MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11551
wxt2rr
Provides basic mathematical operations (addition, subtraction, multiplication, …
C 63 55 48 68 24 81 89
11552
video-db
VideoDB Director Claim 1
VideoDB Director
C 63 55 78 41 35 80 71
11553
MockLoop
MockLoop MCP Server Claim 1
A Model Context Protocol server that generates and runs mock API servers from A…
C 63 66 79 58 0 84 81 86
11554
TavoElgueaLopez
A template for deploying an MCP server without authentication on Cloudflare Wor…
C 63 55 48 70 29 84 79
11555
chasey-ai
Mermaid-MCP Claim 1
An MCP server that converts text inputs into visualized flowcharts, enabling AI…
C 63 55 47 58 36 81 89
11556
Nur1sat
Provides tools for managing a product catalog, including functions to list, add…
C 63 55 54 55 22 80 99
11557
batson-j
A Model Context Protocol server providing standardized access to Bible data res…
C 63 55 53 57 19 80 98
11558
Linzo99
A MCP client for browser-use
C 63 54 50 66 N/A 27 92 74
11559
kukapay
jupiter-mcp Claim 1
An MCP server for executing token swaps on the Solana blockchain using Jupiter'…
C 63 55 51 56 48 71 91
11560
infranodus
Map text into knowledge graphs to create a structured representation of concept…
C 63 66 86 71 0 54 81 82
11561
vlad-ds
Street View MCP Claim
A server that enables AI models to fetch and display Google Street View imagery…
C 63 55 76 40 24 81 86
11562
abekek
A Python-based Model Context Protocol server that provides AI assistants with a…
C 63 55 60 35 45 80 98
11563
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
11564
michaelahern
Airthings Consumer MCP Server
C 63 55 76 27 73 81 60
11565
WGalyean50
Enables AI-powered analysis of sales call transcripts through natural language …
C 63 54 66 27 N/A 26 95 94
11566
MCNeteaseDevs
Enables document retrieval, code generation, and code review for Minecraft Chin…
C 63 55 72 23 47 81 93
11567
GrahamMcBain
MCPizza Claim 2
An MCP server that allows AI assistants to order Domino's Pizza through an unof…
C 63 55 71 33 26 80 99
11568
mirodn
Public Transport Claim
Access real-time public transport across Europe with live departures, connectio…
C 63 66 72 76 0 54 82 94
11569
mchlkim
Enables users to monitor and query Zabbix infrastructure through natural langua…
C 63 55 66 73 24 81 58
11570
dr12hes
engrm Claim
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
C 63 55 90 0 N/A 50 81 94
11571
ndjordjevic
pinrag Claim
RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query…
C 63 55 84 0 N/A 78 64 95
11572
ExposureGuard
ExposureGuard Claim 1
Domain security scanning for AI agents. A-F grades, 8 checks, fix snippets.
C 63 55 90 10 N/A 29 81 100
11573
santiagopereda
Provides a secure bridge for AI assistants to interact with the Google Sheets A…
C 63 55 76 45 19 76 89
11574
dinghuazhou
TOS MCP Server Claim
Enables natural language exploration and management of Volcengine TOS storage, …
C 63 55 70 42 22 78 97
11575
vivekbala
Enables real-time Kubernetes cluster observability and debugging through standa…
C 63 55 78 31 16 81 97
11576
chansearrington
Enables AI assistants to manage OneSignal push notifications, email, SMS, and u…
C 63 55 74 37 26 81 91
11577
bobooooo
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
C 63 55 54 52 30 83 93
11578
renCosta2025
Get up-to-date, version-specific documentation and code examples from official …
C 63 66 84 72 0 50 81 91
11579
Unlock-MCP
Provides direct access to local documentation files through simple search and o…
C 63 54 66 22 N/A 34 95 93
11580
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
11581
debanshd
Enables web search capabilities through the Tavily API via the Model Context Pr…
C 63 55 60 51 24 81 93
11582
NeoXider
Web Search Neo Claim
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
C 63 55 70 41 22 80 93
11583
sin4ch
Enables currency conversion between 161+ currencies using real-time exchange ra…
C 63 55 66 43 25 81 93
11584
kgprs
google-flights Claim
Interact with Google Flights data to search for one-way, round-trip, and date r…
C 63 55 72 30 37 86 85
11585
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
11586
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
11587
krsnmlna1
Enables control of Windows PC through Claude Desktop, including executing shell…
C 63 54 60 33 N/A 22 95 97
11588
maci0
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
C 63 54 66 15 N/A 36 95 100
11589
tweiss777
Enables AI assistants to interact with Salesforce CRM by executing SOQL queries…
C 63 55 76 40 30 78 84
11590
moohoorama
A tool that enables access to Prometheus metrics data through a Model Context P…
C 63 55 72 41 18 80 93
11591
vipink1203
A Model Context Protocol server that enables AI agents to securely access and i…
C 63 55 55 66 39 80 71
11592
davidyen1124
Caltrain MCP Server Claim 1
A Model Context Protocol server that provides real-time Caltrain schedule infor…
C 63 55 51 33 60 83 95
11593
nasoma
Enables users to manage airtime transactions through the Africa's Talking API, …
C 63 55 60 31 49 80 99
11594
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
11595
rooking-oss
Provides Japanese postal code to address lookup functionality that can be integ…
C 63 55 54 40 39 81 100
11596
Pimmetjeoss
A Docker-based MCP server that provides current weather information for cities …
C 63 55 78 45 19 81 79
11597
spences10
Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web cont…
C 63 66 84 70 0 51 81 91
11598
n8n-io
n8n Claim
Fair-code workflow automation platform with native AI capabilities. Combine vis…
C 63 66 96 57 0 72 83 74
11599
josuemj
Provides tools to retrieve and compare detailed information about countries, in…
C 63 55 48 56 28 82 100
11600
nylas-samples
Experimental server that implements the Model Context Protocol (MCP) for Nylas …
C 63 55 84 82 21 81 23
Showing 11551–11600 of 66495 servers
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