MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14101
agusain2001
Enables AI-powered generation of educational content including multiple-choice …
D 54 5⁄5 ◉ ⏳ 54 26 — 16 82 89
14102
mfang0126
Hello MCP Server ⚡ Claim
A simple MCP server that provides a basic greeting tool and serves as a starter…
D 54 6⁄6 ◉ ⏳ 54 62 0 26 81 100
14103
tatsuyamiyazaki
copilot-usage-mcp ⚡ Claim 1
An MCP server that retrieves GitHub Copilot usage metrics and seat assignment d…
D 54 5⁄5 ◉ ⏳ 47 0 — 55 82 97
14104
HappyPathway
A standardized foundation for building Model Context Protocol servers that inte…
D 54 5⁄4 ◉ ⏳ 30 25 N/A 21 95 99
14105
kiss-kedaya
Crypto MCP Claim
A cryptocurrency price query service based on Model Context Protocol that provi…
D 54 5⁄5 ◉ ⏳ 54 28 — 18 78 86
14106
devbrother2024
A boilerplate project for quickly developing MCP servers using TypeScript SDK, …
D 54 6⁄4 ◉ ⏳ 66 73 0 26 95 58
14107
At0mXploit
Trackor ⚡ Claim
Enables users to track and manage personal expenses through natural language, i…
D 54 6⁄6 ◉ ⏳ 66 51 0 27 81 100
14108
Tsubaki414
toolfi Claim
Open API Marketplace for AI Agents. Crypto data tools with USDC payments on Bas…
D 54 6⁄6 ◉ ⏳ 84 42 0 30 78 88
14109
amansingh0311
This server enables semantic search capabilities using Qdrant vector database a…
D 54 5⁄5 ◉ ⏳ 48 25 — 17 80 95
14110
elinsky
Enables AI-native task and project management through natural language conversa…
D 54 6⁄4 ◉ ⏳ 84 28 0 26 95 88
14111
ParseDark
A FastMCP-based server that provides tools for analyzing stock market data, inc…
D 54 5⁄5 ◉ ⏳ 54 28 — 19 81 84
14112
zubi-wiz
regmd-mcp ⚡ Claim 2
An MCP server for regMD that provides global medical device regulatory intellig…
D 54 5⁄5 ◉ ⏳ 55 0 — 45 81 93
14113
cwilby
SQL Server MCP ⚡ Claim 1
A Model Context Protocol server that enables AI assistants (Cursor, Windsurf, C…
D 54 6⁄6 ◉ ⏳ 53 56 0 46 81 96
14114
mastergo-design
MasterGo Magic MCP ⚡ Claim
Connects AI models to MasterGo design tools, enabling retrieval of DSL data, co…
D 54 6⁄6 ◉ ⏳ 60 66 0 35 76 88
14115
mind-protocol
A template for deploying MCP servers on Vercel with serverless functions. Inclu…
D 54 6⁄6 ◉ ⏳ 54 53 0 42 81 98
14116
giptilabs
Provides access to real-time and historical Indian stock data via Yahoo Finance…
D 54 6⁄6 ◉ ⏳ 84 43 0 21 81 91
14117
SmartBear
Swagger MCP ⚡ Claim 3
MCP server for AI access to Swagger by SmartBear.
D 54 6⁄4 ◉ ⏳ 77 32 0 83 63 78
14118
xspadex
bilibili-mcp ⚡ Claim
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them v…
D 54 5⁄4 ◉ ⏳ 42 25 N/A 24 92 88
14119
SannketNikam
Demo MCP Server ⚡ Claim
A simple demonstration MCP server that provides basic utility tools including d…
D 54 5⁄5 ◉ ⏳ 50 25 — 24 81 88
14120
vaheandonians
MY MCP ⚡ Claim
A template MCP server that provides a basic structure and configuration for bui…
D 54 5⁄5 ◉ ⏳ 34 30 — 27 81 100
14121
mapbox
Enables AI assistants to interact with Mapbox developer APIs for style manageme…
D 54 6⁄6 ◉ ⏳ 86 10 0 80 73 89
14122
TheFloatingString
Enables language models to perform hardware engineering tasks including CAD par…
D 54 5⁄5 ◉ ⏳ 54 15 — 26 81 90
14123
ELISHA1994
An MCP server that exposes SQLite database operations as tools, enabling natura…
D 54 5⁄5 ◉ ⏳ 57 27 — 16 81 83
14124
mizuka-wu
mihome-mcp Claim 1
An MCP server based on the Mastra framework for controlling Xiaomi Mi Home smar…
D 54 6⁄6 ◉ ⏳ 69 45 0 30 81 100
14125
minchae-me
A demonstration server that automatically generates Model Context Protocol (MCP…
