MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13151
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 66 86 43 0 56 81 91
13152
rockmelodies
Enables remote container security monitoring and management through Docker API …
C 59 55 60 32 37 81 85
13153
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
13154
johan2328
An MCP server that enables Microsoft Copilot Studio to fetch and deliver random…
C 59 54 45 15 N/A 49 94 100
13155
apify
apify-mcp-server Claim
Extract data from any website with thousands of scrapers, crawlers, and automat…
C 59 66 94 10 0 87 81 93
13156
yasukura-ms
An MCP server that allows Microsoft Copilot Studio to fetch random jokes from t…
C 59 55 53 17 46 83 100
13157
Selenium39
MCP server for temporary email management using ChatTempMail API
C 59 64 79 65 0 24 83 100
13158
JackKuo666
Enables AI assistants to search and access clinical trial data from ClinicalTri…
C 59 55 64 32 19 81 94
13159
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
13160
aeriis-kr
Enables exploration and interaction with South Korea's Public Data Portal (Open…
C 59 55 74 0 54 81 90
13161
autonsol
atxp-mcp Claim
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email, and…
C 59 55 76 0 35 81 99
13162
Fogrexon
Creates and visualizes network diagrams through MCP tools for adding nodes and …
C 59 54 72 52 N/A 30 95 32
13163
peteknowsai
Remote MCP Server Claim
A Cloudflare Workers implementation of Model Context Protocol (MCP) server that…
C 59 55 54 52 26 80 77
13164
hyperskill
MCP-Hyperskill Claim
A FastMCP integration with Hyperskill that allows AI agents to explain programm…
C 59 55 66 30 24 81 87
13165
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
13166
whtan410
MCP Code Reviewer Claim
An AI-powered server for code analysis, requirements validation, and automated …
C 59 55 60 36 22 81 89
13167
ekdh600
A TypeScript server that fully implements the Model Context Protocol (MCP) stan…
C 59 54 78 48 N/A 29 80 48
13168
JustineQinLao
A minimal Model Context Protocol server built with FastMCP that provides basic …
C 59 54 42 32 N/A 27 95 98
13169
kukapay
An MCP server that streams the latest Binance announcements to your AI agents i…
C 59 55 45 38 38 81 95
13170
sirusb
samtools_mcp Claim
A Model Control Protocol implementation for SAMtools, providing a standardized …
C 59 55 72 28 23 76 90
13171
Traia-IO
An MCP server that provides standardized tools for AI agents to interact with t…
C 59 55 53 43 24 80 91
13172
kukapay
pumpswap-mcp Claim
Enabling AI agents to interact with PumpSwap for real-time token swaps and auto…
C 59 55 60 31 39 74 92
13173
nasir0md
Identifies high-risk patient cohorts and generates care gap closure plans using…
C 59 54 54 25 N/A 35 92 88
13174
aafjes
Enables searching and retrieving information from the ClinicalTrials.gov databa…
C 59 66 100 50 0 27 81 85
13175
MaitreyaM
gmail-mcp-server Claim
C 59 54 54 26 N/A 27 95 90
13176
cploujoux
Puppeteer MCP Server Claim 3
A Model Context Protocol server that provides browser automation capabilities u…
C 59 55 57 82 N/A 16 82 42
13177
FelixYifeiWang
Streamline your workflow with Felix. Integrate it into your workspace and tailo…
C 59 66 66 75 0 34 82 97
13178
fotoetienne
gqai Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
C 59 54 92 35 N/A 49 89 18
13179
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
13180
paulasilvatech
Specky Claim 1
An MCP server for Spec-Driven Development that transforms natural language idea…
C 59 55 69 0 59 80 91
13181
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 54 48 36 N/A 18 90 99
13182
tylerjharden
flemcee Claim 1
An MCP server that enables remote control and automation of FL Studio via the f…
C 59 54 53 28 N/A 39 80 97
13183
peterw
Trackings MCP Server Claim 1
Integrates Claude Desktop with trackings.ai to manage projects, configure keywo…
C 59 66 78 68 0 24 78 98
13184
sebivarga
PostgreSQL MCP Server Claim 1
Enables Claude to interact with PostgreSQL databases by executing SQL queries, …
C 59 55 54 51 27 67 94
13185
erenozdemirrr
PitchLink MCP Claim 1
An MCP server that reads startup pitch drafts from Notion to provide comprehens…
C 59 55 33 70 30 81 80
13186
TakanariShimbo
DateTime MCP Server Claim 1
A Model Context Protocol server that provides tools to get the current date and…
C 59 55 45 87 26 81 47
13187
Talismanic
URL Shortener MCP Claim
Provides a simple tool to shorten URLs using the CleanURI API, designed to run …
C 59 55 60 20 42 81 94
13188
riosraul
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
C 59 55 54 38 23 81 97
13189
ish-joshi
Leonardo MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to generate images u…
C 59 55 59 33 23 81 93
13190
peidaqi
Enables LLMs to retrieve stock market data and financial information from Yahoo…
C 59 55 62 17 36 82 99
13191
zhangzhongnan928
A Model Context Protocol server that allows Claude to interact with Warpcast ac…
C 59 55 47 40 36 81 92
13192
Aias
Use this MCP server to search barnsworthburning.net, a digital commonplace book…
C 59 66 70 62 0 43 83 100
13193
a2amarket
ClamAV MCP Claim
A server that enables scanning files for viruses using the ClamAV engine, provi…
C 59 55 56 28 36 81 91
13194
kpsunil97
A Model Context Protocol server that enables searching and retrieving informati…
C 59 55 63 38 17 81 89
13195
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 55 68 15 33 81 95
13196
Company-Gibraltar
company-gibraltar Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
C 59 64 76 55 0 50 95 80
13197
zcaceres
easy-mcp Claim 1
Simplifies creating MCP servers in TypeScript with an Express-like API and expe…
C 59 54 96 26 N/A 61 95 9
13198
xue160709
YouTube MCP Server Claim 1
A Model Context Protocol server that provides Claude with tools to interact wit…
C 59 55 39 100 N/A 23 95 22
13199
tonderflash
An MCP server that allows users to search for movies, get detailed information,…
C 59 55 39 82 N/A 41 95 34
13200
kamath
Provide a Python-based MCP server implementation to enable integration of LLMs …
C 59 54 36 41 N/A 23 95 97
Showing 13151–13200 of 56925 servers
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