MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7001
pongsapakl
Enables management of Apple Reminders on macOS, including creating, updating, a…
B 71 5⁄4 ◉ ⏳ 76 38 N/A 47 95 95
7002
jaipandya
MCP server for Product Hunt. Interact with trending posts, comments, collection…
B 71 5⁄4 ◉ ⏳ 57 73 N/A 31 92 98
7003
hachecito
Odoo MCP Improved ⚡ Claim
A comprehensive implementation of the Model Context Protocol for Odoo ERP syste…
B 71 5⁄5 ◉ ⏳ 72 66 — 49 81 82
7004
EmilLindfors
mcp Claim 1
A crate for making MCP (Model Context Protocol) compatible programs with rust
B 71 5⁄4 ◉ ⏳ 72 68 N/A 24 90 89
7005
fyimail
WhatsApp Web MCP ⚡ Claim
A bridge that connects WhatsApp Web to AI models using the Model Context Protoc…
B 71 5⁄5 ◉ ⏳ 78 46 — 46 80 100
7006
deepakkumardewani
Generates harmonious color schemes for design projects using The Color API, off…
B 71 5⁄5 ◉ ⏳ 72 62 — 27 83 100
7007
Akungapaul
Enables management of WordPress posts and pages including creating, updating, d…
B 71 5⁄5 ◉ ⏳ 82 65 — 24 81 89
7008
Vic563
Provides Minesweeper game functionality through the Model Context Protocol, all…
B 71 5⁄5 ◉ ⏳ 84 83 N/A 23 95 51
7009
CoderGamester
mcp-unity ⚡ Claim 1
MCP Server for Unity3d Game Engine integration for game development
B 71 5⁄4 ◉ ⏳ 73 33 N/A 69 95 87
7010
kentaroajisaka
labor-law-mcp ⚡ Claim
Provides access to Japanese labor and social insurance laws and administrative …
B 71 5⁄4 ◉ ⏳ 60 65 — 55 94 77
7011
kodaimaehata
Enables code review through Cursor CLI integration with GPT-5. Provides a curso…
B 71 5⁄5 ◉ ⏳ 66 100 N/A 41 95 41
7012
raptor7197
Enables integration of local LLM capabilities with MCP-compatible clients like …
B 71 5⁄4 ◉ ⏳ 90 53 N/A 23 90 83
7013
google-gemini
gemini-cli Claim
An open-source AI agent that brings the power of Gemini directly into your term…
B 71 5⁄4 ◉ ⏳ 96 25 N/A 88 95 51
7014
progamesigner
Enables LLMs to search for keywords and fetch full page content from Wikipedia …
B 71 5⁄5 ◉ ⏳ 68 52 — 58 83 93
7015
rossshannon
Provides LLMs with read-only access to search, filter, and retrieve bookmark me…
B 71 5⁄5 ◉ ⏳ 68 71 — 47 81 84
7016
Crossmint
Enables AI agents to programmatically purchase physical and virtual goods from …
B 71 5⁄4 ◉ ⏳ 62 70 N/A 29 95 93
7017
netalees
Enables autonomous agents to discover and bid on unused LLM token quota through…
B 71 5⁄5 ◉ ⏳ 80 46 — 43 83 97
7018
jeongsukwak
mcp-server ⚡ Claim
B 71 5⁄4 ◉ ⏳ 66 72 N/A 32 91 85
7019
gourraguis
A server that allows AI agents and clients to programmatically capture screensh…
B 71 5⁄5 ◉ ⏳ 78 82 N/A 57 95 35
7020
bahfahh
A simple server that provides basic mathematical operations (sum and subtractio…
B 71 5⁄5 ◉ ⏳ 84 58 — 23 81 98
7021
ethancod1ng
Bybit MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI coding tools like Claude Code a…
B 71 5⁄4 ◉ ⏳ 79 51 N/A 25 90 97
7022
Monsoft-Solutions
Allow to manage Issues and Project on Github
B 71 5⁄5 ◉ ⏳ 72 72 — 37 76 88
7023
wise-vision
ros2_mcp Claim
Advanced MCP Server ROS 2 bridging AI agents straight into robotics
B 71 5⁄5 ◉ ⏳ 90 25 N/A 69 80 90
7024
anshika1109
An MCP server that provides real-time stock market data and price comparisons f…
B 71 5⁄5 ◉ ⏳ 79 56 — 27 82 100
7025
kstonekuan
Enables Claude Code to send notifications to Discord channels via webhooks when…
B 71 5⁄5 ◉ ⏳ 72 62 — 46 81 91
7026
jspv
Enables users to perform Google Custom Search queries through the Model Context…
