MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29101
suwappubot
Suwappu Claim
High-performance cross-chain liquidity bot. Trade 100+ tokens across 7+ chains …
N/A N/A 95
29102
tcpatter
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
81
29103
wearesage
A collection of tools that enable AI assistants to interact with Apple applicat…
N/A N/A 95
29104
zb2947244682
A modular calculator server built with the MCP SDK that provides basic arithmet…
N/A N/A 95
29105
userlite
MCP Director Claim
An intelligent orchestration server that routes user requests to appropriate sp…
N/A N/A 95
29106
The ultimate collection of APIs for building autonomous AI agents — 2,036 produ…
N/A N/A
29107
open-video-mcp
AI-powered video platform management — upload videos, manage channels, track an…
N/A N/A 95
29108
aixsignal
Hello Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
N/A N/A 95
29109
Deploy applications to Cloud Run
67
29110
OpenSoul-MCP
OpenSoul MCP Claim
An open-source personality profiling system that enables users to record and an…
81
29111
lpigeon
The ROS MCP Server supports robot control by converting user-issued natural lan…
N/A N/A 95
29112
teresjsiu
A FastMCP-based server that provides complete Slack integration for Cursor IDE,…
N/A N/A 95
29113
Active weather alerts and warnings from the National Weather Service
67
29114
choudhary-github
Test prompts by instantly reflecting your message back. Validate formatting and…
N/A N/A 95
29115
Switchboard666
halopsa-mcp Claim
N/A N/A 81
29116
Realtyka
jmeter-mcp Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
N/A N/A
29117
PixdataOrg
CodeRide Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
N/A N/A 95
29118
Enables access to scientific simulation documentation and code snippets for sim…
29119
awaybreaktoday
Enables comprehensive interaction with GitHub repositories, including code mana…
81
29120
orbs-network
Create gasless market, limit, TWAP, stop-loss, take-profit, and delayed-start s…
N/A N/A
29121
Alice0416
Enables University of Toronto students to access academic data from ACORN and Q…
81
29122
swesmith-repos
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
81
29123
johankreivi
Hello Claim
Greet people by name with a simple hello. Validate your setup and workflows in …
N/A N/A 81
29124
Enables AI assistants to query and explore distributed data across EdgeLake nod…
29125
AusLaw MCP Claim
Enables users to search and retrieve Australian legislation and case law with f…
N/A N/A
29126
theYahia
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
N/A N/A
29127
mymcp
hexstrike-ai Claim
N/A N/A 95
29128
digikelly
Search the MOTE AI agent registry for machine-readable businesses.
N/A N/A
29129 N/A N/A 95
29130
jlowin
FastMCP Claim
A high-level framework for building MCP servers in Python
N/A N/A 95
29131
ubby
mcpdoc Claim
N/A N/A 95
29132
ClearSkye
Enables AI agents to execute server-side JavaScript and perform CRUD operations…
81
29133
AmaanBilwar
A minimal FastMCP server template for quick deployment to Render with streamabl…
81
29134
rycurc
Glystn Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
81
29135
copperline-labs
Capture screenshots, generate PDFs, and render HTML to images. MCP-native for A…
29136
MCP server for the SnapAPI web capture API. Take screenshots, scrape pages, ext…
29137
Connects Claude to self-hosted Vikunja instances for conversational task and pr…
29138
SOMA Claim
Agent marketplace with human concierge. Submit service requests in natural lang…
29139
ARGENTUM Claim
Karma economy for AI agents and humans. Submit good actions, get community atte…
29140
xingzi-mcp Claim
Enables AI agents to manage KOC marketing campaigns on the Xingzi platform, aut…
29141
pipeworx-io
crypto Claim
Crypto MCP — cryptocurrency prices and currency conversion
29142
sg-data-mcp Claim
Real-time Singapore government data for AI agents. Weather forecasts, air quali…
29143
A standalone Model Context Protocol (MCP) server that enables AI assistants to …
29144
Enables undetectable web scraping and browser automation for AI agents with 84 …
N/A N/A
29145
Haravan MCP Claim
Enables AI assistants to interact with Haravan e-commerce platforms via MCP pro…
29146
Provides AI agents with natural language control over AWS, Azure, GCP, and Alib…
29147
Enables Claude Desktop to query a PostgreSQL brand database through MCP. Suppor…
29148
KJH Law MCP Claim
Enables AI assistants to search, retrieve, and analyze South Korean legal docum…
29149
Enables management of Vanta compliance platform resources including controls, v…
29150
narumiruna
coindesk-mcp Claim
The MCP server that can read recent news from Coindesk.
81
Showing 29101–29150 of 30006 servers
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