MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7101
hj1003862396
draw-flow-mcp-server Claim 1
MCP server for Next AI Draw.io - AI-powered diagram generation with real-time b…
B 71 54 57 71 N/A 36 90 94
7102
rajnaveen344
LSP Tools MCP Server Claim 2
A Model Context Protocol server that provides tools to find regex pattern posit…
B 71 54 65 57 N/A 40 95 92
7103
lucygoodchild
An MCP server for UK National Rail trains service, providing train schedules an…
B 71 55 79 63 23 80 100
7104
BjornMelin
High-performance server enabling AI assistants to access web scraping, crawling…
B 71 55 64 73 36 81 94
7105
vishalsachdev
Integrates with the Eventbrite API to provide AI-assisted event management capa…
B 71 55 72 67 51 80 83
7106
Raffay0177
Provides weather information through MCP tools integrated with a FastAPI backen…
B 71 54 78 56 N/A 19 95 95
7107
PinataCloud
Pinata MCP Claim 2
Provides Claude with access to Pinata's API, allowing it to interact with both …
B 71 55 60 100 56 80 54
7108
Monsoft-Solutions
Allow to manage Issues and Project on Github
B 71 55 72 72 37 76 88
7109
amidvidy
Anki MCP Server Claim
Provides tools for managing Anki decks, notes, and note types via the Model Con…
B 71 54 72 60 N/A 28 89 99
7110
Nozomuts
Datadog MCP Server Claim
Enables interaction with Datadog's monitoring platform to search logs, search t…
B 71 55 60 71 43 81 96
7111
huntkil
An MCP (Model Context Protocol) server for efficiently managing Markdown docume…
B 71 54 80 51 N/A 18 95 99
7112
poposnail61
mcp Claim 1
B 71 54 72 57 N/A 30 90 99
7113
woshizhouzhuo-ux
flomo-mcp Claim
A simple notes system that allows creating, storing, and accessing text notes t…
B 71 54 78 47 N/A 25 95 100
7114
google-gemini
gemini-cli Claim
An open-source AI agent that brings the power of Gemini directly into your term…
B 71 54 96 25 N/A 88 95 51
7115
th3w1zard1
Implements CEDARScript, a SQL-like language for code manipulation.
B 71 55 90 100 N/A 19 87 35
7116
hply
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 71 55 88 58 24 82 91
7117
precariat365
A MCP-based intelligent customer service system that provides smart Q\&A, human…
B 71 55 80 60 41 81 85
7118
G3sparky
A Windows-native MCP server that enables users to paste images, Excel tables, r…
B 71 54 84 56 N/A 24 87 93
7119
yunusj
Provides security assessment methodology, tool documentation, and step-by-step …
B 71 55 56 72 50 81 94
7120
pr0methevs
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
B 71 55 86 50 24 81 100
7121
SK-DEV-AI
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 71 54 80 38 N/A 47 88 99
7122
JayArrowz
OSRS MCP Server Claim
Enables interaction with Old School RuneScape game data and Wiki through the Mo…
B 71 55 74 100 44 81 43
7123
funsjanssen
Faker MCP Server Claim
Generates realistic mock data using Faker.js for database seeding, API testing,…
B 71 55 90 82 50 81 38
7124
turambar928
An automated system that processes raw text through a three-stage pipeline to a…
B 71 55 92 57 33 78 82
7125
glassBead-tc
A macOS-native bridge server that enables communication between different AI cl…
B 71 55 96 82 N/A 23 95 35
7126
N3uraX
Tafa MCP Server Claim
A production-ready Model Context Protocol server that provides comprehensive fi…
B 71 54 54 65 N/A 41 95 99
7127
7gugu
ZIP-MCP Claim 1
An MCP tool that provides AI with the ability to compress and decompress local …
B 71 55 78 82 N/A 49 90 44
7128
zhigang1992
mcpcute Claim
An MCP aggregator that consolidates multiple MCP servers behind a single interf…
B 71 55 78 58 27 81 100
7129
Angeluis001
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 71 55 57 66 54 81 96
7130
CHIBOLAR
Enables seamless Jira integration through browser-based OAuth authentication, p…
B 71 55 72 66 26 81 99
7131
patgpt
DAI MCP Server Claim
Provides persistent memory capabilities through Neo4j graph database integratio…
B 71 55 60 72 45 81 92
7132
hunseokko
mcp-google-sheets Claim
B 71 54 72 41 N/A 45 95 99
7133
duolingo
slack-mcp Claim
Read-only MCP server for Slack with OAuth 2.1 authentication, enabling message …
B 71 54 78 45 N/A 43 90 92
7134
maxouverzou
A task management MCP server that provides tools to create, list, complete, and…
B 71 55 72 70 24 83 95
7135
dakl
arxiv-mcp Claim
Provides tools to search for arXiv papers, retrieve full-text HTML content via …
B 71 55 70 52 50 81 98
7136
starlink-awaken
MCP OpenClaw Claim 2
An MCP server that integrates with the OpenClaw API to enable AI assistants to …
B 71 55 69 55 64 76 92
7137
PraveenJoshua23
A Model Context Protocol server that connects to a payments company's developer…
B 71 54 69 61 N/A 26 92 99
7138
FireKickerton
Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant wit…
B 71 55 78 63 22 81 100
7139
Sicks3c
HackerOne MCP Server Claim 1
Provides read-only access to HackerOne reports, program scopes, and bounty earn…
B 71 54 70 58 30 92 95
7140
kazuph
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
B 71 55 72 72 39 78 87
7141
Dagudelot
Enables automatic weather information retrieval through a custom MCP server int…
B 71 55 78 61 23 81 100
7142
mcp-for-dev
A Model Context Protocol server that provides web search capabilities using Goo…
B 71 55 63 68 37 81 100
7143
wise-vision
ros2_mcp Claim
Advanced MCP Server ROS 2 bridging AI agents straight into robotics
B 71 55 90 25 N/A 69 80 90
7144
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 55 78 68 26 81 89
7145
ibuildthecloud
Provides an interactive chess game experience through MCP tools with a web-base…
B 71 54 66 60 N/A 43 95 86
7146
Prajapdh
Provides comprehensive Google Sheets integration for creating, reading, updatin…
B 71 55 78 67 21 78 100
7147
tobioffice
Enables AI assistants to convert LaTeX source code into professionally formatte…
B 71 54 78 51 N/A 21 95 100
7148
royerlab
Napari MCP Server Claim
MCP server for remote control of napari viewers via Model Context Protocol, ena…
B 71 54 70 35 N/A 76 84 97
7149
dcSpark
MCP Crypto Wallet EVM Claim 1
Provides Claude with access to Ethereum and EVM-compatible blockchain operation…
B 71 55 78 91 47 71 57
7150
OnePieceLwc
CodeMind MCP Claim
Enables users to manage GitCode repositories and automatically generate mind ma…
B 71 55 78 72 42 80 71
Showing 7101–7150 of 58579 servers
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