D 54 5⁄5 ◉ ⏳ 54 50 — 18 81 59
14126
lennonconstantino
A sophisticated MCP server that provides intelligent customer service for a Bra…
D 54 5⁄5 ◉ ⏳ 56 25 — 18 76 91
14127
mailpace
An MCP server implementation that allows sending emails over MailPace's fast tr…
D 54 6⁄6 ◉ ⏳ 51 71 0 45 78 82
14128
pangxie231
PS-MCP ⚡ Claim
An AI-driven integration server that enables natural language control of Adobe …
D 54 5⁄4 ◉ ⏳ 42 25 N/A 30 95 80
14129
alxspiker
A secure Model Context Protocol server that allows AI models to safely interact…
D 54 6⁄4 ◉ ⏳ 76 22 0 42 95 93
14130
SajidAlamQB
Kedro RAG MCP Claim 1
An MCP server that enables users to query Kedro framework documentation using r…
D 54 5⁄4 ◉ ⏳ 33 33 N/A 19 90 97
14131
ophir-protocol
Ophir ⚡ Claim
Discover service providers across any category, negotiate pricing automatically…
D 54 6⁄6 ◉ ⏳ 96 10 0 48 81 91
14132
Kulraj69
Provides job search capabilities including analyzing job descriptions, fetching…
D 54 6⁄6 ◉ ⏳ 54 72 0 39 81 80
14133
Dinesh-Satram
A comprehensive AI-powered fitness tracking application that enables AI tools t…
D 54 6⁄6 ◉ ⏳ 72 33 0 43 81 96
14134
vnikhilbuddhavarapu
Enables interaction with Mattermost workspaces to manage channels, messages, th…
D 54 5⁄5 ◉ ⏳ 60 0 — 30 81 99
14135
turnono
Discover statistical indicators and topics in Data Commons. Retrieve observatio…
D 54 6⁄6 ◉ ⏳ 74 57 0 25 81 84
14136
yoginoit39
h1b-mcp Claim 1
An MCP server that enables users to query H1B visa sponsorship data, approval r…
D 54 5⁄4 ◉ ⏳ 33 27 N/A 25 94 93
14137
gooboot
MCP-BOS ⚡ Claim
A modular, extensible Model Context Protocol server framework designed for Clau…
D 54 5⁄5 ◉ ⏳ 60 26 — 20 81 77
14138
huuthangntk
Analyze images from multiple angles to extract detailed insights or quick summa…
D 54 6⁄6 ◉ ⏳ 78 40 0 27 82 91
14139
moeki0
A MCP server that requires user authentication via Auth0, allowing it to call p…
D 54 5⁄5 ◉ ⏳ 33 35 — 23 80 100
14140
AkhrHysd
A Model Context Protocol server that interfaces with PokeAPI to provide Pokémon…
D 54 5⁄5 ◉ ⏳ 39 52 — 21 81 70
14141
kazuph
MCP-Devin Claim
A TypeScript MCP server that integrates Devin AI with Slack, allowing users to …
D 54 6⁄6 ◉ ⏳ 78 47 0 22 81 88
14142
vincent623
Extracts content from articles, URLs, and images (via OCR), then generates inte…
D 54 6⁄6 ◉ ⏳ 72 63 0 21 81 81
14143
Javoo-bot
A server that enables LLMs to detect anomalies in sensor data by providing tool…
D 54 5⁄5 ◉ ⏳ 46 27 — 16 78 100
14144
dashayus
AliceBlue Claim
Manage your AliceBlue portfolio, orders, and funds from one place. View holding…
D 54 6⁄4 ◉ ⏳ 46 67 0 25 95 88
14145
taka-yayoi
Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL…
D 54 5⁄5 ◉ ⏳ 56 27 — 19 81 81
14146
xiaobenyang-com
JSON-RPC Claim
A Model Context Protocol (MCP) server based on OpenRPC, providing JSON-RPC func…
D 54 6⁄4 ◉ ⏳ 72 42 0 45 95 68
14147
rajeevchandra
A FastMCP server that enables natural language querying of PostgreSQL databases…
D 54 5⁄5 ◉ ⏳ 54 26 — 16 81 89
14148
DynamicEndpoints
Create and manage AI agents that collaborate and solve problems through natural…
D 54 6⁄6 ◉ ⏳ 84 28 0 43 81 85
14149
shibig666
QMYZ-MCP ⚡ Claim 1
An MCP server for the Qingma Yizhan (青马易战) platform that provides automated qui…
D 54 5⁄5 ◉ ⏳ 33 32 — 39 78 95
14150
market-dot-dev
Integrates with the Market.dev API to search for open source experts and projec…
D 54 6⁄6 ◉ ⏳ 60 63 0 24 81 94
Showing 14101–14150 of 69135 servers
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