MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 3 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14051
Kanta-Inc
Enables the management of document requests through the DocDocDoc API, allowing…
C 55 66 76 52 0 25 81 93
14052
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
14053
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
14054
arturvillas
Provides tools to retrieve humor-focused content, such as Chuck Norris jokes, f…
C 55 66 48 55 0 52 82 100
14055
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
14056
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
14057
chronis10
Enables interaction with Google Docs through a FastMCP server, allowing users t…
C 55 55 48 25 22 80 98
14058
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
14059
Traia-IO
Provides access to the Nager Public Holiday API, enabling AI agents to retrieve…
C 55 55 68 0 27 78 98
14060
IAmAlexander
Readwise Claim
Manage your Readwise library by searching, retrieving, and organizing highlight…
C 55 66 86 10 0 62 81 98
14061
iamsumit-git
Implements a Multi-Channel Platform Server that integrates with existing Enterp…
C 55 55 54 35 21 71 89
14062
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
14063
crebish
MCP Server Claim
A remote Model Context Protocol server that enables AI assistants to interact w…
C 55 66 86 36 0 27 81 98
14064
stayce
shortcut-mcp Claim
Shortcut project management. Create, update, search stories and manage workflow…
C 55 66 72 65 0 45 81 64
14065
ankimcp
Anki MCP Server Claim 2
MCP server for Anki flashcards: adaptive review, notes, media, and deck managem…
C 55 55 69 43 N/A 68 82 12
14066
wojkos
An MCP server that enables AI applications to send text, HTML, and template-bas…
C 55 55 33 41 24 78 100
14067
peterjohnbeck
An MCP server that enables retrieval of historical weather data (temperature, p…
C 55 55 41 30 33 81 91
14068
mtwn105
zerodha-mcp Claim
Zerodha MCP Server & Client - AI Agent (w/Agno & w/Google ADK)
C 55 64 72 33 0 40 95 94
14069
alex-llm
Query and retrieve information about various adversarial tactics and techniques…
C 55 66 94 33 0 21 82 95
14070
kjozsa
Git MCP Claim 2
MCP server for managing Git operations on local repositories, allowing users to…
C 55 54 47 23 N/A 13 95 92
14071
ferdousbhai
investor-agent Claim
Yahoo Finance integration to fetch stock market data including options recommen…
C 55 66 72 28 0 61 81 94
14072
andreadecorte
GABI MCP Server Claim 1
An MCP server that exposes GABI functionality, allowing users to run queries ag…
C 55 55 27 35 41 81 98
14073
cdryampi
A Python server implementing the Model Context Protocol that exposes tools for …
C 55 55 42 38 21 81 92
14074
AB498
MCP server that provides computer control capabilities including mouse movement…
C 55 64 66 28 0 53 95 93
14075
pdichone
Enables exploration of geographical data including countries, cities, states/pr…
C 55 54 40 22 N/A 25 95 94
14076
sfiorini
YouTube MCP Server Claim
Enables AI models to interact with YouTube content including video details, tra…
C 55 66 100 10 0 47 81 90
14077
BACH-AI-Tools
Crawls and converts DeepWiki documentation pages into Markdown format, enabling…
C 55 66 56 58 0 61 81 83
14078
vishal84
A secure MCP server example that demonstrates how to deploy to Google Cloud Run…
C 55 55 60 15 24 81 92
14079
manavaga
web3-signals Claim
Crypto signal intelligence: 20 assets, 6 dimensions, regime detection, portfoli…
C 55 66 84 36 0 32 76 99
14080
fino-oss
Scans Base L2 smart contracts for security risks. Risk score 0-100, detects bac…
C 55 54 66 0 N/A 29 82 95
14081
mamprimauto
Enables executing terminal commands and managing files across different context…
C 55 55 48 82 23 81 30
14082
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
14083
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
14084
nihalxkumar
arch-mcp Claim 1
Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and of…
C 55 66 86 10 0 70 74 100
14085
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
14086
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
14087
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
14088
bug-breeder
quip-mcp Claim
A Model Context Protocol (MCP) server providing AI assistants with comprehensiv…
C 55 66 70 32 0 67 81 92
14089
Traia-IO
Provides access to the Nager.Date API through the Model Context Protocol, enabl…
C 55 55 68 0 27 78 98
14090
Liu-creators
MySQL MCP Claim
A tool that provides simple API to execute SQL queries and manage MySQL databas…
C 55 55 54 33 20 81 79
14091
cindyloo
Search, browse, and read your Dropbox files. Find documents by name or content,…
C 55 66 60 66 0 28 81 94
14092
tronrentalcom
tronrental Claim
Buy TRON energy to reduce USDT transfer fees by 80%. Full API for AI agents.
D 54 64 72 42 0 30 83 95
14093
Atennebris
GMS2 MCP Server Claim 2
An MCP server that parses GameMaker Studio 2 projects, providing developers and…
D 54 54 47 60 N/A 15 90 49
14094
gooboot
MCP-BOS Claim
A modular, extensible Model Context Protocol server framework designed for Clau…
D 54 55 60 26 20 81 77
14095
jonemo
A thin wrapper around the OpenPyXl Python library that exposes Excel file opera…
D 54 64 66 26 0 56 95 88
14096
taka-yayoi
Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL…
D 54 55 56 27 19 81 81
14097
Drakoxw
MCP Server Demo Claim 1
A Model Context Protocol server implementation that can be run directly or thro…
D 54 54 27 40 N/A 21 95 88
14098
whale-professor
MCP server for 3D AI Studio — generate 3D models from text or images using Huny…
D 54 66 59 67 0 41 67 95
14099
zach-snell
obx Claim
A fast, lightweight MCP server and CLI for Obsidian vaults built in Go. 16 mult…
D 54 55 66 15 76 77 43
14100
jaducku
MCP Mempool Claim 3
An MCP server that provides AI agents with real-time and historical Bitcoin net…
D 54 55 65 58 25 80 28
Showing 14051–14100 of 33379 servers
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