MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10901
broerjuang
MCP Weather Server ⚡ Claim
A containerized server that provides weather tools for AI assistants, allowing …
C 64 5⁄5 ◉ ⏳ 54 100 N/A 21 95 35
10902
kokogo100
ragalgo ⚡ Claim
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto ma…
C 64 6⁄4 ◉ ⏳ 78 72 0 51 95 86
10903
belljustin
Enables creating Spotify playlists based on text descriptions by connecting Cur…
C 64 5⁄5 ◉ ⏳ 66 35 — 40 81 95
10904
sunub
Search your Obsidian vault to quickly find notes by title or keyword, summarize…
C 64 6⁄6 ◉ ⏳ 90 65 0 70 81 84
10905
tuncer-byte
CURSOR25X ⚡ Claim 1
An interactive task loop MCP server for Cursor IDE that enables continuous web …
C 64 5⁄4 ◉ ⏳ 66 27 N/A 44 90 94
10906
reklis
Enables AI agents to interact with Google Analytics 4 data, providing tools for…
C 64 5⁄5 ◉ ⏳ 68 22 — 50 82 100
10907
txn2
mcp-trino Claim 1
MCP server for Trino data warehouses. Query, analyze plans, and explore schemas.
C 64 6⁄4 ◉ ⏳ 79 41 0 87 95 94
10908
dev-ithitchhiker
A tool for manipulating Google Spreadsheet and Google Drive using MCP (Metoro C…
C 64 5⁄5 ◉ ⏳ 70 32 — 50 81 86
10909
argia-andreas
Linear MCP Server ⚡ Claim 1
A server that allows AI assistants to access and retrieve Linear ticket data th…
C 64 5⁄5 ◉ ⏳ 68 70 — 25 81 66
10910
rezaeim
A basic implementation of a Model Context Protocol server that demonstrates cor…
C 64 5⁄4 ◉ ⏳ 66 27 N/A 39 92 96
10911
lapras-inc
lapras-mcp-server ⚡ Claim
LAPRASの公式MCPサーバーで、求人検索や職歴・スキル管理を可能にします。
C 64 5⁄4 ◉ ⏳ 74 42 — 80 95 30
10912
JaeAeich
Poiesis MCP Server ⚡ Claim
Enables AI assistants to create, monitor, and manage computational tasks throug…
C 64 5⁄5 ◉ ⏳ 86 68 — 44 81 29
10913
Pratyay
mac-monitor-mcp ⚡ Claim 1
Identifies resource-intensive processes on macOS and provides performance impro…
C 64 5⁄4 ◉ ⏳ 60 40 N/A 30 90 96
10914
thichcode
Matomo MCP Server ⚡ Claim 1
A Model Context Protocol server that provides tools to interact with Matomo Ana…
C 64 5⁄5 ◉ ⏳ 57 62 — 19 81 95
10915
yangkyeongmo
Enables integration with OpenMetadata by wrapping its REST API for standardized…
C 64 5⁄5 ◉ ⏳ 60 35 — 63 78 90
10916
featherflow
BitScale MCP Server ⚡ Claim 1
Connects your BitScale workspace to Claude, allowing you to manage grids, fetch…
C 64 5⁄5 ◉ ⏳ 54 40 — 48 82 100
10917
Leonelberio
WordPress MCP Server ⚡ Claim 1
A server that enables interaction with WordPress sites through REST API, allowi…
C 64 5⁄5 ◉ ⏳ 84 68 — 39 76 39
10918
BrianCusack
Provides access to organizational Sharepoint documents through the Microsoft Gr…
C 64 5⁄5 ◉ ⏳ 76 41 — 25 81 88
10919
Xeron2000
Viral Shorts ⚡ Claim 1
An MCP server that enables discovery and analysis of trending YouTube Shorts us…
C 64 5⁄5 ◉ ⏳ 75 91 — 44 81 12
10920
lmorchard
Provides access to Brian Eno and Peter Schmidt's Oblique Strategies card deck t…
C 64 5⁄5 ◉ ⏳ 70 31 — 31 84 99
10921
annyzhou
Gmail MCP ⚡ Claim
A read-only MCP server that enables users to interact with the Gmail API to sea…
C 64 5⁄5 ◉ ⏳ 60 37 — 42 82 99
10922
marcindulak
Local speech-to-text MCP server for Linux that transcribes audio via push-to-ta…
C 64 5⁄4 ◉ ⏳ 84 33 N/A 51 90 58
10923
nitvob
Weather MCP Server ⚡ Claim
Provides real-time weather forecasts and alerts for US locations using the Nati…
C 64 5⁄5 ◉ ⏳ 72 28 — 30 83 100
10924
arnaldo-delisio
Enables interaction with X (Twitter) to post tweets, threads, and replies while…
C 64 5⁄5 ◉ ⏳ 60 40 — 37 82 98
10925
cdn221
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 64 5⁄4 ◉ ⏳ 48 66 N/A 21 95 82
10926
