MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12001
helenkwok
Fragment MCP Server ⚡ Claim 1
A Model Context Protocol server that enables working with Building Information …
C 62 5⁄5 ◉ ⏳ 47 52 — 46 81 88
12002
gregm711
Enables AI agents to check domain availability, purchase domains via Stripe, an…
C 62 6⁄6 ◉ ⏳ 78 66 0 45 82 100
12003
Sinan-Abbas07
A Model Context Protocol server that delivers jokes on demand, allowing users t…
C 62 5⁄5 ◉ ⏳ 33 55 — 46 82 100
12004
msageryd
mcp-macos-utils ⚡ Claim 2
An MCP server that enables AI assistants to send native macOS notifications wit…
C 62 5⁄5 ◉ ⏳ 63 83 N/A 21 89 36
12005
block-town
MCP Gateway ⚡ Claim
Reduces LLM context window overhead by proxying multiple MCP servers through a …
C 62 5⁄5 ◉ ⏳ 72 36 — 34 80 81
12006
rainbowgore
Stealthee MCP ⚡ Claim
Enables detection and analysis of pre-public product launches through web searc…
C 62 6⁄6 ◉ ⏳ 78 71 0 48 81 91
12007
stonesteel84
프로젝트를 빠르게 시작하세요—TypeScript 보일러플레이트가 예제 도구와 리소스를 기본 제공합니다. 계산, 인사, 시간 조회, 이미지 생성…
C 62 5⁄5 ◉ ⏳ 60 82 N/A 29 95 32
12008
ajot
Enables domain availability checking through dual verification using WHOIS look…
C 62 5⁄5 ◉ ⏳ 66 36 — 19 82 100
12009
mhzarem
OneNote MCP Server ⚡ Claim
Enables Claude to read and write to local Microsoft OneNote notebooks by parsin…
C 62 5⁄4 ◉ ⏳ 60 30 N/A 29 87 100
12010
AlexanderCohen
A deployable Model Context Protocol server on Cloudflare Workers that allows LL…
C 62 5⁄5 ◉ ⏳ 48 66 — 26 84 82
12011
rohan-k18
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
C 62 5⁄5 ◉ ⏳ 48 70 — 24 81 80
12012
SzeMeng76
MCP Time Server ⚡ Claim
Provides time zone management utilities including retrieving current time in an…
C 62 5⁄5 ◉ ⏳ 48 57 — 38 83 84
12013
HasnainAli47
TOON MCP Server ⚡ Claim 1
Converts JSON data and system prompts to and from TOON (Token-Oriented Object N…
C 62 5⁄5 ◉ ⏳ 62 36 — 40 84 85
12014
vish288
An MCP server that extends Jira and Confluence with tools for issue management,…
C 62 6⁄4 ◉ ⏳ 72 66 0 78 77 90
12015
larasrinath
BLS MCP ⚡ Claim 1
Enables users to query U.S. labor statistics, including employment, CPI, and wa…
C 62 5⁄5 ◉ ⏳ 70 0 — 64 84 98
12016
abelljs
abell Claim
AI tools related to Abell. Currently includes MCP of Abell
C 62 6⁄4 ◉ ⏳ 60 55 0 82 95 93
12017
Muzain187
TG_MCP ⚡ Claim
A lightweight Python interface that exposes TigerGraph database operations as s…
C 62 5⁄5 ◉ ⏳ 72 22 — 40 76 97
12018
antoinedelorme
kweenkl-mcp ⚡ Claim
Push notifications for AI agents - send instant iPhone notifications from any M…
C 62 6⁄6 ◉ ⏳ 78 66 0 55 81 92
12019
BACH-AI-Tools
Provides Chinese traditional calendar functions including BaZi calculation, sol…
C 62 5⁄5 ◉ ⏳ 56 31 — 47 82 97
12020
moneypiaorui
ROS MCP Server ⚡ Claim
Enables control of ROS/ROS2 robots through natural language commands by transla…
C 62 5⁄5 ◉ ⏳ 60 37 — 45 81 85
12021
zebbern
Zebbern Kali MCP ⚡ Claim 2
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
C 62 5⁄4 ◉ ⏳ 67 40 N/A 30 76 89
12022
sawzhang
An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI…
C 62 5⁄5 ◉ ⏳ 72 37 — 29 81 86
12023
githejie
This server enables LLMs to use calculator for precise numerical calculations
C 62 5⁄4 ◉ ⏳ 62 22 N/A 50 87 94
12024
qqzhangyanhua
Provides real-time stock information for Chinese A-shares and US stocks using t…
C 62 5⁄5 ◉ ⏳ 48 62 — 24 78 91
12025
dangvinh
MCP OCR Server Claim 1
High-performance OCR server using native Tesseract (C++) for text extraction fr…
