MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12751
kelvingao
ArXiv-MCP Claim 1
A Model Context Protocol server that enables AI agents to search, retrieve, and…
C 60 55 51 31 39 80 100
12752
serbansorin
Enables AI assistants to build and manage Filament admin panels by providing co…
C 60 55 60 82 30 81 35
12753
jsmiff
MCP Base Claim
A generic Model Context Protocol framework for building AI-powered applications…
C 60 55 66 36 23 81 87
12754
courtneyr-dev
Provides AI assistants with comprehensive access to WordPress Meta Trac data, e…
C 60 66 96 51 0 31 81 93
12755
Totalsolutionsync
Kynver Claim
Unverified AI agents are a growing security risk. Kynver's MCP server brings ag…
C 60 66 78 70 0 28 81 95
12756
a05031113
Enables querying Yahoo Finance data including stock prices, historical data, fi…
C 60 55 60 36 16 81 100
12757
ChristianChiarulli
A template for deploying secure Model Context Protocol servers to Cloudflare Wo…
C 60 55 54 57 27 81 76
12758
pfldy2850
Naver MCP Server Claim 1
An MCP server that provides access to Naver OpenAPI services, enabling users to…
C 60 55 39 32 66 80 94
12759
aerialcombat
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with tools and resources integratio…
C 60 54 30 52 N/A 19 95 100
12760
Webdev3-digi
fastalert-mcp Claim
C 60 64 78 67 0 24 95 89
12761
huanshenyi
A Cloudflare Workers-based MCP server implementation that supports OAuth login …
C 60 55 54 62 21 81 75
12762
Francis235
AMap MCP Server Claim
Non-official Model Context Protocol server that enables interaction with AMap's…
C 60 55 54 30 34 83 100
12763
LeandroPG19
cuba-memorys Claim
Persistent memory MCP server. 25 tools, BM25+MMR+OOD retrieval, CFR-21 audit, k…
C 60 54 60 36 N/A 33 92 75
12764
huangtan007
smithery-hello Claim
Provide a demo implementation of an MCP server showcasing basic MCP features. E…
C 60 54 30 52 N/A 24 95 100
12765
lukaskostka99
mm-mcp Claim
C 60 54 44 48 N/A 22 90 90
12766
Myk3rinos
A simple server implementing the Model Context Protocol (MCP) that exposes pers…
C 60 55 60 82 N/A 22 95 22
12767
xiaozhuABCD1234
web-fetch-mcp Claim 1
An MCP server that provides web scraping and Bing search capabilities, supporti…
C 60 54 45 47 N/A 45 95 66
12768
deephaven
Deephaven MCP Claim 1
Enables AI assistants to interact with Deephaven real-time data systems, allowi…
C 60 55 56 38 70 78 66
12769
mohdhaji87
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
C 60 54 54 30 N/A 22 95 94
12770
kukapay
dex-metrics-mcp Claim 1
An MCP server that tracks trading volume metrics segmented by DEX, blockchain, …
C 60 55 45 37 40 81 100
12771
farzadnadiri
MCP-CAN Claim
Enables LLMs to interact with vehicle CAN bus and OBD-II data through a simulat…
C 60 55 54 41 44 81 81
12772
kpfitzgerald
youtube-mcp Claim
A FastMCP server providing 25 tools for interacting with the YouTube Data API v…
C 60 55 60 35 31 81 88
12773
Nothflare
gaslighting-mcp Claim
A fake web search server that generates LLM-powered search results and full art…
C 60 55 54 22 45 81 100
12774
pratyush-usc-mba
Enables integration with financial transaction data through REST APIs, PostgreS…
C 60 55 70 26 26 77 97
12775
wudongjie
Weather MCP Server Claim
Provides real-time weather information and forecasts, connecting AI assistants …
C 60 55 62 82 23 81 37
12776
VikasPrajapati1998
A Model Context Protocol server built with FastMCP that provides tools for retr…
C 60 54 39 33 N/A 45 90 99
12777
ag2-mcp-servers
An MCP server that provides access to the Interzoid GetWeatherCity API, allowin…
C 60 54 45 52 N/A 21 90 88
12778
benzaidfoued
Velero MCP Server Claim
Provides read-only access to Velero backup and schedule resources in Kubernetes…
C 60 55 42 55 31 81 87
12779
modelcontextprotocol-servers
Google Search MCP Claim 1
A Playwright-based tool that performs Google searches and extracts results whil…
C 60 55 60 82 24 81 37
12780
kdkiss
Enables searching for job listings on the German job portal Stepstone.de with m…
C 60 66 100 58 0 22 80 86
12781
simonwfarrow
A server implementing the Model Context Protocol to make and query payments thr…
C 60 55 78 66 39 76 28
12782
Mahjong-Dice
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 60 55 54 55 26 80 77
12783
SongJiangzhou
Provides professional C++ code style checking, best practices analysis, and mod…
C 60 55 66 12 49 84 93
12784
plainday
ManualWorks MCP Claim
Enables keyword searching across ManualWorks documents by combining document an…
C 60 55 56 37 45 83 80
12785
arjunkmrm
Get real-time bus arrival times for any Singapore bus stop by code, with option…
C 60 66 72 70 0 31 83 100
12786
yting27
Weather MCP MY Claim
Model Context Protocol (MCP) server that provides weather forecast, warnings, w…
C 60 55 54 27 46 81 93
12787
Alvis1337
An MCP server that scrapes elitepvpers.com to provide resources, setup guides, …
C 60 55 57 38 25 81 96
12788
BearNetwork-BRNKC
SketchupMCP Claim
Integration that connects Sketchup to Claude AI through the Model Context Proto…
C 60 55 60 31 43 81 87
12789
jiemobasixiangcai
Assists AI developers with intelligent requirement analysis and architecture de…
C 60 54 60 26 N/A 43 95 74
12790
mffrydman
Enables document conversion between PDF, DOCX, and Markdown formats to facilita…
C 60 54 56 37 N/A 21 87 93
12791
DekaCube
A minimal, dockerized template for creating HTTP-based Model Context Protocol s…
C 60 55 60 35 16 81 100
12792
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
12793
rhamsagar-sf
Enables semantic search and question-answering over FAQ documents using RAG (Re…
C 60 55 54 51 22 81 88
12794
chipocrudos
Tasks MCP Server Claim
Enables task management through natural language commands in English or Spanish…
C 60 55 66 25 24 81 97
12795 C 60 54 48 42 N/A 42 95 70
12796
gvfullstack
Enables interaction with the hosted PacedLoop API to manage workflows and monit…
C 60 55 86 0 27 81 98
12797
mike-pete
Remote MCP server that can be deployed on Cloudflare Workers without authentica…
C 60 55 48 66 21 81 75
12798
vigenere92
Enables intelligent discovery and recommendation of Python tools using Google G…
C 60 55 66 31 26 81 89
12799
thuong204
A remote Model Context Protocol server that runs on Cloudflare Workers without …
C 60 55 48 56 21 81 89
12800
Otman404
Enables LLMs to retrieve real-time stock and cryptocurrency prices and news usi…
C 60 55 66 25 23 82 96
Showing 12751–12800 of 56925 servers
« Prev 1 254 255 256 257 258 1139 Next »