MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10801
TangoBeeAkto
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 64 55 48 70 27 84 83
10802
Xeron2000
Viral Shorts Claim 1
An MCP server that enables discovery and analysis of trending YouTube Shorts us…
C 64 55 75 91 44 81 12
10803
RaulCalderon
Fetches current weather information for any city using the Open-Meteo API throu…
C 64 55 70 36 41 81 90
10804
kirha-ai
Kirha MCP Gateway Claim
A unified interface that provides AI agents with access to premium data sources…
C 64 55 72 67 43 81 47
10805
aliyun
A Model Context Protocol server that provides enhanced real-time search capabil…
C 64 55 63 67 24 80 74
10806
nnaveenraju
Provides a persistent, vendor-neutral memory layer that allows AI tools and age…
C 64 54 78 0 N/A 63 91 92
10807
steven-altitude
Grist MCP Server Claim
Connects Claude Desktop to Grist spreadsheets, enabling users to browse documen…
C 64 55 66 43 22 82 99
10808
kukapay
blocknative-mcp Claim
Providing real-time gas price predictions across multiple blockchains, powered …
C 64 55 60 46 38 82 94
10809
alberthild
shieldapi-mcp Claim
Security intelligence for AI agents: password breach checks (900M+ HIBP hashes)…
C 64 66 72 70 0 70 80 98
10810
JustVarunsai
Provides tools for text file analysis, including metrics like word counts and c…
C 64 54 70 22 N/A 41 89 97
10811
SAhmadUmass
Notion MCP Server Claim 2
A Model Context Protocol server that enables Claude and other LLMs to interact …
C 64 55 69 68 24 76 73
10812
wolfe-jam
Grok FAF Claim
Grok asked for MCP on a URL. This is it. First MCP server built for Grok URL-b…
C 64 66 84 60 0 85 80 81
10813
aadilakbar
Enables AI assistants to interact with Odoo data using natural language to sear…
C 64 55 54 46 47 80 95
10814
quantplay
Provides access to the QuantPlay trading API for managing broker accounts, trac…
C 64 55 66 43 23 80 99
10815
ssinha3
Time MCP Server Claim 1
A Model Context Protocol server that provides time and timezone conversion capa…
C 64 55 63 100 23 81 34
10816
muminfarooq190
Provides compassionate mental health support tools including mood tracking, emo…
C 64 54 78 31 N/A 21 92 90
10817
MahithChigurupati
A FastMCP-based server that provides seamless integration with the Confluence R…
C 64 55 76 41 19 80 94
10818
jonmmease
jons-mcp-imessage Claim
Enables AI assistants to read iMessage history and send messages on macOS. Supp…
C 64 54 64 31 N/A 26 92 100
10819
OkYongChoi
Bridges Confluence Wiki with Large Language Models, allowing them to search, re…
C 64 55 66 43 24 80 100
10820
tigranbs
Enables real-time communication between client and server using Server-Sent Eve…
C 64 55 72 60 23 82 70
10821
james116blue
Incident forensic with log files analyzing
C 64 54 62 38 N/A 31 95 91
10822
1000ri-jp
atsurae Claim 1
AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer…
C 64 55 90 12 46 82 86
10823
Nielsen642
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
C 64 55 80 32 25 81 92
10824
x51xxx
codex-mcp-tool Claim
MCP server that connects your IDE or AI assistant to Codex CLI for code analysi…
C 64 64 84 70 0 68 95 71
10825
ShaoRou459
Memos MCP Server Claim
Enables AI agents to interact with Memos instances for personal note-taking and…
C 64 55 60 41 39 81 100
10826
tschoonj
Enables users to search and retrieve package repository information from Repolo…
C 64 64 78 61 0 67 92 91
10827
EmjayAhn
Enables conversation history sharing between ChatGPT and Claude with secure mul…
C 64 55 78 62 26 81 57
10828
kira-autonoma
agent-memory-mcp Claim 1
An MCP server for managing agent memory using provenance tracking, decay-weight…
C 64 54 90 0 N/A 50 81 97
10829
Heht571
OPS MCP Server Claim
A server monitoring and inspection tool collection that provides remote utiliti…
C 64 55 54 58 49 80 77
10830
llxxbb
MCP-Prototype Claim
Enables AI to create interactive HTML-based software prototypes with navigation…
C 64 54 74 26 N/A 37 95 80
10831
grahamnotgrant
blacksmith Claim 2
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky …
C 64 64 71 70 0 62 92 91
10832
yogeshkulkarni553
Content Server Claim
Stores Organizations content
C 64 55 84 75 18 81 40
10833
snjyor
MCP service that provides real-time access to Binance cryptocurrency market dat…
C 64 55 68 82 51 80 32
10834
beylessai
Hiworks Mail MCP Claim 1
A Model Context Protocol server that allows integration with Hiworks mail syste…
C 64 55 53 67 39 81 74
10835
mquan
Routine Claim 1
An MCP server that allows users to create custom tools on the fly by stitching …
C 64 55 61 82 N/A 23 95 46
10836
inovexcorp
Mobi MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with Mobi in…
C 64 55 57 55 37 81 88
10837
stevennevins
MCP Server Template Claim 1
A TypeScript-based template for developing Model Context Protocol servers with …
C 64 55 78 56 22 81 68
10838
ProPriyam
Scholar MCP Claim
A local MCP server that allows users to search Google Scholar for academic pape…
C 64 55 60 43 45 82 90
10839
ricauts
CyberMCP Claim 2
A Model Context Protocol server designed for testing backend APIs for security …
C 64 55 63 82 56 81 29
10840
michaeldouglas
Enables lookup of Brazilian addresses by CEP (postal code) using the ViaCEP API…
C 64 55 56 58 26 83 90
10841
ruudmens
Koppla Claim
Enables managing Active Directory users, groups, and computers using natural la…
C 64 54 78 46 N/A 41 90 57
10842
atimevil
Enables interaction with the Dreamhack wargame platform to fetch problem lists,…
C 64 55 60 62 21 81 89
10843
MITHRAN-BALACHANDER
Blender MCP Bridge Claim 1
Enables remote control of Blender via the Model Context Protocol, allowing user…
C 64 54 70 33 N/A 43 80 92
10844
elber-code
MCP server that allows Claude AI to interact directly with MySQL databases, ena…
C 64 55 66 100 28 76 35
10845
LLMBaseAI
Enables fetching and processing web content with advanced features including ba…
C 64 66 90 62 0 59 80 93
10846
ryoureddy
A specialized Model Context Protocol server that enhances AI-assisted medical l…
C 64 55 72 33 38 81 93
10847
p-poss
DJ Claude Claim
A music MCP server enabling multi-agent collaboration where AI agents jam toget…
C 64 64 96 46 0 50 95 93
10848
harshaneigapula
iOS MCP Server Claim
Allows LLMs to access, scan, and search photos on connected iOS devices via USB…
C 64 54 60 46 N/A 22 90 96
10849
boma086
Enables AI assistants to manage projects through OpenProject's API, providing c…
C 64 55 56 58 24 81 95
10850
shinichi-takayanagi
A server that connects to the Health Planet API to fetch and provide weight mea…
C 64 55 60 60 49 80 70
Showing 10801–10850 of 57357 servers
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