MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11651
maccam912
searxng-mcp-server Claim
A TypeScript-based MCP server for SearXNG that allows users to create and summa…
C 63 54 54 30 N/A 43 92 96
11652
carlosrm22
This MCP server provides comprehensive read and write access to Google Classroo…
C 63 55 66 45 25 80 89
11653
zzuse
An MCP server that enables users to compile C++ code and retrieve assembly outp…
C 63 55 57 57 25 82 89
11654
thejens
Lyngdorf MCP Server Claim 1
Controls Lyngdorf Audio devices (TDAI, MP, CD series) via TCP with automatic de…
C 63 66 90 77 0 31 81 94
11655
TheseHandsAreSpiders
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 27 81 82
11656
ahmad2x4
Seq MCP Server Claim
The Seq MCP Server enables interaction with Seq's API endpoints for logging and…
C 63 55 66 82 48 81 27
11657
D-Diaa
An MCP server that enables Claude to perform OCR on local files using Mistral A…
C 63 54 53 55 N/A 21 92 89
11658
Geeksfino
kb-mcp-server Claim 1
An MCP server aimed to be portable, local, easy and convenient to support seman…
C 63 55 57 31 64 80 88
11659
LuciferForge
agent-safety-mcp Claim 1
Unified MCP safety server that detects prompt injection (75 patterns), scans LL…
C 63 55 66 31 43 78 95
11660
kimtth
An experimental and educational app for Ping-pong server demonstrating remote M…
C 63 54 72 35 N/A 18 95 85
11661
Azure-Samples
An MCP server that provides weather information like forecasts and alerts for U…
C 63 55 63 37 29 81 100
11662
scotthavird
A tool for deploying authentication-free Model Context Protocol servers on Clou…
C 63 55 48 68 26 84 81
11663
evo-hydra
morpheus-mcp Claim 1
Provides plan state management and phase gate enforcement for AI development lo…
C 63 55 76 31 27 82 94
11664
DasBalvinderDas
Provides weather-aware travel planning tools that fetch 3-day forecasts and gen…
C 63 55 68 33 27 83 100
11665
LaelLuo
Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants…
C 63 55 60 56 21 81 87
11666
kukapay
cointelegraph-mcp Claim
Providing real-time access to the latest news from Cointelegraph.
C 63 55 64 32 40 82 97
11667
Danson-dan
A hierarchical plan management system built on FastMCP and SQLite that enables …
C 63 54 70 31 N/A 30 90 88
11668
KnightMode
A Model Context Protocol server that provides comprehensive YouTube search func…
C 63 54 55 48 N/A 18 95 89
11669
cayirtepeomer
Provides integration with Gerrit code review system, allowing AI assistants to …
C 63 55 66 46 30 81 85
11670
GongRzhe
Enables Claude and other AI assistants to interact with your computer's audio s…
C 63 54 66 31 N/A 37 84 97
11671
abekek
A Python-based Model Context Protocol server that provides AI assistants with a…
C 63 55 60 35 45 80 98
11672
itsuzef
REAPER MCP Server Claim 2
A Model Context Protocol server that enables AI agents to create fully mixed an…
C 63 55 67 74 N/A 25 95 40
11673
nathanschepers
Provides interactive Python REPL capabilities with persistent sessions, virtual…
C 63 55 60 82 N/A 21 84 56
11674
amornpan
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
C 63 55 78 33 21 80 94
11675
hellokaton
unsplash-mcp-server Claim 1
A MCP server for Unsplash image search.
C 63 55 51 45 48 82 92
11676
thelabvenice
memdata-mcp Claim
MCP server for persistent memory, enabling AI agents to store and semantically …
C 63 64 72 72 0 52 83 100
11677
Sunwood-ai-labs
A Model Context Protocol server that enables efficient management of GitHub iss…
C 63 54 51 57 N/A 56 87 67
11678
imhiroki
Toolrank Claim
# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent dis…
C 63 55 96 10 34 81 88
11679
isnow890
책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가…
C 63 66 88 71 0 46 81 86
11680
kukapay
sui-trader-mcp Claim 1
An MCP server designed for AI agents to perform optimal token swaps on the Sui …
C 63 55 51 60 44 71 90
11681
HolleIvan
Enables AI models to access user geolocation data through EdgeOne Pages Functio…
C 63 55 66 27 39 81 100
11682
im-zhong
Weather MCP Server Claim 1
A Model Context Protocol server that enables users to fetch weather forecasts t…
C 63 54 31 52 N/A 41 95 100
11683
tarcisiodier
MikroTik MCP Claim 1
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
C 63 55 72 74 36 81 39
11684
Pankhur
Public MCP Server Claim
A basic Model Context Protocol (MCP) server implementation that provides a foun…
C 63 55 62 82 N/A 23 95 39
11685
ninad7007
A Model Context Protocol server that enables AI tools to interact with Supabase…
C 63 55 45 68 34 81 85
11686
jonmmease
Enables sending push notifications to your devices via Pushover, allowing you t…
C 63 55 60 48 24 81 94
11687
baolongt
MCP SNS Server Claim 1
A Model Context Protocol server that enables interaction with Service Nervous S…
C 63 55 69 42 22 81 93
11688
bretbouchard
Where's Waldo Rick Claim 1
An MCP server that provides agentic vision capabilities for visual regression t…
C 63 55 51 62 27 81 86
11689
SeongminJaden
tok_mcp Claim
A specialized architecture design MCP server that enables AI-assisted developer…
C 63 55 80 83 29 81 21
11690
madebyaris
Rakit UI AI Claim
Enables AI assistants to present multiple UI component designs in a browser for…
C 63 66 96 58 0 54 77 95
11691
jrm-fusional
fusional Claim
Unified MCP gateway that loads 150+ AI tools via a single Docker command. Execu…
C 63 55 66 10 67 81 97
11692
jutalik
Enables fetching, viewing, and saving NFT data from the Origin Forge API, inclu…
C 63 55 48 60 30 78 98
11693
ChinYoong
Veracode MCP Claim
Enables interaction with the Veracode platform to perform security tasks like r…
C 63 54 60 41 N/A 25 90 94
11694
AndrewMusser
Enables AI assistants to interact with B\&R Automation Studio projects by build…
C 63 54 72 30 N/A 40 84 86
11695
Kurasuai-Inc
Enables text-to-speech playback with multiple Japanese character voices using V…
C 63 54 56 53 N/A 23 95 82
11696
craigsdennis
A remote MCP server that can be deployed on Cloudflare Workers without requirin…
C 63 54 48 58 N/A 21 95 84
11697
System-R-AI
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
C 63 66 90 60 0 55 83 91
11698
xncbf
ChatGPT MCP Server Claim 1
A Model Context Protocol server that allows AI assistants to communicate with t…
C 63 54 51 25 N/A 64 95 87
11699
ruska-ai
MCPServe Claim
A simple MCP Server with Shell Execution capabilities that can be connected to …
C 63 55 62 41 36 74 100
11700
Unlock-MCP
Provides direct access to local documentation files through simple search and o…
C 63 54 66 22 N/A 34 95 93
Showing 11651–11700 of 57160 servers
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