MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13101
edgeedgehq
coverageunlocked Claim
AI-powered insurance denial appeals. Win probabilities, payer intelligence & re…
C 59 55 72 0 N/A 55 81 92
13102
damerakd
MCP Weather Server Claim
Provides tools to retrieve current weather conditions and daily forecasts for c…
C 59 55 54 30 27 83 98
13103
peteknowsai
Remote MCP Server Claim
A Cloudflare Workers implementation of Model Context Protocol (MCP) server that…
C 59 55 54 52 26 80 77
13104
fernsugi
x402-api-server Claim
Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base).…
C 59 66 96 43 0 29 80 100
13105
shreyansh-ghl
MySQL MCP Server Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 59 55 57 51 20 71 91
13106
creatuluw
Enables AI assistants to manage tasks in Directus databases with automatic sche…
C 59 66 78 72 0 21 81 96
13107
bble
Monad MCP Claim 1
An MCP server that allows querying MON token balances and NFT counts on the Mon…
C 59 55 39 58 30 83 83
13108
illuminaresolutions
n8n MCP Server Claim 3
An MCP server enabling secure interaction with n8n workflows, executions, and s…
C 59 66 75 66 0 44 78 90
13109
Aifornorms
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI agents to create, read, and mod…
C 59 55 57 31 42 69 97
13110
JordanDalton
A minimalist MCP server that integrates with Laravel Forge, allowing users to m…
C 59 55 48 67 18 81 72
13111
bhargava2019
Implements a Model Context Protocol server that enables natural language intera…
C 59 55 44 45 27 81 99
13112
cnosdb
An MCP server that enables interacting with CnosDB databases through Claude, su…
C 59 55 41 47 33 78 98
13113
itsnikhile
Provides specialized tools for data engineering tasks like SQL formatting, dbt …
C 59 54 72 0 N/A 27 94 97
13114
vestimir
A starter kit for building Model Context Protocol servers that enables AI tools…
C 59 55 54 100 20 81 25
13115
clicon
Clixon MCP Server Claim
Enables AI agents to fetch and query network device configurations from Clixon-…
C 59 55 54 41 27 80 91
13116
BenjaMITM
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 59 55 54 57 24 78 75
13117
Traia-IO
An MCP server that provides standardized tools for AI agents to interact with t…
C 59 55 53 43 24 80 91
13118
Chaeyun06
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
C 59 54 30 68 N/A 22 92 78
13119
aqara-docs
MySQL MCP Server Claim 1
Enables AI applications to interact with MySQL databases through a secure inter…
C 59 55 72 50 41 71 53
13120
kukapay
An MCP server that streams the latest Binance announcements to your AI agents i…
C 59 55 45 38 38 81 95
13121
yamanoku-playground
A Cloudflare Workers-based server for deploying Model Context Protocol tools wi…
C 59 55 48 45 26 82 93
13122
tomekkorbak
Strava MCP Server Claim 1
A Model Context Protocol server that provides language models with access to St…
C 59 55 47 37 44 81 89
13123
celestialdust
A LangGraph-powered research agent that performs iterative web searches using G…
C 59 66 82 53 0 42 82 91
13124
evimeyer
A deployable MCP server on Cloudflare Workers that enables using custom tools w…
C 59 55 54 58 28 69 82
13125
HyunJuHwan
Scenario Word Claim
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
C 59 55 54 100 23 81 22
13126
tanteng
MCP Demo Claim 1
A demonstration Model Context Protocol server that includes a web-based interfa…
C 59 54 80 0 N/A 30 84 98
13127
sheacoding
MCP Reminder Claim 1
An MCP server for managing alarms and todo lists with support for natural langu…
C 59 54 39 43 N/A 27 91 94
13128
FinamWeb
Finam MCP Server Claim
Enables trading operations on the Finam platform via natural language, allowing…
C 59 55 42 67 48 81 58
13129
Brokk-Sindre
Exposes Denmark's Statistical Bureau API as programmable resources, making it e…
C 59 55 56 36 35 82 82
13130
Zhangeldi123
A FastMCP server providing tools to manage and query a product database stored …
C 59 55 54 53 22 78 80
13131
csrdltte
Provide a streamlined and extensible MCP server implementation that enables sea…
C 59 54 30 60 N/A 4 95 100
13132
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 55 68 15 33 81 95
13133
aeghnnsw
Enables searching PubMed's biomedical literature database and retrieving articl…
C 59 55 54 38 16 82 100
13134
Aias
Use this MCP server to search barnsworthburning.net, a digital commonplace book…
C 59 66 70 62 0 43 83 100
13135
leescot
Enables search and retrieval of academic papers from PubMed database with advan…
C 59 55 60 33 16 83 94
13136
abutbul
An MCP server that helps AI assistants manage expense-sharing for social events…
C 59 55 55 30 40 81 89
13137
kwonsw812
kiwoom-mcp Claim 2
An MCP server that enables natural language control of Kiwoom Securities accoun…
C 59 54 33 75 41 87 59
13138
AlekseiMarchenko
Persistent memory for AI agents. Store, recall, and share knowledge across sess…
C 59 55 72 0 N/A 70 69 94
13139
sideffect263
Enables network scanning and security assessment using Nmap through MCP, allowi…
C 59 55 54 72 29 78 52
13140
rsyuzyov
Enables semantic search through 1C codebase exports using local CPU-based RAG w…
C 59 55 72 30 40 80 70
13141
namiraprita
Polyglot Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 55 39 62 41 81 72
13142
Yevanchen
Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Pr…
C 59 55 72 36 20 81 74
13143
sergeiledvanov
Wise MCP Server Claim
Enables access to Wise API functionality for managing recipients and sending mo…
C 59 55 60 38 28 81 83
13144
andrewkkchan
MCP Fivetran Claim
A server implementation that enables AI assistants to interact with Fivetran's …
C 59 55 60 32 23 78 96
13145
dekstop
MCP-dev Claim
Custom MCP tools for local development that enable file system access, shell co…
C 59 54 60 18 N/A 21 95 99
13146
dizzydes
0pi-mcp-server Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
C 59 64 90 33 0 46 95 90
13147
magadsm
Enables safe execution of terminal commands across different shells (bash, cmd,…
C 59 54 66 53 N/A 18 95 49
13148
lethain
Library MCP Claim 1
An MCP server that enables interaction with Markdown knowledge bases, allowing …
C 59 54 41 33 N/A 29 95 100
13149
Beyond-Network-AI
An extensible Model Context Protocol server that provides standardized access t…
C 59 66 74 73 0 48 82 73
13150
Fogrexon
Creates and visualizes network diagrams through MCP tools for adding nodes and …
C 59 54 72 52 N/A 30 95 32
Showing 13101–13150 of 66495 servers
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