MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14001
DaSheng1994
Monitors and analyzes mobile application performance data to detect severe issu…
C 55 55 48 37 24 81 80
14002
aryankeluskar
Canvas Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
C 55 66 94 10 0 47 81 99
14003
arturvillas
Provides tools to retrieve humor-focused content, such as Chuck Norris jokes, f…
C 55 66 48 55 0 52 82 100
14004
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
14005
alex-llm
Query and retrieve information about various adversarial tactics and techniques…
C 55 66 94 33 0 21 82 95
14006
odysseus0
Shell MCP Server Claim 2
A Model Context Protocol server that allows LLMs to execute shell commands and …
C 55 64 63 57 0 17 95 94
14007
ashwanth1109
Spotify MCP Claim 1
A FastMCP tool that enables control of Spotify through natural language command…
C 55 55 58 23 19 81 90
14008
Nikh7l
PuchAI MCP Starter Claim
A starter template for creating Model Context Protocol servers that work with P…
C 55 66 62 50 0 42 81 97
14009
mctlhq
mctl-mcp Claim 1
AI-native platform for Kubernetes management and automated GitOps (30+ tools).
C 55 55 58 0 46 82 96
14010
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
14011
patternstack-ai
PatternStack Claim 1
Provides crowdsourced package intelligence and security alerts for AI coding as…
C 55 66 86 68 0 52 82 35
14012
YinTokey
mcp_hackernews Claim
MCP server exposing a simple Hacker News search tool (top stories).
C 55 54 24 30 N/A 28 95 100
14013
D-Diaa
Gemini MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact with Google's G…
C 55 55 45 33 18 80 97
14014
kcbabo
my-mcp-server Claim 1
A Model Context Protocol server built with FastMCP that enables dynamic tool lo…
C 55 55 45 25 24 82 100
14015
McKhanster
Enables semantic search and retrieval of MCP (Model Context Protocol) documenta…
C 55 55 48 25 19 81 98
14016
Swathi3255
An MCP server providing tools for web searching via the Tavily API, dice rollin…
C 55 55 39 36 30 80 93
14017
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
14018
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
14019
jlmelis
Sanity MCP Server Claim 2
An MCP server that enables Claude Desktop to interact with Sanity.io content, p…
C 55 55 53 32 19 81 87
14020
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
14021
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
14022
ferdousbhai
investor-agent Claim
Yahoo Finance integration to fetch stock market data including options recommen…
C 55 66 72 28 0 61 81 94
14023
sofianhamiti
s3-tools Claim 2
An MCP server that provides tools for interacting with AWS S3 buckets, enabling…
C 55 55 57 23 20 81 91
14024
Melbourneandrew
An MCP server that enables clients to extract LLM-friendly prompts from documen…
C 55 54 23 32 N/A 41 95 92
14025
edge-claw
ERC-8004 registered AI Agent that delivers uplifting messages via MCP (SSE tran…
C 55 66 60 62 0 36 81 91
14026
doffpett
EvHenter MCP Claim 1
An event aggregation platform that enables users to search, retrieve, and creat…
C 55 66 62 63 0 27 80 93
14027
jenstangen1
A Model Context Protocol server that enables AI models to create and manipulate…
C 55 55 57 31 25 81 78
14028
pdichone
Enables exploration of geographical data including countries, cities, states/pr…
C 55 54 40 22 N/A 25 95 94
14029
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
14030
skerishKang
Enables comprehensive control of Hangul (HWP) documents through an MCP server, …
C 55 54 56 28 N/A 17 89 77
14031
Nekzus
Provide AI-powered real-time analysis and intelligence on NPM packages, includi…
C 55 66 78 31 0 78 86 63
14032
aliafsahnoudeh
shahnameh-mcp-server Claim 1
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Fer…
C 55 54 43 25 N/A 22 92 90
14033
podaac
An MCP server that integrates AI retrievals with NASA's Common Metadata Reposit…
C 55 54 41 25 N/A 32 92 85
14034
he-yang
The JSON to Excel MCP provides a standardized interface for converting (1)JSON …
C 55 66 68 60 0 29 81 91
14035
jeweis
Converts OpenAPI specifications into MCP services with HTTP header passthrough …
C 55 55 42 22 30 81 100
14036
iamsumit-git
Implements a Multi-Channel Platform Server that integrates with existing Enterp…
C 55 55 54 35 21 71 89
14037
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
14038
Medinios
SuricataMCP Claim
SuricataMCP is a Model Context Protocol Server that allows MCP clients to auton…
C 55 54 48 28 N/A 20 87 87
14039
regenrek
Deepwiki MCP Server Claim 1
An MCP server that fetches and converts Deepwiki documentation into Markdown, a…
C 55 66 45 58 0 69 81 90
14040
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
14041
ag2-mcp-servers
An MCP server that enables interaction with OnSched's consumer-facing appointme…
C 55 55 45 56 21 83 64
14042
BACH-AI-Tools
Crawls and converts DeepWiki documentation pages into Markdown format, enabling…
C 55 66 56 58 0 61 81 83
14043
Traia-IO
Provides access to the Nager Public Holiday API, enabling AI agents to retrieve…
C 55 55 68 0 27 78 98
14044
emmamannan
AI Sticky Notes Claim
Enables AI agents to create, read, and summarize sticky notes stored in a local…
C 55 54 38 15 N/A 29 95 100
14045
FlippySun
Easy Memory Claim
Stores important facts, decisions, and patterns for persistent access across di…
C 55 66 90 10 0 72 81 83
14046
XDDHPP
jimeng-mcp Claim
C 55 64 54 71 0 32 95 79
14047
hkchao
findtime MCP Server Claim 2
MCP server for time in cities around the world, time zones, DST, conversion, an…
C 55 55 75 0 N/A 40 69 90
14048
stayce
shortcut-mcp Claim
Shortcut project management. Create, update, search stories and manage workflow…
C 55 66 72 65 0 45 81 64
14049
halismertkir
Game Trends Claim
Provide real-time insights and analytics on gaming trends to help users stay up…
C 55 54 36 26 N/A 19 95 96
14050
salamentic
Creates travel agent-level flight plans using the fast-flights API, allowing us…
C 55 55 60 26 15 81 87
Showing 14001–14050 of 66502 servers
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