MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
26705
Scored
1642
Verified
16957
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8051
sn0w-Xue
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
C 69 54 58 50 N/A 43 95 99
8052
dmitry-melnishin
Provides weather forecasts and alerts for US locations using the National Weath…
C 69 55 60 72 29 82 97
8053
pmmvr
A server that enables AI agents to perform sophisticated knowledge discovery an…
C 69 54 66 46 N/A 49 90 94
8054
Dev00355
FastMCP Claim 1
A Model Context Protocol server that bridges MCP clients with local LLM service…
C 69 54 63 61 N/A 16 95 100
8055
PierreGode
MCP Time Server Claim 1
Provides time and date functionality with support for multiple formats and time…
C 69 55 92 91 26 81 35
8056
MisterSandFR
Manage Supabase projects end to end across database, auth, storage, realtime, a…
C 69 55 86 41 N/A 31 80 98
8057
rmavuluri
A simple MCP server implementation that demonstrates streaming capabilities wit…
C 69 54 54 68 N/A 22 95 96
8058
spryker-community
Provides natural language search capabilities for Spryker GitHub repositories, …
C 69 55 54 100 52 80 53
8059
Have-myn
SSH MCP Server Claim
Provides tools to manage SSH targets and generate one-time WebShell terminal se…
C 69 55 72 66 50 77 75
8060
ssossan
Enables Claude Desktop and other MCP clients to interact with any OAuth2-authen…
C 69 55 84 56 30 81 82
8061
brunobenavent
Vercel MCP Adapter Claim
Enables real-time communication between applications and AI models using the Mo…
C 69 55 60 68 33 81 100
8062
m0nochr0me
Arca MCP Claim 1
An MCP server providing semantic memory storage and retrieval using vector embe…
C 69 55 57 68 48 78 94
8063
khizar-anjum
Enables comprehensive cybersecurity vulnerability assessment by searching GitHu…
C 69 55 84 52 21 82 94
8064
angeltek
Emby.MCP Claim
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
C 69 55 88 38 41 76 98
8065
TheAlchemist6
CodeCompass MCP Claim
An enterprise-grade Model Context Protocol server that provides comprehensive G…
C 69 55 90 57 N/A 53 95 40
8066
rafaljanicki
Enables language models to query Goatcounter web analytics data, including page…
C 69 55 54 71 45 82 92
8067
1595901624
Crypto_MCP Claim 1
A Model Context Protocol server for AES encryption and decryption, supporting v…
C 69 54 51 55 N/A 58 90 96
8068
timothywangdev
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
C 69 55 78 56 28 80 95
8069
meyannis
Enables Claude AI to directly interact with Gmail through natural language for …
C 69 54 60 43 N/A 48 95 98
8070
kpanuragh
SSH MCP Server Claim
Enables remote server management through SSH and SFTP, supporting command execu…
C 69 55 78 53 24 81 99
8071
jodur
RDW MCP Server Claim
Provides tools to query Dutch vehicle registration data through the official RD…
C 69 55 66 100 50 82 34
8072
byPawel
tachibot-mcp Claim 2
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimiz…
C 69 54 96 31 N/A 70 64 84
8073
zhdenny
Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant …
C 69 55 84 40 43 81 93
8074
ashabbir
Enables read-only access to GitLab and Jira data through MCP, allowing users to…
C 69 55 60 72 27 81 96
8075
andredezzy
Deep directory tree visualization tool enabling efficient visualization of comp…
C 69 55 66 100 N/A 45 87 35
8076
ampcome-mcps
An MCP server that enables LLM applications to control web browsers via Browser…
C 69 54 51 70 N/A 23 95 97
8077
Desearch-ai
Enables real-time AI-powered searches on X (Twitter) and the web through Desear…
C 69 55 60 71 41 81 89
8078
HamzaFarhan
Memory MCP Claim
A knowledge-graph-based memory system for AI agents that enables persistent inf…
C 69 54 60 60 N/A 25 95 100
8079
xue20010808
word2pdf_hello_mcp Claim
Create friendly, personalized greetings on demand. Toggle pirate mode for playf…
C 69 54 64 55 N/A 23 95 100
8080
nkapila6
mcp-local-rag Claim
"primitive" RAG-like web search model context protocol (MCP) server that runs l…
C 69 54 64 31 N/A 77 91 88
8081
philogicae
Simple sequential thinking MCP in python
C 69 54 72 27 N/A 70 92 91
8082 C 69 54 60 66 N/A 20 90 100
8083
mxxfun
splid_mcp Claim
C 69 54 72 42 N/A 42 95 89
8084
yuqie6
MCP Sheet Parser Claim 1
A Model Context Protocol server designed for AI assistants to directly process …
C 69 55 63 91 N/A 41 95 45
8085
PratyayRajak
Integrates task management with the Pomodoro Technique, enabling AI assistants …
C 69 55 86 75 N/A 25 95 43
8086
j1c4b
Provides real-time stock data analysis, portfolio management, technical analysi…
C 69 55 84 53 19 81 94
8087
mclamee
A secure MCP server for local API credential management using JSON storage and …
C 69 54 42 60 N/A 60 92 98
8088
bjoernbonk
Implements Solana blockchain functionality for the LetsBonk launchpad, enabling…
C 69 55 84 51 25 81 91
8089
coleam00
Web crawling and RAG implementation that enables AI agents to scrape websites a…
C 69 55 84 31 50 81 98
8090
Vaishnavi-Raykar
Provides file search functionality with tools for both partial keyword matching…
C 69 55 78 83 N/A 26 95 43
8091
Docswrite
Generated content to Google Docs to WordPress while preserving formatting and s…
C 69 55 68 66 26 80 95
8092
TomokiIshimine
Enables seamless integration between Claude AI and Dify Workflow through the Mo…
C 69 55 78 68 32 82 73
8093
arjun1194
insta-mcp Claim 2
Instagram MCP server for analytics and insights. Get account overviews, posts, …
C 69 54 70 72 N/A 29 89 73
8094
inbarajaldrin
Enables creation and management of state/decision graphs using NetworkX, suppor…
C 69 54 78 56 N/A 24 87 90
8095
arhgap11b
Provides an interactive decision menu that surfaces contextual choices on every…
C 69 55 66 56 47 81 92
8096
linxule
Vox MCP Claim 3
Multi-model AI gateway — 8 providers plus local models, no system prompt inject…
C 69 54 96 41 N/A 75 62 69
8097
robotmem
RobotMem Claim
Enables robots to store, retrieve, and consolidate episodic experiences includi…
C 69 54 76 37 N/A 62 95 73
8098
paltaio
reddit-mcp Claim
Provides access to public Reddit data through tools for searching subreddits, v…
C 69 55 74 53 38 83 92
8099
gurdasnijor
Basic MCP Server Claim
A minimal demonstration server showcasing MCP protocol capabilities including t…
C 69 55 66 50 45 81 100
8100
vinnyang
axe-scanner-mcp Claim
A standalone Model Context Protocol server that runs axe accessibility scans fo…
C 69 55 82 82 N/A 31 92 41
Showing 8051–8100 of 33537 servers
« Prev 1 160 161 162 163 164 671 Next »