Swagger Interfac…
F 25 55 76 72 47 78 100
16848
mmarqueti
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
F 25 55 84 70 35 76 95
16849
sshh12
mcp-demo Claim 2
URL MCP is a proof of concept stateless MCP server builder that allows users to…
F 25 55 74 31 N/A 39 76 71 HT
16850
BandaruDheeraj
Enables AI assistants to access TestFlight beta tester feedback, including scre…
F 25 55 70 68 35 76 99
Showing 16801–16850 of 66502 servers
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