MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29750
Scored
2112
Verified
16952
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15801
chechle39
Enables automated visual testing by comparing screenshots against baseline imag…
F 30 54 78 61 N/A 32 89 91
15802
kukapay
crypto-news-mcp Claim 1 2
An MCP server that provides real-time cryptocurrency news sourced from NewsData…
F 30 55 51 37 45 80 100
15803
hongxianzhi
SeeDream Image MCP Claim 1
Enables AI-powered image generation using Volcano Engine's SeeDream 4.0 model. …
F 30 66 66 67 0 52 80 72
15804
kriasoft
mcp-client-gen Claim 1
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
F 30 66 96 10 0 77 78 100
15805
wenb1n-dev
mysql_mcp_server_pro Claim 1
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also inclu…
F 30 54 90 45 N/A 68 87 83
15806
luc-me
LTspice MCP Server Claim 1
This server enables LLMs to design, simulate, and debug electronic circuits usi…
F 30 54 36 31 N/A 23 87 90
15807
pinkpixel-dev
deep-research-mcp Claim 1 2
A Model Context Protocol (MCP) compliant server designed for comprehensive web …
F 30 55 85 62 N/A 55 76 92
15808
seungmin988
DocuFlow Claim 1 2
A TypeScript-based document processing server that supports various document fo…
F 30 55 60 56 44 76 40
15809
dbankscard
Jamf Pro MCP Server Claim 1 2
Enables AI assistants to interact with Jamf Pro for comprehensive Apple device …
F 30 66 100 68 0 60 80 86
15810
henry2craftman
Enables Claude to collaborate with Gemini for code reviews, second opinions, an…
F 30 55 78 56 44 78 87
15811
narphorium
Memex Claim 1 2
A tool for Model Context Protocol (MCP) that allows you to analyze web content …
F 30 55 78 57 39 76 92
15812
ssuyjk-del
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 30 64 60 61 0 31 90 100
15813
honeyvig
AI Vision MCP Server Claim 1 2
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
F 30 55 84 61 48 80 91
15814
vsiwach
Personal Resume Agent Claim 1
Enables Claude to intelligently query and analyze your resume using RAG technol…
F 30 54 86 36 N/A 46 87 100
15815
kokushin
Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game …
F 30 55 48 57 28 76 59
15816
lsemenenko
OpenHue MCP Server Claim 1 4
Enables control of Philips Hue lights through Claude and other LLM interfaces u…
F 30 55 78 100 32 71 36
15817
nmontoro44
Enables Claude to collect and search for product feedback directly from Slack w…
F 30 55 78 56 27 82 93
15818
shanejonas
openrpc-mpc-server Claim 1 2
A Model Context Protocol (MCP) server that provides JSON-RPC functionality thro…
F 30 55 96 100 50 74 74
15819
howardpen9
kimi-code-mcp Claim 1 2
Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase …
F 30 54 57 62 N/A 69 90 93
15820
Toloka
Tendem MCP Claim 1 2
An MCP server for Tendem that enables users to complete tasks using a hybrid of…
F 30 55 39 43 60 78 92
15821
variflight
Variflight MCP Server Claim 1
A Model Context Protocol server implementation that provides tools for querying…
F 30 54 72 63 23 81 92
15822
BearHuddleston
Spec-driven Go MCP server template for building domain MCPs with AI-agent onboa…
F 30 54 96 36 N/A 56 90 90
15823
r-huijts
ethics-check-mcp Claim 1 3
MCP server for comprehensive ethical analysis of AI conversations, detecting bi…
F 30 54 69 61 N/A 44 88 90
15824
chen9z
Graphiti MCP Server Claim 1
Enables AI assistants to build and query temporally-aware knowledge graphs from…
F 30 55 78 66 21 80 93
15825
ckz
Flux Schnell MCP Server Claim 1 2
A server that enables generating images through the Replicate API by calling th…
