MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8751
cerebralvalley
Enables discovery and submission of AI community events, hackathons, and meetup…
C 68 55 66 60 29 81 94
8752
ResakaGit
mcp-glassbox Claim 1
An MCP server that enables running tests and retrieving filtered telemetry summ…
C 68 54 51 65 N/A 40 90 89
8753
realmindsai
A flexible MCP server that enables users to define and execute arbitrary comman…
C 68 55 84 87 N/A 19 95 35
8754
developzir
gepa-mcp Claim
MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for auto…
C 68 54 78 31 N/A 49 95 85
8755
b1997oct
Provides tools for managing todo lists, checking weather, and accessing user in…
C 68 55 78 41 35 80 100
8756
xucodeboy
Provides comprehensive MySQL database operations including CRUD, performance op…
C 68 55 78 45 45 81 84
8757
dinesh-nalla-se
Chrome DevTools MCP Claim 1
MCP server for Chrome DevTools
C 68 54 65 25 N/A 70 90 96
8758
cheungxin
JianDaoYun MCP Server Claim 1
A Model Context Protocol server for JianDaoYun form data management, supporting…
C 68 55 65 100 N/A 20 95 44
8759
Olson3R
Confluence MCP Server Claim 2
A Model Context Protocol server that provides secure access to Atlassian Conflu…
C 68 55 75 57 23 80 95
8760
Lodimup
Enables full desktop automation on macOS through natural language, including mo…
C 68 54 62 50 N/A 25 95 100
8761
JamesANZ
prediction-market-mcp Claim 1
An MCP server that provides real-time prediction market data from multiple plat…
C 68 55 51 61 57 82 94
8762
agenthotspot
Enables AI agents to search and discover over 6,000 curated MCP connectors from…
C 68 55 64 43 54 82 98
8763
MammothGrowth
dbt CLI MCP Server Claim
A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI …
C 68 55 72 56 42 77 88
8764
sam2332
Generates customizable placeholder images with configurable dimensions, colors,…
C 68 55 54 100 N/A 32 95 46
8765
pscheit
An MCP server that utilizes Trello as a knowledge base for storing, searching, …
C 68 55 63 62 42 78 93
8766
thirdstrandstudio
XPath Server Claim 1
Execute XPath queries on XML and HTML content effortlessly. Fetch and query dat…
C 68 55 71 50 N/A 44 81 92
8767
hxie-pallas
Strava Training MCP Claim 1
Provides comprehensive access to Strava API for marathon training and race anal…
C 68 55 60 82 45 81 66
8768
jahfer
JMAP MCP Server Claim
JMAP MCP Server
C 68 55 86 70 45 81 46
8769
kajidog
VOICEVOX TTS MCP Claim
A text-to-speech MCP server that enables AI assistants to speak using the VOICE…
C 68 55 80 32 54 81 91
8770
hookdeck
hookdeck-cli Claim
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and…
C 68 54 76 0 N/A 85 91 97
8771
bunasQ
Brainrot MCP Claim
Automatically plays Subway Surfers gameplay in the background during coding ses…
C 68 54 68 56 N/A 26 95 85
8772
0xikarus
Enables management of Linear kanban boards, projects, and issues directly throu…
C 68 55 72 57 25 80 98
8773
overstarry
qweather-mcp Claim
a qweather mcp server
C 68 54 54 68 N/A 33 83 98
8774
carlosarmenta75
Enables CRUD operations and schema exploration on Microsoft Dataverse databases…
C 68 55 78 50 27 76 99
8775
PortlandKyGuy
Dynamic MCP Server Claim
Creates custom MCP servers from JSON configuration files that can execute AI-po…
C 68 54 78 57 N/A 68 90 43
8776
theoklitosBam7
Automatically generates conventional commit messages from staged git changes an…
C 68 55 70 31 70 82 93
8777
josemiteba
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
C 68 55 72 62 21 81 94
8778
abhinavnatarajan
sqlite-reader-mcp Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 54 74 35 N/A 37 95 96
8779
danielrosehill
Save-To-NAS MCP Claim
Enables saving files and folders to a local NAS over NFS with automatic share d…
C 68 54 60 58 N/A 29 95 91
8780
Y1L1N10
XMind Generator MCP Claim 1
An MCP server that enables users to generate structured XMind mind maps with hi…
C 68 54 51 62 N/A 58 89 83
8781
teelaitila
Enables iterative deep research by integrating AI agents with search engines, w…
C 68 55 54 61 54 81 89
8782
Sunwood-ai-labs
Ideogram MCP Server Claim 2
A Model Context Protocol server that provides image generation capabilities usi…
C 68 55 57 66 48 80 88
8783
gendosu
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 68 55 92 65 46 81 41
8784
wabox32
schema-engram-mcp Claim 1
An MCP server that provides persistent memory for database schemas by storing t…
C 68 44 49 N/A N/A 27 95 94
8785
xinmu-wyb
Enables AI assistants to intelligently fetch, parse, search, and rank resumes f…
C 68 55 72 56 25 81 94
8786
Opti-kjh
Palette MCP Claim
Converts Figma designs to React/Vue code using existing Design System component…
C 68 55 72 68 58 81 54
8787
cdepool
Enables management of ride-sharing operations including searching for available…
C 68 55 72 58 27 81 93
8788
leoking670
Fetch MCP Claim
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 68 54 48 73 N/A 30 92 92
8789
technohead
Enables comprehensive interaction with SmartThings devices, locations, scenes, …
C 68 55 80 42 42 81 90
8790
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
8791
MastaP
Provides LLM access to Unicity gaming platform games through a payment-gated da…
C 68 55 60 70 27 78 99
8792
fireproof-storage
Fireproof ledger database with multi-user sync
C 68 55 80 50 25 80 96
8793
vinnyfds
DocAgent Claim
AI-powered document generation suite that creates comprehensive software docume…
C 68 55 66 56 40 81 93
8794
ceciliomichael
Collects user feedback with text and image support through an Electron app, all…
C 68 54 66 57 N/A 27 95 88
8795
Three-Little-Birds
OpenVSP MCP Server Claim
Enables automated geometry editing and aerodynamic analysis using OpenVSP and V…
C 68 55 48 70 N/A 49 95 77
8796
elias-michaias
Provides AI systems with access to Onyx programming language documentation thro…
C 68 55 96 75 28 81 38
8797
plrdev
Enables interaction with CubeCobra's API to access and manage Magic: The Gather…
C 68 55 66 70 29 80 87
8798
xraywu
Leverages large language models to analyze users' WeGene genetic testing report…
C 68 55 94 41 20 76 93
8799
cr7258
MCP server for interacting with Elasticsearch
C 68 54 61 35 N/A 81 75 99
8800
tjx666
vscode-mcp Claim 1
MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functional…
C 68 54 57 58 N/A 58 95 70
Showing 8751–8800 of 30006 servers
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