MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7051
excelsier
Things MCP Server Claim
Lets you use Claude Desktop to interact with your task management data in Thing…
B 71 54 96 33 N/A 33 95 85
7052
rezashahnazar
Integrates Perplexity AI's chat capabilities with real-time web search, enablin…
B 71 55 86 100 28 81 39
7053
AbdurRaahimm
Enables execution of terminal commands, git operations, and automated setup of …
B 71 54 78 51 N/A 39 80 100
7054
jahfer
DAV MCP Server Claim 1
A Model Context Protocol server that allows users to interact with their CalDAV…
B 71 55 63 72 41 81 94
7055
zegh6389
An intelligent system that automatically scrapes Canadian news sources, process…
B 71 55 84 62 22 81 92
7056
weidwonder
Execute commands on local or remote hosts seamlessly. Leverage a powerful inter…
B 71 55 90 91 N/A 30 84 39
7057
nanameru
Sora2 MCP Claim 1
Enables programmatic creation, management, and remixing of AI-generated videos …
B 71 55 78 68 21 80 93
7058
erinlkolp
Discord MCP Server Claim
Enables direct interaction with Discord servers to send messages, read channel …
B 71 55 72 72 27 80 95
7059
hd-deman
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
B 71 54 60 58 N/A 56 90 94
7060
dsouzaAnush
Heroku Code MCP Claim
Search and execute Heroku Platform API operations
B 71 55 72 72 N/A 30 81 89
7061
mbrt
Kustomize MCP Claim 1
An MCP server designed to help AI models refactor Kubernetes configurations by …
B 71 54 57 68 N/A 33 95 96
7062
Uzbyr
Enables management of Mistral AI agents through MCP tools including creating, l…
B 71 55 72 65 27 81 99
7063
team-tissis
NoLang MCP Server Claim
Enables MCP clients like Claude Desktop to generate AI-powered videos through t…
B 71 55 60 72 41 81 96
7064
ganhammar
A Home Assistant Custom Component that provides an MCP server using HTTP transp…
B 71 54 86 26 54 95 91
7065
NakiriYuuzu
sql-mcp Claim 1
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
B 71 55 51 75 51 81 97
7066
AdJIa
Mail MCP Server Claim 2
An MCP server providing comprehensive email management through IMAP and SMTP, a…
B 71 55 79 63 27 82 95
7067
amannm
DoorDash MCP Server Claim 1
Enables interaction with the DoorDash Drive API to create, manage, and track de…
B 71 55 92 95 24 81 41
7068
Euraxluo
Browser-MCP Server Claim
A session-based MCP server that provides advanced browser automation capabiliti…
B 71 55 72 57 43 80 100
7069
eclipsevr-live
A comprehensive Twitch MCP (Model Context Protocol) server providing chat moder…
B 71 55 70 73 22 81 97
7070
ofershap
mcp-server-dns Claim 1
DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zer…
B 71 55 51 100 N/A 55 95 46
7071
skr-cloudify
Repomix Claim
Package remote and local repositories into a compact bundle for rapid code comp…
B 71 54 48 71 N/A 50 95 90
7072
mattreya
Playwright MCP Claim 1
Enables LLMs to perform browser automation and web page interactions using Play…
B 71 55 62 100 52 81 52
7073
FloorIsGround
Enables mathematical operations and calculations through an MCP server interfac…
B 71 54 48 70 N/A 44 95 96
7074
FireKickerton
Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant wit…
B 71 55 78 63 22 81 100
7075
sniper35
Enables management of Verda Cloud GPU instances through Claude, allowing users …
B 71 55 60 82 24 81 99
7076
54rt1n
Container-MCP Claim
A secure, container-based implementation of the Model Context Protocol (MCP) th…
B 71 55 72 55 46 81 100
7077
M-Gonzalo
Provides curated documentation access via the Gemini API, enabling users to que…
B 71 55 90 60 23 80 87
7078
SimonUTD
Enables generation of professional diagrams and interactive prototypes from nat…
B 71 55 84 53 51 81 82
7079
zero-abd
llmmcp Claim 1
Provides real-time, up-to-date documentation for major LLM providers (OpenAI, A…
B 71 55 57 73 51 80 94
7080
smith-nathanh
Vertica MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Ver…
B 71 54 77 56 N/A 22 95 94
7081
dmegabyte
Enables Claude to read, write, append, and clear data in Google Sheets directly…
B 71 55 78 100 32 81 46
7082
tannertm0
Enables AI assistants to connect with Freshservice ITSM for managing tickets, a…
B 71 55 76 63 35 80 90
7083
dasein108
Cyb MCP Server Claim 1
An MCP server that enables AI agents to interact with the Cyber decentralized k…
B 71 54 63 60 N/A 39 95 92
7084
PhialsBasement
Enables browser automation for LLMs on Linux display servers, supporting web in…
B 71 54 86 55 N/A 23 80 99
7085
CLOUDWERX-DEV
GPT Image 1 MCP Claim 1
A Model Context Protocol server that enables generating and editing images usin…
B 71 55 69 72 46 81 82
7086
acyment
Enables running Swift package tests through the swift test command in specified…
B 71 54 66 60 N/A 39 95 91
7087
ipfind
ipfind-mcp-server Claim
IP Address location service using the [IP Find](https://ipfind.com) API
B 71 55 68 60 40 82 100
7088
huntkil
An MCP (Model Context Protocol) server for efficiently managing Markdown docume…
B 71 54 80 51 N/A 18 95 99
7089
dinesh-nalla-se
playwright-mcp Claim 1
Playwright Tools for MCP
B 71 55 62 100 N/A 54 83 46
7090
Elkhn
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model C…
B 71 54 84 41 N/A 27 95 99
7091
jcwleo
CCXT MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
B 71 55 63 68 54 81 90
7092
ach968
Finnhub MCP Server Claim 2
An MCP server that provides access to financial market data via the Finnhub API…
B 71 55 69 72 27 82 93
7093
vfa-khuongdv
Enables AI agents to interact with Chatwork by reading and sending messages, ma…
B 71 55 60 66 54 78 100
7094
vog01r
Enables managing Google Cloud Platform infrastructure through natural language,…
B 71 55 90 51 28 81 92
7095
lgariv
SSH MCP Server Claim
Enables SSH connectivity and remote command execution on servers, allowing user…
B 71 55 72 100 47 81 44
7096
duolingo
slack-mcp Claim
Read-only MCP server for Slack with OAuth 2.1 authentication, enabling message …
B 71 54 78 45 N/A 43 90 92
7097
jjsteffen23
Enables verification of natural language claims against CME prediction market d…
B 71 55 84 67 27 80 84
7098
oeo
Enables crawling and extracting clean content from documentation websites with …
B 71 55 90 56 23 80 92
7099
karayaman
Interact with the Lichess chess platform using natural language. Manage your ac…
B 71 55 85 65 N/A 43 81 68
7100
azumausu
Enables AI agents to analyze shogi (Japanese chess) positions and moves by inte…
B 71 54 66 63 N/A 43 95 83
Showing 7051–7100 of 66455 servers
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