MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14201
Jehan26
GitHub MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
D 54 55 33 30 28 80 100
14202
englishar
Enables access to comprehensive surf forecasts from Surfline including current …
D 54 66 56 66 0 25 81 97
14203
sitebay
SiteBay MCP Server Claim
Enables management of WordPress sites hosted on SiteBay platform through natura…
D 54 66 88 10 0 52 81 98
14204
Mouseminar
Guokao MCP Claim
Enables intelligent querying and matching of 2025 Chinese civil service examina…
D 54 55 48 33 19 81 87
14205
xhpxhpxhp
Enables downloading watermark-free videos from platforms like Douyin, TikTok, a…
D 54 54 60 33 N/A 40 87 47
14206
HappyPathway
A standardized foundation for building Model Context Protocol servers that inte…
D 54 54 30 25 N/A 21 95 99
14207
aryaminus
Enables searching and analyzing H-1B visa sponsoring companies using U.S. Depar…
D 54 66 76 33 0 44 81 91
14208
mizuka-wu
mihome-mcp Claim 1
An MCP server based on the Mastra framework for controlling Xiaomi Mi Home smar…
D 54 66 69 45 0 30 81 100
14209
daerda
mcp-audit Claim
A frontend security dependency auditing tool that identifies vulnerabilities in…
D 54 55 56 53 30 81 42
14210
motok2031
Enables AI agents to access paid content by integrating cryptocurrency payments…
D 54 66 66 60 0 21 81 91
14211
Tsubaki414
toolfi Claim
Open API Marketplace for AI Agents. Crypto data tools with USDC payments on Bas…
D 54 66 84 42 0 30 78 88
14212
kazuph
MCP-Devin Claim
A TypeScript MCP server that integrates Devin AI with Slack, allowing users to …
D 54 66 78 47 0 22 81 88
14213
gooboot
MCP-BOS Claim
A modular, extensible Model Context Protocol server framework designed for Clau…
D 54 55 60 26 20 81 77
14214 D 54 55 60 30 16 80 73
14215
DebMs123
A server implementing the Model Context Protocol (MCP) that delivers jokes upon…
D 54 66 48 55 0 44 81 100
14216
punkpeye
test Claim
test
D 54 55 56 32 43 81 58
14217
ophir-protocol
Ophir Claim
Discover service providers across any category, negotiate pricing automatically…
D 54 66 96 10 0 48 81 91
14218
wilsonchenghy
ShaderToy-MCP Claim 1
MCP Server for ShaderToy, a site where people share GLSL shader. This MCP serve…
D 54 55 33 32 38 81 90
14219
vnikhilbuddhavarapu
Enables interaction with Mattermost workspaces to manage channels, messages, th…
D 54 55 60 0 30 81 99
14220
mapbox
Mapbox MCP Server Claim
Provides geospatial intelligence to AI agents through Mapbox APIs, enabling geo…
D 54 66 86 10 0 88 73 83
14221
whale-professor
MCP server for 3D AI Studio — generate 3D models from text or images using Huny…
D 54 66 59 67 0 41 67 95
14222
henryhawke
This tool is a cutting-edge memory engine that blends real-time learning, persi…
D 54 66 90 10 0 60 80 89
14223
TanayPhatak
A Model Context Protocol server that provides stock technical analysis tools (m…
D 54 55 39 33 23 81 92
14224
jonemo
A thin wrapper around the OpenPyXl Python library that exposes Excel file opera…
D 54 64 66 26 0 56 95 88
14225
vitamin3615
An MCP server that enables language models to fetch protein information from th…
D 54 55 45 18 34 81 96
14226
xspadex
bilibili-mcp Claim
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them v…
D 54 54 42 25 N/A 24 92 88
14227
Kulraj69
Provides job search capabilities including analyzing job descriptions, fetching…
D 54 66 54 72 0 39 81 80
14228
webworn
LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic que…
D 54 54 66 27 N/A 39 87 44 C
14229
whistlegraph
MCP server for aesthetic.computer - publish JavaScript, KidLisp art, and clock …
D 54 64 63 35 0 55 83 97
14230
monotime
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
D 54 66 66 60 0 21 81 91
14231
kiss-kedaya
Crypto MCP Claim
A cryptocurrency price query service based on Model Context Protocol that provi…
D 54 55 54 28 18 78 86
14232
arikusi
deepseek-mcp-server Claim 1
MCP server for DeepSeek AI with chat, reasoning, multi-turn sessions, function …
D 54 66 81 10 0 84 72 92
14233
haichaozheng
A Model Control Protocol (MCP) based service that allows users to query weather…
D 54 55 62 40 24 81 51
14234
shadowfax92
MCP Apple Reminders Claim 2
A Model Context Protocol server that enables AI assistants to interact with App…
D 54 55 39 82 N/A 20 95 21
14235
longbowzz
A Model Context Protocol server that converts SVG code to PNG images, offering …
D 53 54 41 37 N/A 16 92 75
14236
chuangsiaihub
Provides real-time content security for large language models by identifying an…
D 53 66 48 67 0 41 80 84
14237
Fewsats
Agora MCP Claim 1
An MCP server that connects AI assistants to SearchAgora, enabling users to sea…
D 53 55 43 22 27 80 94
14238
diegogfhjk
InventarioDB Claim
A small MCP server that manages a product inventory using SQLite, providing CRU…
D 53 54 42 32 N/A 21 95 73
14239
fgasparetto
ChipsNews MCP Server Claim 1
MCP server for ChipsNews — manage news sources, articles, and triggers
D 53 66 55 56 0 47 70 96
14240
ow-enj
An MCP server that automatically transcribes video content and burns stylized c…
D 53 66 45 72 0 25 81 96
14241
stucchi
MCP Advisor Claim
Browse, search, and discover MCP servers from your AI assistant
D 53 64 48 40 0 47 95 98
14242
ALAPI-SDK
mcp-alapi-cn Claim
这是一个基于 ALAPI 的 MCP (Model Control Protocol) 服务器实现,可以通过MCP协议直接调用ALAPI的接口
D 53 66 66 41 0 61 81 76
14243
saidsurucu
Marka Patent MCP Claim
Enables LLMs to search and retrieve detailed information from the Turkish Paten…
D 53 66 60 10 47 28 76 94
14244
augmnt
mcp Claim
Augments MCP Server - A comprehensive framework documentation provider for Clau…
D 53 66 66 33 0 56 81 89
14245
fishcoderman
Enables users to measure, track, and compare response times of GitHub Copilot a…
D 53 54 42 23 N/A 16 92 88
14246
lxy2109
instant-meshes-mcp Claim 1
An MCP server for 3D model processing that provides automated retopology, decim…
D 53 54 39 28 N/A 16 84 94
14247
arjunkmrm
arjunkmrm-ahoy2 Claim
Create friendly greetings by name, with an optional pirate tone. Explore the or…
D 53 66 56 57 0 21 82 100
14248
Fu-Jie
MCP-OPENAPI-DOCX Claim
Enterprise-grade document editing and management server that enables AI-powered…
D 53 66 42 63 0 50 82 90
14249
sigaihealth
The RealVest MCP (Model Context Protocol) server enables AI assistants like Cla…
D 53 66 72 67 0 53 81 44
14250
clarenous
VeyraX MCP Claim
Provides unified access to all tools integrated with the VeyraX platform throug…
D 53 66 68 53 0 25 80 88
Showing 14201–14250 of 66502 servers
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