MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11601
imhiroki
Toolrank Claim
# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent dis…
C 63 55 96 10 34 81 88
11602
dinghuazhou
TOS MCP Server Claim
Enables natural language exploration and management of Volcengine TOS storage, …
C 63 55 70 42 22 78 97
11603
HolleIvan
Enables AI models to access user geolocation data through EdgeOne Pages Functio…
C 63 55 66 27 39 81 100
11604
neerajnayan
A template for deploying remote MCP servers to Cloudflare Workers without authe…
C 63 55 48 67 29 83 83
11605
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
11606
AndrewMusser
Enables AI assistants to interact with B\&R Automation Studio projects by build…
C 63 54 72 30 N/A 40 84 86
11607
tarcisiodier
MikroTik MCP Claim 1
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
C 63 55 72 74 36 81 39
11608
antegral
MMA MCP Server Claim
Enables users to search and query information about military service alternativ…
C 63 55 72 58 57 81 41
11609
antunesgabriel
Logaflow Claim
Enhance your applications with real-time logging and monitoring capabilities. S…
C 63 54 44 70 N/A 15 95 84
11610
mchlkim
Enables users to monitor and query Zabbix infrastructure through natural langua…
C 63 55 66 73 24 81 58
11611
chansearrington
Enables AI assistants to manage OneSignal push notifications, email, SMS, and u…
C 63 55 74 37 26 81 91
11612
renCosta2025
Get up-to-date, version-specific documentation and code examples from official …
C 63 66 84 72 0 50 81 91
11613
Unlock-MCP
Provides direct access to local documentation files through simple search and o…
C 63 54 66 22 N/A 34 95 93
11614
bobooooo
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
C 63 55 54 52 30 83 93
11615
protonese3
Unloop MCP Claim
Detects and breaks repetitive fix loops in AI coding assistants by tracking att…
C 63 54 72 0 N/A 56 95 97
11616
juancsanchez
Alegra MCP Server Claim 1
A Model Context Protocol server that enables LLMs to securely interact with Ale…
C 63 55 51 100 27 81 43
11617
MacromNex
gRNAde MCP Server Claim
Enables RNA structure analysis, sequence evaluation, and inverse design using g…
C 63 54 60 33 N/A 27 91 98
11618
debanshd
Enables web search capabilities through the Tavily API via the Model Context Pr…
C 63 55 60 51 24 81 93
11619
epi-builder
Enables web browser automation through Playwright, providing tools for navigati…
C 63 55 72 75 26 81 46
11620
marlinkcyber
BBOT MCP Server Claim
Enables users to run and manage BBOT security scans through the MCP interface. …
C 63 55 60 33 42 81 98
11621
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
11622
n8n-io
n8n Claim
Fair-code workflow automation platform with native AI capabilities. Combine vis…
C 63 66 96 57 0 72 83 74
11623
kakao-yanoo-kim
A tool that lets users access Prometheus metrics data through a Model Context P…
C 63 55 72 43 18 82 91
11624
Pimmetjeoss
A Docker-based MCP server that provides current weather information for cities …
C 63 55 78 45 19 81 79
11625
ZhipingYang
FFS MCP Server Claim 1
An MCP server for managing RingCentral's Feature Flag Service (FFS) that enable…
C 63 55 45 58 27 81 100
11626
wannabidr
A local Retrieval-Augmented Generation system that enables users to ingest mark…
C 63 54 60 36 N/A 29 90 97
11627
ServiceStack
Dynamically creates an MCP server from ServiceStack API metadata configuration …
C 63 66 92 67 0 41 81 94
11628
jake-ccnh
Integrates the Planning Center Online API with an MCP server to enable natural …
C 63 55 62 30 40 81 100
11629
shadyvb
Enables flight and airport search capabilities through Skyscanner, allowing use…
C 63 55 76 38 21 82 90
11630
amornpan
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
C 63 55 78 33 21 80 94
11631
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
11632
elimS2
MCP Time Server Claim 1
A lightweight Model Context Protocol server that provides current UTC time in v…
C 63 54 56 26 N/A 36 95 100
11633
wayangalihpratama
A template for deploying an authentication-free remote MCP server on Cloudflare…
C 63 55 48 68 27 81 85
11634
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
11635
godzeo
MCP HTTP Requests Claim
A comprehensive HTTP client MCP server for security testing, API testing, and w…
C 63 55 66 31 40 81 98
11636
krsnmlna1
Enables control of Windows PC through Claude Desktop, including executing shell…
C 63 54 60 33 N/A 22 95 97
11637
vsaez
MCP Spotify Player Claim
Control Spotify directly from your AI assistant using the Model Context Protoco…
C 63 64 96 41 0 64 89 94
11638
maci0
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
C 63 54 66 15 N/A 36 95 100
11639
Rana-X
Enables booking cleaning services in San Francisco by collecting customer detai…
C 63 66 90 77 0 31 81 91
11640
Maxbleu
MCP Server F1Data Claim
Enables interaction with Formula 1 data through LLM interfaces like Claude. Pro…
C 63 54 62 32 N/A 63 77 88
11641
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
11642
michaelahern
Airthings Consumer MCP Server
C 63 55 76 27 73 81 60
11643
pavm035
Provides real-time and historical foreign exchange rates for 31+ currencies, en…
C 63 55 66 40 27 82 96
11644
brijr
meta-mcp Claim
MCP Server for connecting to the Meta Marketing API
C 63 66 88 72 0 40 81 90
11645
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
11646
rooking-oss
Provides Japanese postal code to address lookup functionality that can be integ…
C 63 55 54 40 39 81 100
11647
eva-wanxin-git
Provides comprehensive Windows system control including file operations, proces…
C 63 55 72 83 N/A 21 95 27
11648
da1y
A Model Context Protocol server that enables LLMs to interact with Elasticsearc…
C 63 55 63 52 20 80 91
11649
elizabethsiegle
A deployable Model Context Protocol server on Cloudflare Workers that runs with…
C 63 55 48 66 26 84 85
11650
amanasmuei
An MCP server that provides access to Malaysia prayer time data through Claude …
C 63 64 81 65 0 43 92 95
Showing 11601–11650 of 66495 servers
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