MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5051
amxkifir
Enables browsing, searching, and downloading Pixiv content including illustrati…
B 74 55 80 72 42 82 85
5052
riotofgeese
Gemini MCP Server Claim
Provides access to Google's Gemini API for multi-turn conversations and image g…
B 74 55 84 72 25 81 92
5053
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
5054
list91
MCP CopyQ Server Claim
Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, …
B 74 55 78 74 N/A 21 95 88
5055
54yyyu
Zotero MCP Claim
Connects your Zotero research library with Claude and other AI assistants via t…
B 74 55 88 38 78 76 92
5056
iggredible
vim-mcp Claim
Connect Claude Code to Vim/Neovim - query state, execute commands, search help,…
B 74 54 78 67 N/A 28 90 97
5057 B 73 54 78 66 N/A 21 95 92
5058
trung-persefoni
Enables users to manage Obsidian Kanban boards within a vault by listing, readi…
B 73 54 86 52 N/A 29 90 96
5059
stape-io
This server supports remote MCP connections, includes built-in Google OAuth, an…
B 73 55 66 71 61 80 84
5060
tb0hdan
wass-mcp Claim 1
MCP server for web application security scanning
B 73 54 65 53 N/A 74 92 85
5061
sns45
better-call-claude Claim 2
Voice Calls, SMS, and WhatsApp for Claude Code with cross-channel context shari…
B 73 54 90 61 N/A 47 67 95
5062
talknerdytome-labs
This MCP server searches Google's public ads database and uses AI to analyze ad…
B 73 55 72 71 37 81 94
5063
marc-shade
Enables programmatic execution of coding tasks and autonomous file operations u…
B 73 55 90 68 28 74 89
5064
Kallows
A Python implementation of an MCP server that enables secure, local Bitbucket i…
B 73 54 86 58 N/A 22 89 99
5065
Rkm1999
Provides altitude-azimuth coordinates for celestial objects including planets, …
B 73 55 54 100 N/A 29 94 78
5066
cni-locates-rumen
t-pane MCP Server Claim 2
Enables Claude to execute commands and manage directory-aware panes within tmux…
B 73 54 94 57 N/A 23 87 91
5067
AndreyVMarkelov
Apache JMeter sampler plugin for load testing Model Context Protocol (MCP) serv…
B 73 54 90 32 N/A 42 94 99
5068
jujumilk3
ezmcp Claim 1
Easy-to-use MCP server framework specialized for SSE.
B 73 54 96 42 N/A 41 90 84
5069
JoshuaRileyDev
Supabase MCP Server Claim 2
A Model Context Protocol (MCP) server that provides programmatic access to the …
B 73 55 80 70 23 78 99
5070
chatwithsrini
An AI-powered customer service automation system designed to handle flight disr…
B 73 55 78 70 24 81 99
5071
chrishayuk
A comprehensive reference implementation demonstrating all features of the Mode…
B 73 54 78 55 N/A 29 95 96
5072
felipeadeildo
whatsapp-mcp Claim
WhatsApp Unofficial MCP Server
B 73 54 74 41 N/A 55 95 100
5073
letsbuildagent
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
B 73 54 90 40 N/A 37 95 92
5074
qwang07
Duck Duck MCP Claim 2
This MCP server utilizes DuckDuckGo for web searches, providing structured sear…
B 73 55 76 63 38 82 97
5075
itcomgroup
Vision MCP Server Claim
Provides free and unlimited vision capabilities for AI coding assistants using …
B 73 55 90 61 24 81 93
5076
cpropster
Linear MCP Server Claim 2
A Model Context Protocol server that allows Claude to interact with Linear's AP…
B 73 55 77 68 35 81 95
5077
plyght
Canvas MCP Server Claim
Enables AI assistants to interact with Canvas LMS through 25 comprehensive tool…
B 73 55 86 62 27 81 95
5078
VeritasActa
acta-mcp Claim
Contribute, challenge, verify, and query contestable public records on Veritas …
B 73 54 72 71 N/A 27 92 90
5079
Program-Integrity-Alliance
PIA MCP Server Claim 1
Enables AI to search and retrieve detailed information from U.S. government dat…
B 73 55 75 58 55 83 91
5080
jango-blockchained
Control Home Assistant lights, climate, media, locks, and scenes using natural …
B 73 54 84 40 N/A 84 94 63
5081
promplate
gh-mcp Claim
Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server expose…
B 73 55 62 82 N/A 46 95 76
5082
JamesANZ
medical-mcp Claim 1
An MCP server that provides access to medical information, drug databases, and …
B 73 54 55 63 N/A 59 90 100
5083
CycleChain
skillnet-mcp Claim
SkillNet MCP Server - Use 200.000k+ Community Skills with MCP
B 73 55 84 82 49 81 58
5084
Parth3930
Enables AI agents to achieve production-ready solutions through iterative refin…
B 73 55 90 58 30 82 91
5085
winninghealth
Provides access to 56 professional medical calculators covering multiple specia…
B 73 54 74 58 N/A 43 94 92
5086
greatSumini
Crawls Korean stock market data from Naver Finance, providing real-time informa…
B 73 55 66 62 56 83 99
5087
stefanjwojcik
Enables Claude to access and manage a travel company's customer data, trip hist…
B 73 54 78 58 N/A 21 95 100
5088
timjrobinson
Freesound MCP Server Claim 1
An MCP server that enables AI assistants to search, analyze, and retrieve infor…
B 73 55 75 66 45 82 93
5089
openSVM
solana mcp sever to enable solana rpc methods
B 73 54 86 36 N/A 61 95 87
5090
Artegy
Enables comprehensive codebase analysis using Google's Gemini AI through CLI in…
B 73 54 90 58 N/A 16 95 91
5091
avisekrath
Zulip MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Zul…
B 73 55 69 75 47 81 89
5092
markswendsen-code
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
B 73 54 75 62 N/A 32 89 100
5093
OkGoDoIt
BeeMCP Claim
Unofficial MCP server that bridges AI assistants with Bee wearable lifelogging …
B 73 54 88 40 42 90 100
5094
shawndrake2
SBA MCP Server Claim 1
Provides access to SBA small business size standards and SBIR/STTR federal R\&D…
B 73 55 90 55 27 82 99
5095
tuckerschreiber
Fullrun is an AI agent that manages Google Ads for you. It monitors your campai…
B 73 54 70 62 51 80 98
5096
dminkovski
azure-diagram-mcp Claim
MCP server that turns natural-language prompts into Microsoft Azure architectur…
B 73 54 72 61 N/A 61 80 88
5097
ampcome-mcps
A server implementation that enables LLMs to interact with Salesforce data thro…
B 73 54 74 61 N/A 43 87 96
5098
yeahdongcn
A Model Context Protocol server that allows managing VMware Fusion virtual mach…
B 73 55 57 82 N/A 42 95 82
5099
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5100
0x-hewm
Provides browser automation, AI-powered analysis, visual processing, web scrapi…
B 73 54 72 63 N/A 32 95 92
Showing 5051–5100 of 46053 servers
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