F 30 55 88 67 33 80 100
15826
oxgeneral
agentnet Claim 1 2
Agent-to-agent referral network where AI agents discover, recommend, and refer …
F 30 66 90 52 0 29 80 93
15827
ropon
Weather MCP Server Claim 1 2
Enables LLMs to retrieve 24-hour weather forecasts and city information through…
F 30 55 80 66 23 80 96
15828
falahgs
Enables AI agents to generate music and audio content using the MiniMax Music A…
F 30 55 72 66 21 80 89
15829
jkawamoto
mcp-florence2 Claim 1 2
An MCP server for processing images using Florence-2
F 30 54 57 52 N/A 75 90 100
15830
spencerhhubert
illustrator-mcp-server Claim 1 2
mcp server to run scripts on adobe illustrator
F 30 54 72 45 N/A 22 84 96
15831
TalaoDAO
MCP server for verifying EUDI/Talao wallet data via OIDC4VP (pull) for AI agent…
F 30 66 79 100 87 48 74 91
15832
worlddebugger
Freqtrade-MCP Claim 1
Integrates with the Freqtrade cryptocurrency trading bot via its REST API to en…
F 30 55 48 32 48 80 94
15833
xue20010808
readfile_mcp Claim 1
Explore your local files with fast glob matching and text search. Find files ac…
F 30 54 66 51 N/A 31 82 83
15834
TnoobT
FishClaw MCP Claim 1 2
An MCP server that automates Xianyu marketplace operations through Playwright, …
F 30 54 53 38 N/A 30 90 90
15835
niradler
Planer MCP Server Claim 1
An intelligent task management server that generates context-aware engineering …
F 30 55 60 58 29 80 93
15836
ober
gerbil-mcp Claim 1
Provides AI assistants with live access to a Gerbil Scheme environment to evalu…
F 30 54 96 56 N/A 37 84 84
15837
sonirico
mcp-stockfish Claim 1
🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.
F 30 54 70 55 N/A 51 90 92
15838
situ2001
unplugin-mcp Claim 1
A unified plugin for developers integrating MCP servers into modern JavaScript …
F 30 54 72 40 N/A 59 89 88
15839
wowok-ai
WoWok MCP Server Claim 1
An AI-driven web3 collaboration protocol that enables users to create, collabor…
F 30 54 78 57 N/A 50 90 77
15840
cateland
Todo MCP Server Claim 1
A robust Model Context Protocol server for managing todos with capabilities for…
F 30 55 72 60 47 80 74
15841
psikosen
A Node.js MCP server that loads and manages decision trees from .rtdq files and…
F 30 55 84 65 26 80 91
15842
twelve-web
Track MCP Claim 1 2
A professional tool for automatically generating enterprise-standard tracking c…
F 30 54 72 62 N/A 30 87 81
15843
Tommertom
sonos-ts-mcp Claim 1 2
Comprehensive Sonos audio system control through pure TypeScript implementation…
F 30 54 92 58 N/A 34 89 71
15844
QAInsights
locust-mcp-server Claim 1
Locust MCP Server for performance testing
F 30 54 60 27 N/A 40 87 88
15845
MeroZemory
Suno-MCP Claim 1
Enables music generation through Suno AI, providing tools for account authentic…
F 30 54 72 41 N/A 55 88 92
15846
marcopesani
Serper Search and Scrape Claim 1 2
A TypeScript-based MCP server that provides web search and webpage scraping cap…
F 30 54 100 61 N/A 48 92 93
15847
dmmulroy
opensrc-mcp Claim 1
A codemode MCP server for fetching and querying dependency source code from npm…
F 30 55 76 61 57 78 77
15848
palolxx
Provides advanced AI reasoning and strategic thinking capabilities using Pollin…
F 30 55 94 58 21 78 95
15849
lucad-28
Traffic MCP Server Claim 1 2
Provides traffic prediction and route optimization tools that consume a REST AP…
F 30 55 78 61 21 80 91
15850
juspay
FDEP MCP Server Claim 1 2
Provides static code analysis for enterprise-scale Haskell codebases with 40+ c…
F 30 55 96 55 21 77 88
Showing 15801–15850 of 50515 servers
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