MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28855
Scored
2087
Verified
16951
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11851
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
11852
ajot
Enables domain availability checking through dual verification using WHOIS look…
C 62 55 66 36 19 82 100
11853
cremich
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
C 62 66 86 66 0 47 78 94
11854
montevive
Penpot MCP Server Claim
Bridges AI language models with Penpot design platform, enabling AI assistants …
C 62 55 48 41 48 81 97
11855
cdnguy425
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 62 55 48 67 27 81 81
11856
glassBead-tc
Provides current weather data and city comparisons for any location with suppor…
C 62 55 66 35 22 82 100
11857
msageryd
mcp-macos-utils Claim 2
An MCP server that enables AI assistants to send native macOS notifications wit…
C 62 55 63 83 N/A 21 89 36
11858
mori-mmmm
A collection of custom MCP servers providing various AI-powered capabilities in…
C 62 54 62 58 N/A 37 95 49
11859
call518
MCP-PostgreSQL-Ops Claim
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnos…
C 62 64 88 38 0 65 92 94
11860
shooooori0128
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 62 55 48 68 21 81 84
11861
Dhruvimahale08
Enables AI-powered employee data management in Excel files, automatically class…
C 62 54 54 36 N/A 22 95 99
11862
ToolOracle
CarbonOracle Claim
CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbo…
C 62 55 84 0 40 82 100
11863
shin-usu
LGTM Dog MCP Claim 2
An MCP server that generates images of random dogs from the Dog CEO API with 'L…
C 62 54 51 55 N/A 21 90 88
11864
rutika196
Vizdown-MCP Claim
Converts Markdown files into professional diagrams such as flowcharts, mind map…
C 62 54 66 27 N/A 33 90 91
11865
MorDavid
Hashcat MCP Server Claim 1
A Model Context Protocol server that provides intelligent hashcat integration f…
C 62 54 57 45 N/A 18 92 90
11866
Stoicmehedi
Connects AI assistants to a Kali Linux terminal for executing security tools, m…
C 62 55 66 33 40 81 86
11867
michaelmoser8875
MCP Server Claim
A minimal Python-based server that provides real-time weather data and a safe m…
C 62 55 54 35 43 82 100
11868
r0x0d
linux-mcp-server Claim 2
MCP server for read-only Linux system administration, diagnostics, and troubles…
C 62 64 65 66 0 74 81 95
11869
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
11870
allenbijo
A lightweight server that provides real-time system information including CPU, …
C 62 54 56 22 N/A 43 90 100
11871
sysu-aicpm
Enables AI models to control and query smart home devices (air conditioners, li…
C 62 55 60 68 32 81 58
11872
Cyreslab-AI
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
C 62 66 84 72 0 42 81 92
11873
nathanonn
MCP URL Fetcher Claim 1
A Model Context Protocol server that enables LLMs to fetch and process web cont…
C 62 55 45 62 21 80 97
11874
derekrbreese
Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimiza…
C 62 64 88 43 0 62 90 91
11875
apw124
Logseq MCP Tools Claim 1
A Model Context Protocol server that enables AI agents to interact with local L…
C 62 54 47 37 N/A 43 92 95
11876
homello
Homello MCP Claim
Provides access to Homello platform product documentation and configuration met…
C 62 55 64 30 45 82 91
11877
AlexanderCohen
A deployable Model Context Protocol server on Cloudflare Workers that allows LL…
C 62 55 48 66 26 84 82
11878
JeongJaeSoon
MCP Server Claim
A configurable server implementation that provides MCP (Model-Controller-Protoc…
C 62 55 48 63 23 82 88
11879
elizabethsiegle
An authless Cloudflare Workers server that provides tools to scrape, analyze, a…
C 62 55 70 62 22 81 60
11880
Highpolar-Softwares
A Django app that implements Firebase Model Context Protocol server, enabling A…
C 62 55 66 36 18 81 99
11881
scottglshields
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
C 62 55 48 70 21 81 82
11882
JubinSaniei
MCP SQL Server Claim 1
A Model Context Protocol server that allows Large Language Models like Claude t…
C 62 55 45 61 23 81 93
11883
ifoundry
Provides AI assistants with structured access to an organization's engineering …
C 62 54 88 0 N/A 29 90 96
11884
xixuer
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 68 21 81 83
11885
jpbester
payfast Claim 2
MCP server for PayFast — AI assistants interact with South Africa's payment gat…
C 62 64 57 72 0 54 94 100
11886
4R9UN
Enables AI-powered threat intelligence analysis of IPs, domains, URLs, and file…
C 62 55 68 31 49 81 79
11887
Cam10001110101
A Model Context Protocol server that enables creating, modifying, and validatin…
C 62 55 63 31 41 80 93
11888
sirlordt
Execute commands in visible VSCode terminal tabs with output capture and sessio…
C 62 54 72 0 N/A 55 87 98
11889
hifriendbot
agentwallet Claim
Wallet infrastructure for Ai agents. EVM + Solana. x402 payments. No KYC.
C 62 64 76 72 0 48 83 93
11890
aotal
Exposes DICOM operations as tools for AI agents to interact with medical imagin…
C 62 55 54 53 24 81 91
11891
stefanoamorelli
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…
C 62 54 64 25 N/A 62 90 71
11892
PoliTwit1984
GitHub MCP Server Claim 2
A Model Context Protocol server that enables AI models to interact with GitHub'…
C 62 55 75 45 17 81 79
11893
Badribn0612
img-gen Claim
Provides tools for generating optimized images via Google's Gemini model and fe…
C 62 55 72 32 24 76 100
11894
kaiyuanzhuadmin
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 68 21 81 83
11895
nipunbatra
VayuChat MCP Claim
A FastMCP server for natural language data analysis that allows users to load C…
C 62 54 72 31 N/A 30 82 90
11896
imatza-rh
mcp-zuul Claim 1
Zuul CI — build failure analysis, log search, pipeline status, and job configur…
C 62 55 76 0 N/A 85 69 94
11897
ivanmartinezmorales
RabbitMQ MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to i…
C 62 55 39 100 N/A 22 95 40
11898
laoyouf
weather-mcp-server Claim
C 62 54 54 31 N/A 39 94 90
11899
arushsingh17
brd-enhancer-mcp Claim
Enhances developer tasks by retrieving relevant context from project documentat…
C 62 55 54 82 27 81 55
11900
kukapay
thegraph-mcp Claim 1
An MCP server that powers AI agents with indexed blockchain data from The Graph.
C 62 55 57 41 40 78 93
Showing 11851–11900 of 33692 servers
« Prev 1 236 237 238 239 240 674 Next »