MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12151
TodiwalaVentures
phantom-voices-mcp Claim
PHANTOM VOICES MCP Server — Search, browse, and get platform-ready voice config…
C 62 64 84 57 0 39 95 94
12152
freibergergarcia
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
C 62 66 96 52 0 43 81 95
12153
Charleslotto
An MCP server that enables AI assistants to control and monitor Klipper 3D prin…
C 62 55 69 31 27 77 99
12154
chaitanyaiscoding
An MCP server designed to automate Django database setup and management, includ…
C 62 54 57 45 N/A 22 80 99
12155
Mats2208
Packet Tracer MCP Claim 1
An MCP server that allows LLMs to create, configure, validate, and explain Cisc…
C 62 54 45 53 N/A 27 90 91
12156
helloHupc
Pixabay MCP Server Claim
Enables AI assistants to search for and retrieve images, illustrations, and vid…
C 62 55 54 37 45 82 91
12157
Tsuchijo
MATLAB MCP Server Claim 1
Allows interaction with MATLAB by creating and executing scripts and functions …
C 62 54 66 33 N/A 21 88 93
12158
Kotelberg
A server that enables AI systems to browse, retrieve content from, and interact…
C 62 55 78 100 21 81 7
12159
abelljs
abell Claim
AI tools related to Abell. Currently includes MCP of Abell
C 62 64 60 55 0 82 95 93
12160
anirbanbasu
A MCP server for the Frankfurter API for currency exchange rates.
C 62 66 63 65 0 74 83 98
12161
sweetwisdom
Enables users to manage projects and retrieve random wallpapers through a TypeS…
C 62 55 54 82 N/A 25 95 41
12162
w4yn3sh33n
Create multilingual greetings and generate custom images for messages, social p…
C 62 55 66 70 N/A 26 81 52
12163
Ansvar-Systems
georgian-law-mcp Claim
Georgian legislation via MCP — full-text search across statutes and provisions
C 62 64 90 33 0 66 95 90
12164
ashrobertsdragon
Markdown RAG Claim
A Retrieval Augmented Generation system that enables AI assistants to perform s…
C 62 55 60 32 36 82 99
12165
ODAncona
code2prompt-mcp Claim 1
An MCP server that analyzes codebases and generates contextual prompts, making …
C 62 54 39 45 N/A 44 95 91
12166
highthon-16
An ADT-based calendar management system that enables users to create, update, a…
C 62 54 54 58 N/A 23 95 73
12167
Ansvar-Systems
South Korean law database — PIPA, ICT network security, credit information with…
C 62 66 90 43 0 70 82 93
12168
ToolOracle
CarbonOracle Claim
CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbo…
C 62 55 84 0 40 82 100
12169
kukapay
eips-mcp Claim 1
An MCP server for providing semantically related Ethereum Improvement Proposals…
C 62 54 51 30 N/A 40 92 100
12170
manpreet2000
A Model Context Protocol server that enables LLMs to interact with databases (c…
C 62 55 61 60 41 71 73
12171
0GiS0
Demonstrates how to implement sampling in MCP servers, allowing tools to reques…
C 62 54 60 27 N/A 30 95 94
12172
hbd
MCP Chat Claim
A server that enables users to chat with each other by repurposing the Model Co…
C 62 55 48 43 43 82 97
12173
derberg
EasyPeasyMCP Claim
A lightweight, zero-config MCP server that makes documentation and API specific…
C 62 55 78 0 56 80 97
12174
jar285
Enables Large Language Models to analyze GitHub repositories in real-time, prov…
C 62 55 60 43 18 82 99
12175
laoyouf
weather-mcp-server Claim
C 62 54 54 31 N/A 39 94 90
12176
muminfarooq190
Weather MCP Server Claim
Enables users to get weather alerts and forecasts through natural language inte…
C 62 54 46 41 N/A 24 95 100
12177
learnwithcc
Tally MCP Claim
Manage Tally.so forms through AI conversation. Create, update, and organize for…
C 62 66 82 70 0 47 81 92
12178
orbit-logistics
Enables interaction with Notion through the Notion API by exposing it as tools …
C 62 55 86 50 18 80 57
12179
reuvenaor
MCP server for Shadcn UI, enabling automated, remote, or containerized project …
C 62 64 69 65 0 46 95 100
12180
kukapay
thegraph-mcp Claim 1
An MCP server that powers AI agents with indexed blockchain data from The Graph.
C 62 55 57 41 40 78 93
12181
thiagovictorino
Enables multiple Claude Code instances to collaborate in real-time through chan…
C 62 55 48 51 39 81 91
12182
jjmerri
Provides access to E\*TRADE's Market API for retrieving real-time stock quotes,…
C 62 55 62 40 21 81 100
12183
arjunkmrm
Provide real-time transportation data including bus arrivals, train service ale…
C 62 66 90 65 0 26 81 100
12184
cemremengu
Weather MCP Server Claim
Provides weather information tools based on the National Weather Service APIs t…
C 62 55 68 30 27 82 100
12185
prajwalnayak7
MCP Server Redis Claim
A server that provides Claude with Redis database access and operations through…
C 62 55 60 27 44 80 99
12186
nakamura196
Genji MCP Server Claim
Provides access to the Genji API for searching and analyzing classical Japanese…
C 62 66 84 61 0 44 81 98
12187
evangstav
Personal MCP Server Claim 3
A Model Context Protocol server for tracking personal health and well-being, of…
C 62 55 45 58 29 82 92
12188
kukapay
uniswap-pools-mcp Claim 1
An MCP server for querying Uniswap pools/pairs by token address, delivering cle…
C 62 55 49 43 39 81 97
12189
format37
youtube_mcp Claim
C 62 55 68 43 21 74 94
12190
cdugo
Fetches package documentation from multiple language ecosystems (JavaScript, Py…
C 62 55 70 82 44 81 21
12191
egawata
Generates creative illustration prompts featuring characters from the Love Live…
C 62 55 46 60 32 80 88
12192
fengyucn
Provides comprehensive weather data including forecasts, air quality, weather a…
C 62 55 48 48 64 81 75
12193
MessengerFlow
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
C 61 66 76 68 0 55 80 92
12194
Yoshua-Carrera
Python MCP Server Claim
A demonstration MCP server built with fastmcp that provides basic utility tools…
C 61 54 60 30 N/A 26 95 91
12195
ahtishamdilawar
Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students…
C 61 54 54 38 N/A 24 91 96
12196 C 61 54 30 57 N/A 21 95 98
12197
baixianger
langchain-mcp Claim
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-lik…
C 61 64 72 67 0 26 95 100
12198
arjunkmrm
Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…
C 61 66 96 67 0 19 81 89
12199
sunhuiowo
MCP_3 Claim
Provides paper search and management capabilities along with weather queries, d…
C 61 55 72 25 24 81 96
12200
diegofornalha
MCP-Server-TESS Claim 1
A Model Context Protocol server that enables integration with the TESS API, all…
C 61 55 63 42 23 80 92
Showing 12151–12200 of 30006 servers
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