MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13851
julien-nc
C411 MCP Server Claim 1
Enables searching torrents, fetching metadata, and downloading torrent files fr…
C 56 55 74 0 30 78 97
13852
b-bogus
AI-powered cybersecurity automation platform with 150+ security tools and 12+ a…
C 56 55 68 28 16 77 82
13853
mcrimi
mcp-openhexa Claim
Enables interaction with OpenHEXA platform through Claude Desktop, allowing use…
C 56 64 68 51 0 19 95 100
13854
agencyenterprise
Fathom MCP Server Claim
Connect Claude to Fathom meeting recordings, transcripts, and summaries
C 56 66 84 10 0 80 82 95
13855
pranavmanoj1
A Model Context Protocol server that enables natural language interaction with …
C 56 55 45 37 21 81 91
13856
IdoY12
Enables file system operations such as listing, reading, and creating files wit…
C 56 54 48 27 N/A 24 87 94
13857
yurinnick
Kubernetes MCP Claim 1
An MCP server that enables interaction with Kubernetes resources through natura…
C 56 54 39 32 N/A 40 95 76
13858
arunmenon
SDK MCP Server Claim
A configurable MCP server providing searchable access to AI/ML SDK source code …
C 56 55 48 22 34 80 99
13859
dudu1111685
Telegram MCP Agent Claim
Enables AI assistants to operate as remote workers through Telegram, creating a…
C 56 55 42 41 21 81 93
13860
leecj
deepwiki-mcp Claim
C 56 66 60 55 0 57 82 90
13861
agent-bom
Agent Bom Claim
AI supply chain security scanner — 7 tools for CVE scanning, blast radius mappi…
C 56 66 84 31 0 53 80 94
13862
xlengelle-sf
This MCP server provides tools to interact with the Salesforce Agentforce API, …
C 56 55 48 35 19 76 98
13863
c1r5
A demonstration project that implements a Model Context Protocol (MCP) server w…
C 56 55 48 32 21 81 96
13864
MarcinDudekDev
Search Hacker News, Bluesky, and Substack from a single MCP interface
C 56 66 90 42 0 27 80 92
13865
AIGC-Hackers
mcpx Claim
苹果 MCP 工具 ✅
C 56 66 90 10 0 81 82 83
13866
WinstonFassett
Sonos MCP Server Claim
A server that allows you to control and interact with Sonos devices on your net…
C 56 55 48 27 22 81 100
13867
PiuQiuPiaQia
MCP Tool Claim
A server built on mcp-framework that enables integration with Claude Desktop th…
C 56 54 54 58 N/A 31 92 35
13868
paolobietolini
gtm-mcp-server Claim 1
An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once…
C 56 64 73 10 0 73 92 99
13869
ctvidic
Whoop MCP Server Claim 1
A Model Context Protocol server that provides language models with access to pe…
C 56 55 39 41 18 80 100
13870
xiaobenyang-com
rfc-server Claim 1
An MCP server for obtaining, parsing and reading RFC documents from the ietf.or…
C 56 64 57 67 0 45 95 72
13871
ai-niki
Oura MCP Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
C 56 66 66 46 0 54 81 92
13872
IndigoProtocol
indigo-mcp Claim
Indigo Protocol MCP — iAsset prices, CDP analytics, stability pools, staking & …
C 56 66 72 25 0 75 82 92
13873
alejoair
MCP Code Editor Claim
A FastMCP server providing powerful code editing tools including precise file m…
C 56 66 54 60 0 59 80 91
13874
Houlong66
MNS MCP Manager Claim
A management tool for Alibaba Cloud Message Service (MNS) implemented through t…
C 56 55 48 33 23 81 92
13875
vuluu2k
Transforms a GitHub repository into a structured personal brain for AI to manag…
C 56 55 68 0 35 81 96
13876
rajnandan1
Enables interaction with over 2,800 APIs and applications through Pipedream's C…
C 56 66 78 70 0 24 81 75
13877
stayce
icf-mcp Claim 1
WHO ICF classification codes for health and disability. Lookup, search, browse …
C 56 66 76 57 0 45 80 78
13878
arjuntheprogrammer
Enables creating Google Calendar meeting invites with automated authentication …
C 56 55 62 22 21 81 86
13879
Miles0sage
Provides AI-powered tools for searching Polymarket prediction markets and calcu…
C 56 55 70 0 28 81 98
13880
fairyming
Suricata MCP Claim 2
An MCP server for validating Suricata rule syntax and testing rules against pca…
C 56 54 63 0 N/A 27 89 98
13881
Stauffacher
An example Model Context Protocol (MCP) server that provides basic mathematical…
C 56 54 48 16 N/A 27 94 97
13882
lclpedro
MySQL Managing MCP Claim
Enables interaction with MySQL databases through tools for listing tables, quer…
C 56 55 48 27 25 81 100
13883
SSAFY-Seoul-Class-7
Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watch…
C 56 54 42 43 N/A 40 95 60
13884
MemoriLabs
memori-mcp Claim
Memori MCP server — persistent AI memory with recall and augmentation tools
C 56 55 66 0 N/A 59 69 95
13885
kukuqi666
A protocol implementation that extends AI capabilities through a WebSocket inte…
C 56 55 56 27 16 81 94
13886
jinyinghua
simple-search Claim
Simple Tavily Search MCP Server This is a simplified version of the Tavily se…
C 56 54 36 33 N/A 40 95 81
13887
arkeodev
Provides a standardized protocol for tool invocation, enabling an AI system to …
C 56 55 78 33 43 76 41
13888
cjpnice
An automation server that enables interaction with Xiaohongshu platform through…
C 56 54 42 38 N/A 18 95 81
13889
iijimam
RAGandLLM-MCP Claim
A simple MCP server that implements a note storage system with RAG capabilities…
C 56 55 78 51 23 81 28
13890
TaskBeacon
PsyFlow-MCP Claim
A lightweight FastMCP server that enables language models to discover, clone, t…
C 56 55 42 82 48 81 21
13891
kasinathnalla
MCP-Add-Weather Claim
A multi-agent system that connects a math server and weather server, allowing u…
C 56 55 50 27 23 81 99
13892
alphago2580
Access Korea’s G2B procurement and Nara Market data for bid notices, awards, co…
C 56 66 78 63 0 46 80 69
13893
chirag127
Provide advanced stochastic algorithms and probabilistic decision-making capabi…
C 56 64 84 42 0 31 95 80
13894
Paul-Bonneville-Labs
neemee-mcp Claim 1
MCP client library and bridge for Neemee personal knowledge management system
C 56 55 64 10 N/A 60 70 79
13895
VienLi
lark-tools-mcp connects Lark and cursor. It provides cursor with the ability to…
C 56 66 56 57 0 51 80 97
13896
grzetich
Enables querying real-time adoption metrics, trends, and comparisons for popula…
C 56 66 84 36 0 45 81 90
13897
verbart
tradernet-mcp Claim 1
MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and…
C 56 64 63 68 0 32 75 96
13898
antunesgabriel
Hello Claim
Greet anyone instantly with a simple command. Use a ready-made prompt to craft …
C 56 54 42 47 N/A 18 95 71
13899
akream
A FastAPI server that implements the Model Context Protocol (MCP) using Server-…
C 56 55 54 22 23 81 100
13900
Vashistht
harcx-mcp Claim 1
An MCP server that enables AI assistants to verify BibTeX citations and URLs ag…
C 56 55 33 37 40 82 92
Showing 13851–13900 of 57160 servers
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