B 71 5⁄5 ◉ ⏳ 88 43 — 43 81 92
7027
vlad-ds
Maccy Clipboard MCP ⚡ Claim 1
An MCP server that gives Claude and other AI assistants access to your Maccy cl…
B 71 5⁄4 ◉ ⏳ 79 56 N/A 20 95 94
7028
Ray0907
arXiv MCP Server ⚡ Claim
Enables searching and retrieving academic papers from arXiv with support for ad…
B 71 5⁄5 ◉ ⏳ 76 56 — 45 80 91
7029
upstackjade
Craft MCP Server ⚡ Claim 1
A lightweight MCP server providing read access to craft.io workspaces and items…
B 71 5⁄5 ◉ ⏳ 78 60 — 29 82 98
7030
cskwork
A BM25-based MCP server that enables document search and retrieval across struc…
B 71 5⁄5 ◉ ⏳ 84 57 — 24 82 95
7031
lordbasilaiassistant-sudo
MCP server for AI agents to deploy ERC-20 tokens on Base with zero gas fees via…
B 71 5⁄4 ◉ ⏳ 57 75 N/A 34 90 95
7032
mattreya
Playwright MCP ⚡ Claim 1
Enables LLMs to perform browser automation and web page interactions using Play…
B 71 5⁄5 ◉ ⏳ 62 100 — 52 81 52
7033
michalnaka
A Model Context Protocol server that enables downloading and parsing Substack p…
B 71 5⁄5 ◉ ⏳ 75 100 N/A 22 95 45
7034
crazyrabbitLTC
Analyzes codebases using Repomix and LLMs to provide structured code reviews wi…
B 71 5⁄5 ◉ ⏳ 86 57 — 34 76 93
7035
nk3750
jitapi ⚡ Claim
Dynamic API discovery and execution from OpenAPI specs. Uses semantic search an…
B 71 5⁄4 ◉ ⏳ 96 41 — 29 83 93
7036
pbandreddy
Provides programmatic access to BlazeMeter's performance testing platform throu…
B 71 5⁄5 ◉ ⏳ 78 71 — 23 81 91
7037
imatrixme
PocketBase MCP Server ⚡ Claim 2
Manage your PocketBase databases effortlessly. Perform advanced database operat…
B 71 5⁄5 ◉ ⏳ 86 62 N/A 39 71 88
7038
JDeun
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
B 71 5⁄5 ◉ ⏳ 70 71 — 37 81 90
7039
WhenYouAreStrange
goodbook-mcp ⚡ Claim
A modern Model Context Protocol (MCP) server that works exclusively with PDF fi…
B 71 5⁄5 ◉ ⏳ 78 91 N/A 23 95 48
7040
Sheepion
Enables AI assistants to load, parse, and query OpenAPI/Swagger documentation f…
B 71 5⁄5 ◉ ⏳ 72 68 — 21 82 100
7041
Shengwang-Community
A document-based MCP server that supports keyword searching and content retriev…
B 71 6⁄6 ◉ ⏳ 60 68 78 36 81 100
7042
samihalawa
Enables AI assistants to automate Next.js development including project scaffol…
B 71 5⁄4 ◉ ⏳ 54 62 N/A 41 95 100
7043
oeo
Enables crawling and extracting clean content from documentation websites with …
B 71 5⁄5 ◉ ⏳ 90 56 — 23 80 92
7044
chacebot
MCP Xcode Server ⚡ Claim 2
An MCP server that provides tools for programmatically interacting with Xcode p…
B 71 5⁄4 ◉ ⏳ 71 50 N/A 46 87 99
7045
jianchundev
Enables AI agents to access real-time Binance cryptocurrency market data includ…
B 71 5⁄5 ◉ ⏳ 60 68 — 50 82 93
7046
nahmanmate
Enables enterprise-grade authentication management with secure credential handl…
B 71 5⁄5 ◉ ⏳ 78 56 — 38 80 95
7047
atarkowska
fastmcp-pdftools ⚡ Claim 1
An MCP server that provides [describe what your server does]
B 71 5⁄5 ◉ ⏳ 29 82 N/A 64 95 90
7048
Imsxm15
AIO-Osint ⚡ Claim
All in one Osint tools
B 71 5⁄4 ◉ ⏳ 90 28 N/A 37 95 99
7049
lordbasilaiassistant-sudo
MCP server to scan smart contracts on Base for honeypots, rug pulls, and vulner…
B 71 5⁄5 ◉ ⏳ 72 100 N/A 34 95 40
7050
cnkanwei
mcp-server-echart ⚡ Claim
基于 mcp-go 框架构建的 mcp 服务,它提供了一个能动态生成 ECharts 图表页面的工具。
B 71 5⁄4 ◉ ⏳ 66 58 N/A 44 95 88 HT
Showing 7001–7050 of 69052 servers
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