C 62 5⁄4 ◉ ⏳ 39 27 N/A 69 92 94
12026
KelvinQiu802
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
C 62 5⁄5 ◉ ⏳ 48 62 — 24 81 87
12027
SarthakS97
Enables Claude Desktop to interact with Google Sheets through the Sheeter API, …
C 62 6⁄6 ◉ ⏳ 90 71 0 23 81 98
12028
SPAIK-io
Enables AI-powered ROI prediction and tracking with Monte Carlo simulations, Du…
C 62 5⁄5 ◉ ⏳ 72 65 — 52 80 35
12029
ampcome-mcps
pure.md MCP Server ⚡ Claim
Enables AI assistants to reliably fetch web content as markdown and search the …
C 62 5⁄5 ◉ ⏳ 54 68 — 23 81 76
12030
mindfullabai
Integrates the YearAtAGlance calendar with AI assistants, enabling natural lang…
C 62 6⁄6 ◉ ⏳ 90 62 0 31 81 100
12031
KennyKang7012
MCP Weather Server ⚡ Claim
Provides real-time weather information and 5-day forecasts for cities worldwide…
C 62 5⁄5 ◉ ⏳ 72 46 — 21 81 78
12032
sdelements
Devici MCP Server ⚡ Claim
Enables interaction with the Devici API for managing threat models, security co…
C 62 5⁄5 ◉ ⏳ 60 82 — 37 81 39
12033
stanfrbd
MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.
C 62 5⁄5 ◉ ⏳ 53 22 N/A 70 82 94
12034
jeromewoody
Enables interaction with FreshRSS RSS feed readers through the Google Reader co…
C 62 5⁄5 ◉ ⏳ 60 43 — 23 80 99
12035
JesusDavidQuarksoft
An MCP server that integrates SAST, DAST, and SCA security tools to enable AI-d…
C 62 5⁄5 ◉ ⏳ 63 33 — 50 76 87
12036
temiedani
YouTube MCP Server ⚡ Claim
Enables AI models to interact with YouTube content through video search, channe…
C 62 5⁄5 ◉ ⏳ 60 41 — 23 80 99
12037
nyudenkov
openapi-mcp-proxy ⚡ Claim 1
An MCP server that provides tools for exploring large OpenAPI schemas without l…
C 62 6⁄6 ◉ ⏳ 81 62 0 46 81 100
12038
FuzzyCZX
A Model Context Protocol server implementation that enables real-time data comm…
C 62 5⁄4 ◉ ⏳ 45 62 N/A 19 95 84
12039
xixuer
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 5⁄5 ◉ ⏳ 48 68 — 21 81 83
12040
Baronco
A Model Context Protocol server that allows AI assistants to discover, load, an…
C 62 5⁄4 ◉ ⏳ 45 52 N/A 25 90 95
12041
donghunee
Basic MCP Server ⚡ Claim
A minimal demonstration MCP server showcasing basic tools, resources, and promp…
C 62 5⁄5 ◉ ⏳ 66 50 — 26 81 81
12042
ikhyunAn
Enables users to create, manage, and analyze investment portfolios with real-ti…
C 62 5⁄5 ◉ ⏳ 72 36 — 22 80 91
12043
y-moriya
A sample Model Context Protocol server built with Hono framework that provides …
C 62 5⁄4 ◉ ⏳ 60 51 N/A 24 95 71
12044
dreamingms
16 AI-native tools with dual SSE + streamable-http transport. Free tier availab…
C 62 6⁄6 ◉ ⏳ 94 53 0 50 81 95
12045
JunkaiWang-TheoPhy
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 5⁄5 ◉ ⏳ 48 67 — 21 81 84
12046
rupesh-github01
MCP Server Basic ⚡ Claim
A basic MCP server example that provides simple arithmetic tools (addition and …
C 62 5⁄4 ◉ ⏳ 66 27 N/A 24 95 94
12047
antonscap
MCP Server Sample ⚡ Claim
An educational implementation of a Model Context Protocol server that demonstra…
C 62 5⁄4 ◉ ⏳ 48 30 N/A 42 94 100
12048
coleam00
MCP-Mem0 ⚡ Claim 1
A Model Context Protocol server that provides AI agents with persistent memory …
C 62 5⁄5 ◉ ⏳ 57 32 — 46 81 95
12049
luchiniatwork
Provides intelligent web search capabilities using OpenAI's Web Search API with…
C 62 5⁄5 ◉ ⏳ 72 36 — 30 81 84
12050
aninibread
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 62 5⁄5 ◉ ⏳ 48 70 — 24 81 81
Showing 12001–12050 of 69111 servers
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