MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14101
jonemo
A thin wrapper around the OpenPyXl Python library that exposes Excel file opera…
D 54 64 66 26 0 56 95 88
14102
henryhawke
This tool is a cutting-edge memory engine that blends real-time learning, persi…
D 54 66 90 10 0 60 80 89
14103
gooboot
MCP-BOS Claim
A modular, extensible Model Context Protocol server framework designed for Clau…
D 54 55 60 26 20 81 77
14104
TanayPhatak
A Model Context Protocol server that provides stock technical analysis tools (m…
D 54 55 39 33 23 81 92
14105
alonehobo
Provides storage, searching, and retrieval of 1C (BSL) code templates with a bu…
D 54 55 60 35 25 80 65
14106
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
14107
rohanpatriot
An MCP server that converts Cursor agent plans into structured markdown task li…
D 54 54 39 22 N/A 39 90 86
14108
GHjiejie
My MCP Server Claim
A comprehensive MCP server providing arithmetic tools, dynamic file resources f…
D 54 55 60 50 N/A 31 87 33
14109
gghammer
MCP J-Link Server Claim 1
Enables AI to directly control SEGGER J-Link embedded debug probes via the Mode…
D 54 54 48 38 N/A 27 92 61
14110
DebMs123
A server implementing the Model Context Protocol (MCP) that delivers jokes upon…
D 54 66 48 55 0 44 81 100
14111
samhains
Enables image captioning and analysis through natural language by processing im…
D 54 55 46 82 26 81 22
14112
hamchowderr
A template for deploying MCP servers on Vercel with example tools for rolling d…
D 54 66 54 53 0 42 81 98
14113
wangmhaha
ApiFox MCP Server Claim
A server that enables accessing and managing ApiFox API information through the…
D 54 55 56 36 25 81 66
14114
ca-risken
risken Claim
RISKEN's official MCP Server
D 54 55 62 42 52 85 26
14115
AkhrHysd
A Model Context Protocol server that interfaces with PokeAPI to provide Pokémon…
D 54 55 39 52 21 81 70
14116
bankszach
A minimal Model Context Protocol server built with FastAPI that provides a basi…
D 54 55 48 22 21 81 94
14117
haichaozheng
A Model Control Protocol (MCP) based service that allows users to query weather…
D 54 55 62 40 24 81 51
14118
rhabraken
MCP-Python Claim 1
A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite da…
D 54 55 54 23 20 81 88
14119
Dinesh-Satram
A comprehensive AI-powered fitness tracking application that enables AI tools t…
D 54 66 72 33 0 43 81 96
14120
burkeholland
Generates VS Code installation buttons and markdown badges for MCP servers, sup…
D 54 66 72 58 0 20 81 88
14121
punkpeye
test Claim
test
D 54 55 56 32 43 81 58
14122
charris-msft
Enables querying Azure retail pricing information, comparing costs across regio…
D 54 66 90 33 0 21 80 90
14123
xiaobenyang-com
IP-Search Claim
Relying on a global honeypot network and an IP intelligence analysis platform b…
D 54 64 72 68 0 45 95 39
14124
AgentHotspot
AgentHotspot Claim
Search thousands of MCP connectors from the AgentHotspot marketplace via your A…
D 54 66 64 33 0 56 83 98
14125
Hritik003
LinkedIn MCP Server Claim 1
A Model Context Protocol server that enables seamless interaction with LinkedIn…
D 54 55 39 33 24 81 94
14126
turnono
Discover statistical indicators and topics in Data Commons. Retrieve observatio…
D 54 66 74 57 0 25 81 84
14127
BACH-AI-Tools
Enables access to comprehensive LinkedIn data, including professional profile d…
D 54 55 50 57 45 76 36
14128
vincent623
Extracts content from articles, URLs, and images (via OCR), then generates inte…
D 54 66 72 63 0 21 81 81
14129
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
14130 D 54 55 60 30 16 80 73
14131
vitamin3615
An MCP server that enables language models to fetch protein information from th…
D 54 55 45 18 34 81 96
14132
At0mXploit
Trackor Claim
Enables users to track and manage personal expenses through natural language, i…
D 54 66 66 51 0 27 81 100
14133
ravinwebsurgeon
Enables AI assistants to interact with DataForSEO APIs and obtain SEO data incl…
D 54 64 72 68 0 49 95 33
14134
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
14135
xiaobenyang-com
JSON-RPC Claim
A Model Context Protocol (MCP) server based on OpenRPC, providing JSON-RPC func…
D 54 64 72 42 0 45 95 68
14136
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
14137
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
14138
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
14139
el-el-san
Vidu MCP Server Claim
A server that enables generating videos from static images using Vidu's AI mode…
D 54 66 56 58 0 43 81 89
14140
motok2031
Enables AI agents to access paid content by integrating cryptocurrency payments…
D 54 66 66 60 0 21 81 91
14141
alexey-max-fedorov
An MCP server that enables interaction with iCloud Calendars via the CalDAV pro…
D 54 55 53 0 43 81 100
14142
ToolOracle
Reserve Asset Intelligence MCP — live gold/silver prices as ES256K-signed evide…
D 54 55 66 0 25 81 97
14143
webworn
LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic que…
D 54 54 66 27 N/A 39 87 44 C
14144
aigile-era
Enables searching the TR Dizin (Turkish Academic Index) database for publicatio…
D 54 55 48 36 15 81 83
14145
funtuan
Enables searching and querying Taiwan government open datasets from data.gov.tw…
D 54 66 68 72 0 21 81 77
14146
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
14147
Kulraj69
Provides job search capabilities including analyzing job descriptions, fetching…
D 54 66 54 72 0 39 81 80
14148
arjunkmrm
Greet people by name with friendly, customizable messages. Toggle Pirate Mode t…
D 54 66 56 57 0 31 83 97
14149
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
14150
catherinedparnell
Finnhub MCP Server Claim 2
This server provides an interface with the Finnhub API, enabling users to obtai…
D 54 55 56 20 18 80 93
Showing 14101–14150 of 66502 servers
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