MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6801
kevingduck
A local server that enables Google's Gemini AI to safely read, write, and list …
B 71 54 90 45 N/A 16 90 100
6802
HashkeyHSK
Hashkey MCP Server Claim 1
A Model Context Protocol server that provides onchain tools for AI applications…
B 71 55 57 70 52 81 93
6803
AlanTaranti
Enables AI assistants to search Slack messages and channels using the Slack Web…
B 71 55 84 60 32 81 87
6804
nocoo
A Model Context Protocol server that enables AI tools to automatically log thei…
B 71 55 69 100 N/A 40 95 39
6805
PraveenJoshua23
A Model Context Protocol server that connects to a payments company's developer…
B 71 54 69 61 N/A 26 92 99
6806
TheoEwzZer
winsight Claim
Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
B 71 54 66 32 N/A 69 95 100
6807
refgrow
mcp Claim
Model Context Protocol server for Refgrow affiliate program management API
B 71 54 60 72 N/A 35 84 96
6808
solclaimer
An MCP server that enables AI assistants to analyze Solana wallets for empty or…
B 71 55 63 57 56 80 98
6809
matthiashuebner
Enables integration with Xentral ERP system through a Model Context Protocol se…
B 71 55 78 72 21 81 90
6810
yoriichi-07
Multi Orchestrator Claim
Coordinate specialized roles to plan, build, test, and deploy applications end …
B 71 54 84 43 N/A 34 95 89
6811
Raroford32
debank-mcp-server Claim
B 71 54 78 48 N/A 43 90 91
6812
Wayfinder-Foundry
STAC MCP Server Claim
Enables AI assistants to search and access geospatial datasets through STAC (Sp…
B 71 55 62 82 70 81 60
6813
scmcphub
cellrank-mcp Claim
Enables natural language interaction for scRNA-Seq analysis including preproces…
B 71 55 84 63 39 81 77
6814
efikuta
Transforms YouTube into a queryable knowledge source with search, video details…
B 71 55 84 63 25 81 91
6815
m-yoshiro
Storybook MCP Server Claim 1
A Model Context Protocol server that integrates with Storybook to help AI tools…
B 71 55 69 62 41 81 96
6816
lxy2109
Doubao TTS MCP Claim 1
A Model Context Protocol server that wraps Volcengine's Text-to-Speech API, all…
B 71 55 57 82 44 81 87
6817
koladev32
Facilitates note storage and summarization through custom URIs, allowing users …
B 71 54 78 56 N/A 20 95 94
6818
Fastops-ai
Enables users to collect, search, and retrieve product feedback and full conver…
B 71 55 84 57 29 80 92
6819
srafi26
MCP Server Claim 1
A Model Context Protocol server implementation that provides basic utility tool…
B 71 55 75 100 N/A 23 95 40
6820
emit-ia
Enables extraction and processing of YouTube video transcripts from individual …
B 71 55 78 58 26 82 100
6821
takeachangs
Strudel MCP Server Claim 1
Enables AI assistants to work with Strudel live coding patterns for music creat…
B 71 55 68 62 46 82 92
6822
luquitared
A starter template for building Model Context Protocol servers that can integra…
B 71 55 54 100 N/A 23 95 68
6823
Uzbyr
Enables management of Mistral AI agents through MCP tools including creating, l…
B 71 55 72 65 27 81 99
6824
maxouverzou
A task management MCP server that provides tools to create, list, complete, and…
B 71 55 72 70 24 83 95
6825
hiromima
lovable-mcp-server Claim 1
An MCP server for real-time analysis of Lovable-generated projects, enabling Cl…
B 71 54 94 25 N/A 43 90 96
6826
akalaric
MCP_WolframAlpha Claim
MCP\_WolframAlpha
B 71 55 72 50 57 81 97
6827
cyborgx0x
mcp-docmost Claim 2
An MCP server for the Docmost documentation platform that enables managing page…
B 71 55 63 65 45 80 100
6828
businessarchi
N8N MCP Server Claim 1
Enables management of multiple N8N workflow automation instances through MCP. S…
B 71 55 78 62 27 80 99
6829
XInTheDark
Fetch MCP Server Claim
Enables LLMs to retrieve and process web content by fetching URLs and convertin…
B 71 55 72 100 39 81 48
6830
joshuadanpeterson
An intelligent server that transforms local Dash documentation into a context-a…
B 71 55 94 74 N/A 33 95 38
6831
RyotaOzawa0
An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensiv…
B 71 55 69 71 44 82 83
6832
Dustyposa
A high-performance server for analyzing GitHub user starred repositories, provi…
B 71 55 62 73 39 82 93
6833
jlromano
Miro MCP Server Claim 1
Enables Claude Desktop to interact with Miro boards to list projects, retrieve …
B 71 55 78 66 21 80 99
6834
yuque
Yuque MCP Server Claim 2
MCP server for Yuque (语雀) that exposes your knowledge base to AI assistants thr…
B 71 54 69 68 65 67 88
6835
eliasbiondo
Reddit MCP Server Claim
Provides AI assistants with access to Reddit data for searching, browsing subre…
B 71 55 70 36 76 84 98
6836
ChristophEnglisch
MCP server implementation for Keycloak user management. Enables AI-powered admi…
B 71 55 79 57 N/A 39 81 91
6837
YogaSakti
Provides real-time Indonesian stock market (IDX) data including prices, technic…
B 71 55 78 100 N/A 32 90 39
6838
Zwe1
Enables AI coding tools like Cursor to access Figma design files and metadata, …
B 71 55 66 70 44 81 89
6839
vivalalova
A TypeScript-based MCP server that enables users to manage text notes and gener…
B 71 54 78 55 N/A 20 90 100
6840
pylonapi
pylon-mcp Claim 1
x402-native API gateway with 20+ capabilities (web-extract, web-search, transla…
B 71 55 66 72 31 80 100
6841
schicks
ts-refactor-mcp Claim 1
An MCP server that enables AI agents to move TypeScript files and directories w…
B 71 55 63 100 N/A 51 95 35
6842
nanameru
Manus MCP Claim
Enables integration with Manus AI to create AI tasks with custom prompts, manag…
B 71 55 78 67 23 81 92
6843
dylangroos
NHL MCP Server Claim 3
Provides structured access to NHL data including teams, players, standings, sch…
B 71 55 82 100 26 82 43
6844
giuseppe-coco
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive an…
B 71 55 60 72 39 82 100
6845
BjornMelin
High-performance server enabling AI assistants to access web scraping, crawling…
B 71 55 64 73 36 81 94
6846
liaoshengrong
Enables one-click deployment of static websites and HTML files to IPFS through …
B 71 54 74 58 N/A 46 87 85
6847
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
6848
Hexpy-Games
Enables AI services like Claude and Cursor to remotely control a Mac by executi…
B 71 55 84 43 59 76 90
6849
melaodoidao
Data.gov MCP Server Claim 3
An MCP server that provides access to government datasets from Data.gov, enabli…
B 71 55 79 100 38 82 42
6850
sudinigoutham
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
B 71 54 63 56 N/A 39 92 99
Showing 6801–6850 of 58579 servers
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