MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12601
fondutech
Enables searching personal knowledge vaults using hybrid semantic and keyword m…
C 60 55 60 43 19 78 91
12602
srgsanky
A demo server that allows AI models to manage a personal reading list stored in…
C 60 54 48 27 N/A 35 91 99
12603
thuong204
A remote Model Context Protocol server that runs on Cloudflare Workers without …
C 60 55 48 56 21 81 89
12604
avi686
Provides penetration testing tools including nmap, nikto, sqlmap, wpscan, and e…
C 60 54 72 31 N/A 22 87 78
12605
yzfly
FullScope-MCP Claim
A comprehensive Model Context Protocol server for content summarization that su…
C 60 55 56 45 22 81 90
12606
Lillard01
chatExcel Claim 1
A Model Context Protocol server for intelligent Excel processing and data analy…
C 60 55 63 28 49 81 79
12607
Webdev3-digi
fastalert-mcp Claim
C 60 64 78 67 0 24 95 89
12608
gvfullstack
Enables interaction with the hosted PacedLoop API to manage workflows and monit…
C 60 55 86 0 27 81 98
12609
migusdn
A Model Context Protocol server for interacting with Korea Investment & Securit…
C 60 55 45 37 49 76 99
12610
SongJiangzhou
Provides professional C++ code style checking, best practices analysis, and mod…
C 60 55 66 12 49 84 93
12611
SekusRevo
Provides tools to retrieve, visualize, and analyze Chinese scenic spot data by …
C 60 55 54 53 19 81 85
12612
ceami
Enables exploration and interaction with South Korea's Public Data Portal (Open…
C 60 66 74 70 0 49 81 85
12613
clarsbyte
Enables interaction with Piazza to fetch posts and course information directly …
C 60 55 54 43 22 80 94
12614
zad0xlik
Provides access to RateSpot.io mortgage rate APIs, enabling AI assistants to fe…
C 60 55 60 82 42 81 22
12615
MetehanGZL
Provide detailed Pokémon data and information through a standardized MCP interf…
C 60 55 36 100 N/A 23 95 35
12616
tmstack
A secure database query service built on FastMCP framework that allows users to…
C 60 55 56 46 23 81 89
12617
plgonzalezrx8
EasyWebhook-MCP Claim
Enables Claude to send webhooks to Discord, Slack, or any custom HTTP endpoint …
C 60 55 60 38 24 80 93
12618
maneesha029
Enables interaction with Pendle Finance DeFi protocol to fetch live yields, sim…
C 60 55 52 56 21 81 84
12619
1sustgmboab
NexonCo MCP Claim
An advanced Medical Care Platform server designed for accessing and analyzing c…
C 60 66 76 53 0 63 81 91
12620
danfmaia
Utility MCP Server Claim
Provides general-purpose utility tools for Computer Agent ecosystem integration…
C 60 55 54 41 22 81 97
12621
pinion05
Claude Code can't do everything well. This MCP covers Claude Code's weaknesses …
C 60 54 42 50 N/A 20 87 100
12622
jirispilka
Greet anyone by name with friendly, personalized messages. Explore the origin o…
C 60 66 90 46 0 55 81 92
12623
routineco
Routine Claim
Interact with Routine (https://routine.co/): manage calendars, tasks, notes, et…
C 60 55 60 82 23 81 38
12624
MaPa07
gong-mcp Claim
gong-mcp
C 60 55 84 57 25 81 37
12625
Alberto-Codes
docvet Claim
Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…
C 60 66 78 31 0 89 84 91
12626
mcp2everything
MCP2Brave Claim 1
A server based on the MCP protocol that uses the Brave API for web search funct…
C 60 55 70 27 35 81 84
12627
simplifier-ag
simplifier-mcp Claim 2
MCP Server for Simplifier - manage Connectors, BusinessObjects, Datatypes and l…
C 60 54 81 40 N/A 62 83 29
12628
lopisan
Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools fo…
C 60 55 66 31 28 80 90
12629
czirakim
F5 MCP Server Claim 1
A Model Context Protocol server that enables management of F5 devices through n…
C 60 55 53 35 45 81 85
12630
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12631
tomekkorbak
oura-mcp-server Claim 2
An MCP server for Oura, an app for tracking sleep
C 60 55 41 38 41 83 100
12632
kukapay
chainlist-mcp Claim 1
An MCP server that gives AI agents fast access to verified EVM chain informatio…
C 60 55 55 27 38 82 100
12633
mengbi-super
A FastMCP-based tool for analyzing logback log files to detect code defects and…
C 60 54 48 42 N/A 27 95 84
12634
redhat-community-ai-tools
A ModelContextProvider server that enables secure querying of Red Hat internal …
C 60 55 54 43 23 81 95
12635
hunterphillips
sn-mcp Claim
Provides AI assistants with read access to ServiceNow instances to aid in build…
C 60 55 54 38 30 81 97
12636
smithery-ai
A simple Typescript MCP server built using the official MCP Typescript SDK and …
C 60 66 96 42 0 42 81 96
12637
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12638
johnneerdael
Enables management of Netskope Network Private Access (NPA) infrastructure thro…
C 60 55 60 60 33 81 60
12639
Chris-June
A Model Context Protocol server that enables role-based context management for …
C 60 55 63 35 24 81 90
12640
yunkee-lee
MCP TMAP Server Claim
A server that connects to SK TMAP API, providing access to public transit routi…
C 60 55 48 41 41 81 90
12641
Gatescrispy
A comprehensive integration for Google Analytics 4 providing 54 tools for advan…
C 60 55 58 36 41 81 85
12642
aiteks-ltda
MCP Evolution API Claim 1
A Model Context Protocol server that enables Claude to interact with WhatsApp t…
C 60 66 63 73 0 53 81 91
12643
ebwinters
Chunky MCP Claim 1
An MCP server that manages chunking and reading of large responses, allowing to…
C 60 54 51 30 N/A 43 92 88
12644
averagejoeslab
PDF Reader MCP Server Claim 1
An MCP server that provides comprehensive PDF processing capabilities including…
C 60 54 47 27 N/A 32 95 99
12645
stape-io
stape-mcp-server Claim
C 60 66 72 72 0 55 80 84
12646
amithmathew
Enables interaction with Google Maps services through the Model Context Protoco…
C 60 54 54 33 N/A 21 95 90
12647
Traia-IO
Enables AI agents and LLMs to interact with the TEST MCP USDT API through stand…
C 60 55 68 41 24 80 76
12648
ZohaibCodez
Comprehensive tools for discrete mathematics: logic, algorithms, number theory,…
C 60 54 72 61 N/A 33 92 30
12649
atarkowska
fastmcp-sqltools Claim 1
A MCP server provides SQL database access with support for PostgreSQL, MySQL, a…
C 60 54 45 31 N/A 50 90 89
12650
kamath
Local Terminal Claim
Run terminal commands on your machine and get immediate output. Automate system…
C 60 54 42 47 N/A 14 95 99
Showing 12601–12650 of 56925 servers
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