MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11901
danix800
Hello Claim
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
C 62 54 42 50 N/A 17 95 100
11902
stevehorn
Enables searching and filtering Telegram group messages with advanced options f…
C 62 55 60 48 32 81 84
11903
jhlia0
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
C 62 54 45 56 N/A 24 90 88
11904
FuzzyCZX
A Model Context Protocol server implementation that enables real-time data comm…
C 62 54 45 62 N/A 19 95 84
11905
stanfrbd
MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.
C 62 55 53 22 N/A 70 82 94
11906
0GiS0
Demonstrates how to implement sampling in MCP servers, allowing tools to reques…
C 62 54 60 27 N/A 30 95 94
11907
wmoto-ai
MCP Outlook Tools Claim 1
A Model Context Protocol server that enables AI assistants to interact with Mic…
C 62 54 45 43 N/A 45 95 84
11908
the-real-py
Enables management of your home bar inventory and cocktail discovery through Ba…
C 62 66 94 65 0 27 81 97
11909
Tar-ive
Analyzes recent Bluesky posts about stocks and provides sentiment analysis usin…
C 62 55 52 60 28 81 85
11910
SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
C 62 55 60 31 36 84 99
11911
TomCat2357
Enables centralized management and unified interface for multiple child MCP ser…
C 62 55 72 36 32 80 82
11912
githejie
This server enables LLMs to use calculator for precise numerical calculations
C 62 54 62 22 N/A 50 87 94
11913
BjornMelin
Automates Grammarly's web interface to check AI detection and plagiarism scores…
C 62 66 84 62 0 50 81 93
11914
hackerrdave
A deployable Model Context Protocol server for Cloudflare Workers that allows r…
C 62 55 48 68 29 81 80
11915
bmbouter
mcp-dropbox-sign Claim 2
MCP server for the Dropbox Sign API supporting signature requests, templates, t…
C 62 55 51 37 46 82 97
11916
mkXultra
ai-cli-mcp Claim 1
Enables running multiple AI CLI tools (Claude, Codex, Gemini, Forge, OpenCode) …
C 62 64 81 32 0 85 90 97
11917
maxim-saplin
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
C 62 54 60 22 N/A 42 95 91
11918
ssimonitch
A Model Context Protocol server that allows LLMs to interact with Game Boy game…
C 62 54 45 33 N/A 44 90 100
11919
elizabethsiegle
An authless Cloudflare Workers server that provides tools to scrape, analyze, a…
C 62 55 70 62 22 81 60
11920
freee
@him0/freee-mcp Claim 1
An MCP server and Claude plugin that enables interaction with freee APIs for ac…
C 62 55 63 43 88 78 44
11921
dreamingms
16 AI-native tools with dual SSE + streamable-http transport. Free tier availab…
C 62 66 94 53 0 50 81 95
11922
stefanoamorelli
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…
C 62 54 64 25 N/A 62 90 71
11923
psikosen
Enables AI systems to reason through emergent thinking by breaking queries into…
C 62 54 72 20 N/A 25 95 90
11924
lborjigi
Enables AI assistants to manage BookStack documentation through natural languag…
C 62 55 72 35 21 81 94
11925
jabberjabberjabber
LLM Jukebox Claim
Enables LLMs to search YouTube for music, download videos as MP3 files, and pla…
C 62 54 62 31 N/A 24 89 97
11926
hannesj
Exposes Ant Design component documentation to Large Language Models, allowing L…
C 62 55 60 41 24 81 98
11927
shivamxtech
Kafka MCP Server Claim
Enables AI agents to interact with Apache Kafka through natural language, suppo…
C 62 55 58 28 47 80 99
11928
huang-sh
SCMCP Claim 2
An MCP server that enables single-cell RNA sequencing analysis through natural …
C 62 55 77 51 59 83 36
11929
4R9UN
Enables AI-powered threat intelligence analysis of IPs, domains, URLs, and file…
C 62 55 68 31 49 81 79
11930
joepangallo
mcp-audit-server Claim
Thin MCP and CLI proxy for AI agent and MCP security auditing via a hosted back…
C 62 55 86 0 N/A 67 69 94
11931
helloHupc
Pixabay MCP Server Claim
Enables AI assistants to search for and retrieve images, illustrations, and vid…
C 62 55 54 37 45 82 91
11932
codit04
Enables AI assistants to access PSG College of Technology e-campus portal data …
C 62 55 62 31 37 81 100
11933
emingenc
Enables control of MentraOS smart glasses through tools for managing text displ…
C 62 66 84 68 0 32 81 99
11934
Lynxe-public
Bing CN MCP Enhanced Claim 2
An MCP server optimized for Chinese users that enables AI models to perform Bin…
C 62 55 59 82 56 76 30
11935
mori-mmmm
A collection of custom MCP servers providing various AI-powered capabilities in…
C 62 54 62 58 N/A 37 95 49
11936
onsecurity
OnSecurity MCP Server
C 62 66 88 67 0 44 81 90
11937
xinkuang
Access real-time and historical market data for China A-shares and Hong Kong st…
C 62 66 70 60 0 75 81 93
11938
nathanielnoyd
Metro MCP Claim
Enables users to interact with Washington DC Metro (WMATA) transit system throu…
C 62 66 78 72 0 39 80 100
11939
adhikasp
MCP Weather Server Claim 1
Provides hourly weather forecasts using the AccuWeather API, enabling users to …
C 62 55 66 32 38 81 92
11940
wuunicorn
Enables traditional Chinese divination calculations through Liu Ren (六壬) chart …
C 62 55 72 33 16 81 98
11941
Ansvar-Systems
South Korean law database — PIPA, ICT network security, credit information with…
C 62 66 90 43 0 70 82 93
11942
Preston-Harrison
Enables secure filesystem operations with directory sandboxing and optional rea…
C 62 54 60 32 N/A 23 95 93
11943
nsachin08
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
C 62 55 62 40 27 76 99
11944
Muzain187
TG_MCP Claim
A lightweight Python interface that exposes TigerGraph database operations as s…
C 62 55 72 22 40 76 97
11945
fean-developer
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
C 62 55 66 33 41 80 87
11946
Rev4nchist
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
C 62 55 57 50 25 80 93
11947
antonscap
MCP Server Sample Claim
An educational implementation of a Model Context Protocol server that demonstra…
C 62 54 48 30 N/A 42 94 100
11948
horw
esp-mcp Claim
Workflow for fixing build issues in ESP32 series chips using ESP-IDF.
C 62 54 60 22 N/A 39 95 91
11949
akhilthomas236
A Model Context Protocol server that integrates with Atlassian's Jira and Confl…
C 62 55 63 82 31 80 39
11950
openfused
openfuse-mcp Claim
Encrypted mail, shared memory, and persistent context for AI agents.
C 62 55 72 0 N/A 67 81 100
Showing 11901–11950 of 67226 servers
« Prev 1 237 238 239 240 241 1345 Next »