MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13951
dbf100
Plaud MCP Server Claim
Enables AI assistants to access Plaud Note recordings, providing direct access …
C 55 54 60 0 N/A 25 91 100
13952
swayam-mishra
Provides comprehensive dice rolling, coin flipping, and tabletop RPG mechanics …
C 55 55 44 35 25 81 86
13953
cindyloo
Search, browse, and read your Dropbox files. Find documents by name or content,…
C 55 66 60 66 0 28 81 94
13954
Melbourneandrew
An MCP server that enables clients to extract LLM-friendly prompts from documen…
C 55 54 23 32 N/A 41 95 92
13955
rory-mccrory
A basic example MCP server built with the FastMCP framework for demonstration a…
C 55 54 46 12 N/A 21 95 100
13956
Mieluoxxx
Things MCP Server Claim
Integrates with Things 3 task management app on macOS via URL schemes, enabling…
C 55 64 72 63 0 46 95 50
13957
lipeng9401222
M8 Codex MCP Claim
An AI-powered toolkit for the M8 mobile development framework that enables auto…
C 55 55 54 52 29 67 68
13958
cdryampi
A Python server implementing the Model Context Protocol that exposes tools for …
C 55 55 42 38 21 81 92
13959
Galiusbro
AI Ops Hub Claim 3
An MCP server with RAG capabilities that provides AI clients secure access to l…
C 55 55 57 50 28 76 56
13960
aiopinions
A production-ready Model Context Protocol server implementation that connects A…
C 55 55 48 25 37 82 85
13961
jk7g14
Gemini Image MCP Claim 1
Enables image generation and multi-turn editing sessions using the Gemini API w…
C 55 55 48 57 32 80 54
13962
chendaleiQ
MCP Server Claim
A modular server based on Model Context Protocol (MCP) that provides weather qu…
C 55 55 60 71 23 81 27
13963
joaowinderfeldbussolotto
A simple Model Context Protocol server that enables searching and retrieving re…
C 55 55 48 31 23 81 90
13964
Swathi3255
An MCP server providing tools for web searching via the Tavily API, dice rollin…
C 55 55 39 36 30 80 93
13965
Lykhoyda
ask-ollama Claim 2
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no AP…
C 55 54 75 0 N/A 75 89 39
13966
JussCubs
mcp-server-test Claim
mcp-server-test
C 55 55 54 22 18 81 94
13967
jethroHuang
Fetch API MCP Server Claim 1
A Model Context Protocol server that enables sending customizable HTTP requests…
C 55 55 45 82 N/A 23 95 18
13968
Aiden-Jeon
An MCP server that provides sentiment analysis functionality using TextBlob, al…
C 55 54 47 23 N/A 19 95 86
13969
rayenamer
MCP Transport HTTP Claim
A lightweight HTTP transport module that provides a simple interface for sendin…
C 55 54 54 35 N/A 23 95 60
13970
hunter-io
Hunter MCP Server Claim
Provides integration between Hunter API and LLM providers supporting the MCP pr…
C 55 66 78 35 0 40 81 100
13971
ecovacs-ai
Ecovacs MCP Server Claim
A control server that enables AI assistants to interact with Ecovacs robot vacu…
C 55 66 54 65 0 36 81 94
13972
ReNewator
Enables AI agents to interact with the WYGIWYH expense tracking API through 75 …
C 55 66 96 38 0 21 81 82
13973
nnquant
QMT-MCP-Server Claim
A server application that enables large language models to execute stock tradin…
C 55 54 48 22 N/A 31 89 87
13974
katpyeon
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
C 55 55 54 25 19 80 91
13975
abbasnosrat
Enables AI agents to interact with a retail cars database using SQL queries. Su…
C 55 54 52 17 N/A 16 95 88
13976
callwallagent
Enables AI agents to make real-world phone calls with AI voice technology and p…
C 55 66 54 65 0 30 82 99
13977
najva-ai
Zoekt MCP Server Claim 1
An MCP server that provides code search capabilities for AI tools and LLMs usin…
C 55 55 53 33 45 81 64
13978
olsigjecii
Weather MCP Server Claim
Enables real-time weather information and forecasts using the Open-Meteo API. P…
C 55 55 42 30 24 81 100
13979
Sameernayeema8
Pokemon MCP Server Claim 1
Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon …
C 55 55 48 32 27 84 83
13980
he-yang
The JSON to Excel MCP provides a standardized interface for converting (1)JSON …
C 55 66 68 60 0 29 81 91
13981
elleys
Enables automated collection and downloading of multimedia content (images, GIF…
C 55 54 42 36 N/A 23 95 77
13982
secret-deus
Enables comprehensive Kubernetes cluster management through kubectl operations …
C 55 55 54 31 18 81 85
13983
hey-jian-wei
JianYing MCP Claim
Enables AI assistants to create and edit professional videos through natural la…
C 55 55 48 38 27 81 80
13984
BowenXU0126
Send personalized greetings with optional pirate flair. Compose friendly saluta…
C 55 66 64 57 0 29 82 95
13985
mtwn105
zerodha-mcp Claim
Enables natural language management of Zerodha trading accounts, including plac…
C 55 64 72 33 0 40 95 94
13986
vinod827
Twitter MCP Server Claim
Enables LLM agents to interact with Twitter (X) for searching tweets, posting c…
C 55 55 38 41 27 81 86
13987
antidump
AURA MCP Server Claim
Enables Claude and ChatGPT to interact with AURA API for real-time DeFi portfol…
C 55 66 84 43 0 24 81 95
13988
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables executing and interacting with JMe…
C 55 54 33 38 N/A 19 91 92
13989
shaynemeyer
Enables AI assistants to retrieve and access Google Calendar events by date thr…
C 55 55 54 70 25 81 35
13990
deshartman
An MCP server that enables secure, PCI-compliant payment processing during voic…
C 55 66 57 62 0 42 81 90
13991
Guid-Lab
cv-forge-mcp Claim 1
MCP server for generating professional ATS-friendly CVs as PDF/DOCX from AI con…
C 55 64 57 31 0 72 95 91
13992
hatimitu76
mcp-shoten-url Claim
Enables creation of shortened URLs using the x.gd URL shortening service throug…
C 55 66 54 63 0 42 81 94
13993
danpeig
Enables water and wastewater treatment system design by accessing Plutocalc Des…
C 55 66 80 35 0 35 82 99
13994
amarisaster
Tempo Claim 1
An MCP server for Spotify control and synchronized lyrics retrieval that enable…
C 55 66 57 66 0 35 77 96
13995
rioriost
AGE-MCP-Server Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 55 66 71 26 0 66 81 95
13996
docdyhr
mcp-wordpress Claim
MCP Server to manage a Wordpress CMS system.
C 55 66 60 41 0 87 81 76
13997
podaac
An MCP server that integrates AI retrievals with NASA's Common Metadata Reposit…
C 55 54 41 25 N/A 32 92 85
13998
FlippySun
Easy Memory Claim
Stores important facts, decisions, and patterns for persistent access across di…
C 55 66 90 10 0 72 81 83
13999
localSummer
A TypeScript implementation of a Model Context Protocol (MCP) server that expos…
C 55 55 84 41 27 81 26
14000
Yash-Pisat
AI Sticky Notes Claim
A Python-based MCP server that allows users to create, read, and manage digital…
C 55 54 42 17 N/A 23 95 100
Showing 13951–14000 of 57160 servers
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