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 5⁄4 ◉ ⏳ 54 58 N/A 20 95 86
10927
ShaoRou459
Memos MCP Server ⚡ Claim
Enables AI agents to interact with Memos instances for personal note-taking and…
C 64 5⁄5 ◉ ⏳ 60 41 — 39 81 100
10928
Semutireng22
Monad MCP Server ⚡ Claim
Enables interaction with the Monad testnet to check balances, examine transacti…
C 64 5⁄5 ◉ ⏳ 60 42 — 42 81 94
10929
kerodkibatu
Implore MCP ⚡ Claim
Enables AI assistants to request human input through interactive GUI dialogs wi…
C 64 5⁄4 ◉ ⏳ 60 57 N/A 26 89 80
10930
Toru-Takagi
Enables interaction with Togello's task management and activity tracking system…
C 64 5⁄5 ◉ ⏳ 48 62 — 34 82 94
10931
quintana1308
MCP MariaDB Server ⚡ Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 5⁄5 ◉ ⏳ 66 38 — 39 81 96
10932
connectaman
PitchLense MCP ⚡ Claim
Enables comprehensive AI-powered startup investment risk analysis across 9 cate…
C 64 5⁄5 ◉ ⏳ 72 30 — 67 81 71
10933
willianmarcel
MCP Weather Server ⚡ Claim 1
Provides real-time weather data and 5-day forecasts using OpenWeatherMap API. S…
C 64 5⁄5 ◉ ⏳ 72 43 — 21 80 93
10934
tomaspavlin
Rohlik MCP ⚡ Claim 1
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
C 64 6⁄6 ◉ ⏳ 84 70 0 56 78 100
10935
TencentCloudBase
CloudBase MCP ⚡ Claim
Bridges AI IDEs with Tencent CloudBase for seamless deployment, enabling users …
C 64 6⁄4 ◉ ⏳ 94 38 0 86 95 80
10936
Demontie
An MCP server that retrieves product data from the DummyJSON API, supporting fi…
C 64 5⁄5 ◉ ⏳ 51 100 — 19 81 53
10937
joe-watkins
WCAG MCP Server ⚡ Claim
Provides comprehensive access to WCAG 2.2 accessibility guidelines, including a…
C 64 6⁄6 ◉ ⏳ 94 68 0 34 81 100
10938
antonpk1
A Model Context Protocol server built with Express.js that provides cryptograph…
C 64 5⁄5 ◉ ⏳ 63 47 — 34 76 98
10939
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Rajast…
C 64 5⁄5 ◉ ⏳ 60 60 — 21 81 88
10940
kirha-ai
Kirha MCP Gateway ⚡ Claim
A unified interface that provides AI agents with access to premium data sources…
C 64 5⁄5 ◉ ⏳ 72 67 — 43 81 47
10941
santosh-ksharma
Weather MCP Server ⚡ Claim
Provides weather forecast and alert information from the National Weather Servi…
C 64 5⁄4 ◉ ⏳ 64 33 N/A 25 92 100
10942
xiaoyuchenhot
Provides calculator tools for mathematical operations, access to TypeScript SDK…
C 64 5⁄5 ◉ ⏳ 54 55 — 25 81 100
10943
JackKuo666
PubMed-MCP-Server ⚡ Claim
🔍 Enable AI assistants to search, access, and analyze PubMed articles through a…
C 64 5⁄5 ◉ ⏳ 70 27 — 44 82 98
10944
MacromNex
Enables protein sequence analysis and structure prediction by extracting ESM-2 …
C 64 5⁄5 ◉ ⏳ 72 35 — 28 81 98
10945
snjyor
MCP service that provides real-time access to Binance cryptocurrency market dat…
C 64 5⁄5 ◉ ⏳ 68 82 — 51 80 32
10946
diasrafael
AWS Athena MCP Server ⚡ Claim 1
A Model Context Protocol server that enables SQL queries and database explorati…
C 64 5⁄5 ◉ ⏳ 57 65 — 18 81 90
10947
steven-altitude
Grist MCP Server ⚡ Claim
Connects Claude Desktop to Grist spreadsheets, enabling users to browse documen…
C 64 5⁄5 ◉ ⏳ 66 43 — 22 82 99
10948
myuon
Refactor MCP ⚡ Claim 1
A Model Context Protocol server that provides powerful regex-based code refacto…
C 64 5⁄5 ◉ ⏳ 57 100 — 26 81 43
10949
ssinha3
Time MCP Server ⚡ Claim 1
A Model Context Protocol server that provides time and timezone conversion capa…
C 64 5⁄5 ◉ ⏳ 63 100 — 23 81 34
10950
wudalu
MCP Hot News Server ⚡ Claim 1
A modern multi-platform hot news aggregation server based on FastMCP that suppo…
C 64 5⁄5 ◉ ⏳ 62 100 — 45 81 21
Showing 10901–10950 of 69093 servers
« Prev 1 … 217 218 219 220 221 … 1382 Next »