MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24886
Scored
1349
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13851
Jimmy974
A Machine Control Protocol (MCP) server that enables storing and retrieving inf…
C 56 55 54 31 22 81 88
13852
inchan
Memory MCP Server Claim
Exposes local persistent memory as an MCP server with Markdown storage, PARA or…
C 56 54 66 32 N/A 58 95 25
13853
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
13854
6June6
UniCloudDB-MCP Claim 1
A database operation tool for uniCloud based on MCP protocol that allows AI ass…
C 56 55 54 82 42 80 14
13855
Shawyeok
mcp-dingding-bot Claim 1
MCP Server for send text/markdown message via dingding (aka dingtalk) group cus…
C 56 66 57 65 0 48 81 92
13856
NANDI-Services
nandi-proxmox-mcp Claim
MCP server for Proxmox VE management (VM, LXC, nodes)
C 56 55 56 0 N/A 66 70 99
13857
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
13858
xiaobenyang-com
fund-mcp Claim
A fund knowledge base server based on Model Context Protocol (MCP), providing q…
C 56 64 72 65 0 45 95 56
13859
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
13860
timecamp-org
A Model Context Protocol server that provides time tracking integration with Ti…
C 56 66 57 72 0 32 81 93
13861
AIwithhassan
Enables retrieval and cleaning of official documentation content for popular AI…
C 56 55 54 25 23 81 94
13862
CodeByWaqas
Weather MCP Server Claim 1
An MCP server that provides real-time weather information including temperature…
C 56 55 45 22 41 82 94
13863
CursorTouch
MCP-Agent Claim
Connect to any MCP servers using agents
C 56 64 66 42 0 53 95 88
13864
syahiidkamil
A Model Context Protocol server that provides LLMs with full read-write access …
C 56 55 51 26 26 81 92
13865
piexl
CAD-MCP Claim
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through…
C 56 54 54 27 N/A 21 95 80
13866
awwaiid
Enables LLM-powered agents to generate, execute, and analyze Alloy modeling lan…
C 56 64 60 47 0 44 95 93
13867
kavingas
Generates professional Adobe Commerce support responses from case findings. Sup…
C 56 54 48 22 N/A 21 95 90
13868
Alex2Yang97
yahoo-finance-mcp Claim
This is a Model Context Protocol (MCP) server that provides comprehensive finan…
C 56 64 76 26 0 49 95 92
13869
niyonabil
Blogger MCP Server Claim
An intermediary server that enables AI models to interact with Google's Blogger…
C 56 66 66 61 0 27 78 99
13870
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
13871
Readify-App
Instagram MCP Server Claim 1
Enables access to Instagram data through EnsembleData API, allowing retrieval o…
C 56 55 48 43 29 80 75
13872
xiaobenyang-com
temp-notes Claim
A lightweight service that provides cross conversation temporary information st…
C 56 64 72 66 0 45 95 55
13873
TomMelt
HPC-MCP Claim
A server that provides Model Control Protocol (MCP) tools for High Performance …
C 56 54 48 17 N/A 52 82 89
13874
yoavf
ai-sessions-mcp Claim 1
MCP server for searching and accessing your AI coding sessions from Claude Code…
C 56 64 61 26 0 71 95 95
13875
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
13876
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
13877
IdoY12
Enables file system operations such as listing, reading, and creating files wit…
C 56 54 48 27 N/A 24 87 94
13878
symdex-100
Symdex Claim
Index and search codebases using structured schemas for deep code analysis. Aud…
C 56 66 94 10 0 63 81 93
13879
Swayingleaves
Enables direct interaction with CockroachDB databases in Cursor, allowing users…
C 56 55 60 33 23 74 87
13880
msabramo
A Model Control Protocol server template deployed on Vercel that demonstrates M…
C 56 66 66 62 0 21 84 97
13881
chirag127
Provide advanced stochastic algorithms and probabilistic decision-making capabi…
C 56 64 84 42 0 31 95 80
13882
tdu-naifen
Demo MCP Server Claim
A simple MCP server that provides a calculator tool, dynamic greeting resources…
C 56 54 48 17 N/A 21 95 100
13883
b-bogus
AI-powered cybersecurity automation platform with 150+ security tools and 12+ a…
C 56 55 68 28 16 77 82
13884
kkarra111
An MCP server that enables Microsoft Copilot Studio to fetch and deliver variou…
C 56 55 45 17 44 81 100
13885
TaifAlsadoon
Enables AI models to access comprehensive Pokémon data from PokéAPI and simulat…
C 56 55 70 35 33 81 51
13886
MarcinDudekDev
Search Hacker News, Bluesky, and Substack from a single MCP interface
C 56 66 90 42 0 27 80 92
13887
jameskanyiri
Daraja MCP Claim 2
A Model Context Protocol server that integrates AI applications with Safaricom'…
C 56 55 45 41 25 78 87
13888
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
13889
Jackie-shi
Looking-Glass-MCP Claim 1
A Model Context Protocol server that provides network probing capabilities thro…
C 56 55 51 28 23 81 94
13890
RyanCadby
Enables scanning of project dependencies across multiple package managers (npm,…
C 56 55 54 20 19 82 100
13891
Stauffacher
An example Model Context Protocol (MCP) server that provides basic mathematical…
C 56 54 48 16 N/A 27 94 97
13892
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
13893
VienLi
lark-tools-mcp connects Lark and cursor. It provides cursor with the ability to…
C 56 66 56 57 0 51 80 97
13894
bengineer19
DigiKey MCP Server Claim 1
A Model Context Protocol server that provides search and product information to…
C 56 55 39 41 22 81 94
13895
durgeshmca
A multi-tool AI assistant system that uses Model Context Protocol to connect la…
C 56 55 50 25 21 84 100
13896
robertdcurrier
ERDDAP MCP Server Claim
Access oceanographic and environmental data from 63+ ERDDAP servers worldwide t…
C 56 66 86 42 0 24 82 98
13897
Miles0sage
Provides AI-powered tools for searching Polymarket prediction markets and calcu…
C 56 55 70 0 28 81 98
13898
yuyao1999
RT-Prompt-MCP Claim 1
A Model Context Protocol server that provides specialized prompt suggestions fo…
C 56 55 45 82 N/A 22 95 24
13899
a-kaibu
Provides access to developer roadmap content from roadmap.sh, allowing users to…
C 56 66 62 56 0 36 81 100
13900
ndisidore
Enables AI agents to dynamically discover and invoke containerized tools that c…
C 56 55 86 52 24 81 18
Showing 13851–13900 of 33332 servers
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