MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10851
ctermiii
Provides weather forecast data for locations in China through HeFeng Weather AP…
C 64 55 72 57 22 81 75
10852
liuyoshio
MCP Compass Claim 1
MCP Compass is a discovery and recommendation service that assists AI assistant…
C 64 64 90 61 0 45 95 92
10853
musaceylan
Enables AI assistants to track global food prices, search products by barcode o…
C 64 55 70 32 32 82 99
10854
sonicaj
Provides optimized documentation and API patterns from the TrueNAS middleware r…
C 64 55 84 26 21 81 96
10855
alberthild
shieldapi-mcp Claim
Security intelligence for AI agents: password breach checks (900M+ HIBP hashes)…
C 64 66 72 70 0 70 80 98
10856
EricGrill
MCP Bitcoin CLI Claim 2
Enables interaction with Bitcoin's blockchain through Claude to embed and read …
C 64 55 68 46 29 80 90
10857
Traia-IO
ICON MCP v103 Claim
Provides AI agents and LLMs with secure access to the ICON MCP v103 API via Bea…
C 64 55 68 46 24 81 91
10858
EmjayAhn
Enables conversation history sharing between ChatGPT and Claude with secure mul…
C 64 55 78 62 26 81 57
10859
a-polishchuk
Yes or No MCP Claim
A simple MCP server implementation in TypeScript that communicates over stdio, …
C 64 54 62 57 N/A 23 95 73
10860
showfive
Provides a server utilizing Model Context Protocol to enable human-like browser…
C 64 55 78 100 21 81 19
10861
kira-autonoma
agent-memory-mcp Claim 1
An MCP server for managing agent memory using provenance tracking, decay-weight…
C 64 54 90 0 N/A 50 81 97
10862
clarkemn
MCP server for asking questions about Cortex Cloud documentation
C 64 55 51 82 54 81 49
10863
fishke22
Bridges large language models with the Metasploit Framework to enable natural l…
C 64 55 80 31 37 76 92
10864
Traia-IO
Enables AI agents and LLMs to interact with the ICON MCP v104 API through stand…
C 64 55 68 43 24 80 100
10865
keptlive
VIN MCP Claim
Provides comprehensive vehicle reports by aggregating data from multiple public…
C 64 66 84 71 0 53 80 99
10866
Brett777
Provides real-time weather data for cities worldwide using the Open-Meteo API, …
C 64 55 78 33 22 81 99
10867
hxie-pallas
A server that provides a Machine Control Protocol (MCP) interface to search, ac…
C 64 55 68 41 36 81 92
10868
DXC-Lab-Linkage
Enables interaction with PostgreSQL databases through both HTTP and Stdio trans…
C 64 55 72 43 24 81 94
10869
jalehman
MCP Sage Claim 1
An MCP server that provides tools for getting second opinions or detailed code …
C 64 55 51 70 24 81 89
10870
d4nshields
Integrates I Ching divination with AI responses, allowing users to receive guid…
C 64 55 66 74 41 82 45
10871
quintana1308
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 55 66 38 39 81 96
10872
JulesLiu390
Amadeus-QQ-MCP Claim 1
An MCP server that enables AI clients to send and receive QQ messages through N…
C 64 54 51 41 N/A 46 90 94
10873
HendryAvila
Hoofy Claim 1
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
C 64 64 84 57 0 73 92 82
10874
kkShrihari
Integrates the miEAA 3.x bioinformatics platform with Claude Desktop, enabling …
C 64 55 78 65 33 83 47
10875
Heht571
OPS MCP Server Claim
A server monitoring and inspection tool collection that provides remote utiliti…
C 64 55 54 58 49 80 77
10876
StevenWangler
MCP Memory Server Claim 1
A Model Context Protocol server that provides knowledge graph-based persistent …
C 64 55 63 82 46 81 40
10877
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Rajast…
C 64 55 60 60 21 81 88
10878
Valerio357
mcp_server1 Claim
C 64 54 46 60 N/A 21 95 92
10879
JaeAeich
Poiesis MCP Server Claim
Enables AI assistants to create, monitor, and manage computational tasks throug…
C 64 55 86 68 44 81 29
10880
kuai0901
iRAG MCP Server Claim 2
A Model Context Protocol server that enables Claude Desktop to generate images …
C 64 55 57 75 22 80 76
10881
ysm1026
Cinema Scheduler Claim 1
An MCP server that scrapes movie theater schedules from eiga.com to provide mov…
C 64 54 69 43 N/A 35 95 68
10882
pradumnasaraf
Aviationstack Claim
Track real-time flight statuses, schedules, and airline information globally. A…
C 64 66 66 70 0 75 81 100
10883
gwbischof
outsource-mcp Claim
Give your AI assistant its own AI assistants. For example: "Could you ask opena…
C 64 55 68 30 43 80 100
10884
jon-fox
Agentic-Investor Claim
Provides comprehensive financial analysis and real-time market data including s…
C 64 55 68 63 48 81 55
10885
allegiant
MQScript MCP Server Claim 1
Enables AI applications to generate and execute MQScript mobile automation scri…
C 64 55 72 83 N/A 19 87 41
10886
kukapay
whattimeisit-mcp Claim
A lightweight mcp server that tells you exactly what time is it based on your I…
C 64 55 60 36 40 82 100
10887
Nielsen642
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
C 64 55 80 32 25 81 92
10888
pipeworx-io
sec Claim
SEC MCP — SEC EDGAR public APIs (free, no auth)
C 64 55 90 0 47 81 100
10889
bitget-wallet-ai-lab
Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token dat…
C 64 55 66 40 51 76 89
10890
Traia-IO
USDC MCP Server Claim
Enables AI agents and LLMs to interact with USDC API endpoints through a standa…
C 64 55 68 41 24 80 99
10891
PhialsBasement
A Model Context Protocol server that enables Claude to perform web research by …
C 64 64 85 60 0 53 88 100
10892
itoyuya1005
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 64 55 48 71 29 82 82
10893
YoshiSaurus
mcp-otle Claim 1
An MCP server that simulates the Chipotle ordering experience, allowing AI agen…
C 64 55 51 53 35 82 97
10894
sinagilassi
MoziChem-MCP Claim
Enables AI assistants to perform complex chemical engineering calculations incl…
C 64 55 66 82 44 81 38
10895
OscillateLabsLLC
kiwix-mcp Claim 1
An MCP server that enables interaction with Kiwix HTTP servers to browse, searc…
C 64 55 57 30 57 84 95
10896
SaptaDey
NexusMind Claim 1
An MCP server that leverages graph structures to perform sophisticated scientif…
C 64 55 45 65 36 81 92
10897
94halldah
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 67 30 84 85
10898
yuanoOo
OceanBase MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 64 55 75 28 40 81 91
10899
scraperapi
scraperapi-mcp Claim
MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting,…
C 64 55 88 0 60 81 92
10900
feiming-afk
weather-mcp-server Claim
C 64 54 62 31 N/A 39 94 90
Showing 10851–10900 of 67226 servers
« Prev 1 216 217 218 219 220 1345 Next »