MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20751
alderban107
hyprland-mcp Claim 1
An MCP server for Hyprland desktop automation that allows AI assistants to see …
C 58 43 61 31 N/A 45 89
20752
royisme
Transforms code repositories and development documentation into a queryable Neo…
C 58 44 64 31 53 82
20753
rishigundakaram
Enables conversational 3D modeling by providing CAD-Query functionality to vali…
C 58 43 76 26 N/A 24 95
20754
bassilkhilo-ag2
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 58 44 60 62 21 81
20755
michaljach
opencode-browser Claim
Browser automation plugin for OpenCode AI editor - Control Chrome/Edge with AI,…
C 58 43 60 26 N/A 54 92
20756
hope1026
Roblox MCP Claim 1
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and…
C 58 43 54 20 N/A 62 96
20757
yaniv-golan
mcp-bash Claim
A framework for building Model Context Protocol (MCP) servers using pure Bash s…
C 58 44 60 7 85 85
20758
SecretiveShell
MCP-llms-txt Claim 2
MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into…
C 58 43 45 52 N/A 41 92
20759
Meowrium
MCPGTCG Claim 1
An MCP server for the Genius Invokation TCG simulator that allows AI models to …
C 58 43 69 27 N/A 36 90
20760
gt732
An integration that enables AI assistants to interact with network data through…
C 58 44 84 28 27 80
20761
DTDucas
chm to markdown and vectorDB
C 58 43 56 28 N/A 58 92
20762
tendayspace
CbetaMCP Claim
A modular, extensible FastAPI-based platform that aggregates multiple AI tools …
C 58 44 42 72 34 83
20763
dequelabs
Official MCP server for Axe DevTools for Web.
C 58 33 48 N/A N/A 26 95
20764
huuh-me
huuh Claim
huuh.me is AI-native Youtube - dead easy AI for people with stuff to do - colla…
C 58 44 48 68 33 81
20765
labeveryday
Enables comprehensive PDF processing including text extraction, image extractio…
C 58 43 66 36 N/A 23 95
20766
fiddlecube
compliant-llm Claim
Build Secure and Compliant AI agents and MCP Servers. YC W23
C 58 43 54 22 N/A 65 95
20767
NBNBTM
PDDL MCP Server Claim
A planning server that enables natural language to PDDL conversion, automatic p…
C 58 43 54 36 N/A 50 92
20768
aimiora
PubMed MCP Claim
Enables searching and retrieving academic article metadata from PubMed through …
C 58 44 48 71 27 82
20769
BACH-AI-Tools
Provides access to the GeoDB Cities API for retrieving global geographic data i…
C 58 44 50 57 45 80
20770
PewterZz
Locate dog shelters within a specified radius in San Francisco using an easy-to…
C 58 43 54 57 N/A 24 91
20771
systeminit
System Initiative Claim
System Initiative provides AI Native Infrastructure automation that gives you c…
C 58 44 56 25 75 81
20772
vihanrs
Weather MCP Server Claim
Provides AI assistants with tools to retrieve current weather, 7-day forecasts,…
C 58 44 60 56 27 82
20773
openags
paper-search-mcp Claim 1
MCP, CLI, Skills for searching and downloading academic papers from multiple so…
C 58 44 61 28 N/A 57 83
20774
michabbb
Enables AI assistants to build and query temporally-aware knowledge graphs from…
C 58 44 48 66 36 80
20775
semanticintent
Semantic D1 MCP Claim
Enables AI-assisted analysis and optimization of Cloudflare D1 databases throug…
C 58 44 60 30 68 77
20776
leeguooooo
ZenTao MCP Server Claim
Enables interaction with ZenTao project management system through RESTful APIs.…
C 58 44 60 35 56 81
20777
razavioo
Liara MCP Server Claim
Enables AI assistants to deploy and manage applications, databases, object stor…
C 58 44 56 43 49 81
20778
DiederichSolis
Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Dr…
C 58 44 50 68 27 81
20779
BACH-AI-Tools
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
C 58 44 50 55 45 80
20780
ramonbnuezjr
A standardized API server that enables AI agents and client applications to fet…
C 58 44 56 65 21 82
20781
a01110946
RhinoMCP Claim
Connects Rhino3D to Claude AI via the Model Context Protocol, enabling AI-assis…
C 58 43 64 40 N/A 22 95
20782
EulerianTechnologies
Provides access to the Eulerian Marketing Platform: analytics, attribution & da…
C 58 43 56 41 N/A 48 83
20783
mkearl
DependencyMCP Server Claim 1
Analyzes codebases to generate dependency graphs and architectural insights acr…
C 58 33 54 N/A N/A 17 95
20784
AshwinSundar
Ever wonder what our (US) Congress is up to? Fed up with the news? Ask Congress…
C 58 44 60 42 45 81
20785
sharmashivanand
Implements a Model Context Protocol server for WordPress that enhances VS Code …
C 58 43 60 33 N/A 40 95
20786
rigzindorje
An MCP (Model Context Protocol) server that enables interaction with the Cisco …
C 58 43 60 45 N/A 21 95
20787
huazhengwang
MCP Server Claim
A Multi-Agent Conversation Protocol Server that interfaces with the Exa Search …
C 57 44 60 61 21 76
20788
moonolgerd
game-mcp Claim
Discovers and manages installed games on Windows from Steam, Epic, GOG, Xbox, a…
C 57 43 56 20 N/A 59 95
20789
chartmogul
Enables interaction with the ChartMogul API to manage subscription data, custom…
C 57 44 56 43 49 80
20790
Puliczek
🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️
C 57 33 44 N/A N/A 30 95
20791
xinyousuozhi
Academic MCP Claim
Enables AI tools to search and retrieve data from various South Korean and Japa…
C 57 44 42 66 35 82
20792
chemany
A simple HTTP API server that allows users to publish articles, create answers,…
C 57 43 42 68 N/A 16 95
20793
lumberjack-so
joemcp Claim
Manage clients, contacts, proposals, estimates, and projects in Joe API. Create…
C 57 43 82 10 N/A 28 95
20794
ipenywis
onemcp-hub Claim
OneMCP feature requests, bugs and improvements
C 57 33 40 N/A N/A 33 95
20795
glassBead-tc
A Model Context Protocol server that provides a standardized interface for inte…
C 57 44 45 72 25 82
20796
teknologika
Creates professional PowerPoint presentations from Markdown or JSON with intell…
C 57 44 56 28 63 81
20797
cyberagiinc
Integrates with Claude to enable intelligent querying of documentation data, tr…
C 57 44 60 36 58 74
20798
ag2-mcp-servers
This MCP server enables interaction with the Open States API, allowing users to…
C 57 44 60 55 21 81
20799
sanity-io
Deprecated: Use the remote MCP server at https://mcp.sanity.io instead.
C 57 33 44 N/A N/A 28 95
20800
timheuer
Sample .NET MCP Server
C 57 33 36 N/A N/A 41 95
Showing 20751–20800 of 30006 servers
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