MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13051
ag2-mcp-servers
An MCP Server that enables interaction with Maharashtra's Motor Vehicle Departm…
C 59 55 45 60 21 81 81
13052
cserra16
A local testing MCP server that provides weather information for L'Hospitalet d…
C 59 54 48 30 N/A 24 94 98
13053
Eivs
Enables Google search queries and webpage content extraction through an MCP ser…
C 59 66 72 72 0 28 82 96
13054
themeselection
FlyonUI MCP Server Claim
An AI-powered Tailwind builder that helps developers create, inspire, and refac…
C 59 64 68 55 0 45 95 92
13055
johan2328
An MCP server that enables Microsoft Copilot Studio to fetch and deliver random…
C 59 54 45 15 N/A 49 94 100
13056
rockmelodies
Enables remote container security monitoring and management through Docker API …
C 59 55 60 32 37 81 85
13057
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 66 86 43 0 56 81 91
13058
xiguaxiaome
xigua-MCP Claim 1
A Model Context Protocol server that extends AI capabilities through tools for …
C 59 55 45 55 16 81 90
13059
rossumai
Rossum MCP Server Claim 1
A Model Context Protocol server that provides AI agents with read-only access t…
C 59 55 47 41 23 81 100
13060
shashi29vs
Provides time filter tools for CX Dashboard integration, allowing users to set …
C 59 55 54 37 21 81 100
13061
jkf87
HWP MCP Server Claim
A Node.js server that implements Model Context Protocol (MCP) for controlling H…
C 59 54 62 31 N/A 32 84 80
13062
11hritik11
Chess MCP Server Claim
Enables playing chess games with legal move validation and AI opponent moves po…
C 59 54 48 23 N/A 35 95 93
13063
Sallvainian
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dim…
C 59 66 94 10 0 76 83 100
13064
kamath
Provide a dedicated MCP server focused on delivering capabilities related to An…
C 59 54 38 42 N/A 14 95 100
13065
yesid-lopez
MLflow MCP Server Claim
Enables AI assistants to interact with MLflow experiments, runs, and registered…
C 59 55 60 82 22 81 35
13066
Chaeyun06
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
C 59 54 30 68 N/A 22 92 78
13067
nhn-commerce-fe
Enables AI coding tools like Cursor to access Figma design data through the Mod…
C 59 66 66 70 0 58 81 85
13068
Aifornorms
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI agents to create, read, and mod…
C 59 55 57 31 42 69 97
13069
Pursue-LLL
Enables automated export, compression, and cloud upload of Figma design assets …
C 59 55 42 46 39 81 91
13070
mtib
A dockerized Python MCP server that manages flash card projects using OpenAI em…
C 59 55 68 27 16 76 100
13071
13888285815
Windows-MCP Claim
A lightweight server that enables AI agents to interact natively with the Windo…
C 59 55 72 0 52 81 92
13072
honeycombio
hny-mcp Claim 1
Server for interacting with Honeycomb observability data. This server enables L…
C 59 66 94 71 0 57 82 44
13073
repaera
Enables AI chat integrations to manage todo lists by providing tools for adding…
C 59 66 68 67 0 35 83 100
13074
wfyi-joy
Enables reading and extracting text content from PDF files, supporting both loc…
C 59 55 54 31 24 81 100
13075
davidvc
Provides a project memory bank and RAG context provider for enhanced code under…
C 59 54 60 25 N/A 26 90 89
13076
fengin
A MCP server that integrates with Cursor IDE to generate images based on text d…
C 59 54 65 32 N/A 43 95 53
13077
chintan-diwakar
A Model Context Protocol server providing comprehensive access to Yahoo Finance…
C 59 55 61 25 34 81 94
13078
Z333Q
p402 Claim
Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat …
C 59 55 68 0 N/A 70 71 97
13079
BenjaMITM
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 59 55 54 57 24 78 75
13080
shervinemp
An MCP server that analyzes Python codebases using AST, stores code elements in…
C 59 55 63 28 21 81 98
13081
vinitv
Enables web search capabilities through the Tavily API. Allows users to search …
C 59 55 54 37 25 81 92
13082
FinamWeb
Finam MCP Server Claim
Enables trading operations on the Finam platform via natural language, allowing…
C 59 55 42 67 48 81 58
13083
JonaFly
RednoteMCP Claim
Enables automated interaction with Xiaohongshu (Little Red Book) to search for …
C 59 54 56 36 N/A 27 87 87
13084
shreyansh-ghl
MySQL MCP Server Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 59 55 57 51 20 71 91
13085
bitscorp-mcp
Access your Adjust data seamlessly from any MCP client. Query reports, metrics,…
C 59 55 60 42 N/A 23 81 80
13086
bhargava2019
Implements a Model Context Protocol server that enables natural language intera…
C 59 55 44 45 27 81 99
13087
Kyungpyo-Kim
Enables AI models like Claude to easily access and utilize subtitle data from Y…
C 59 55 80 35 34 81 54
13088
0lovesakura0
Enables Claude Desktop to search private documents using Azure AI Search and pe…
C 59 55 60 32 22 81 93
13089
SmartManoj
Demonstrate how to quickly implement an MCP server with minimal setup. Enable s…
C 59 54 48 32 N/A 22 95 97
13090
kcbabo
my-mcp Claim 1
An MCP server framework featuring dynamic tool loading and a modular one-tool-p…
C 59 55 53 33 32 80 94
13091
mndambuki
Enables creation and management of Word documents from markdown content, with s…
C 59 66 90 58 0 19 81 97
13092
xiaobenyang-com
A demonstration project of an MCP server for injecting advertisements into LLM …
C 59 66 72 66 0 45 81 92
13093
csrdltte
Provide a streamlined and extensible MCP server implementation that enables sea…
C 59 54 30 60 N/A 4 95 100
13094
melody26613
Fetches current and three-day weather forecasts for any city using the wttr wea…
C 59 55 60 30 34 81 90
13095
mfang0126
A Model Context Protocol (MCP) Server that provides unified access to multiple …
C 59 55 78 65 16 81 35
13096
DXC-Lab-Linkage
A continuous integration server that automates Python code analysis, providing …
C 59 55 68 31 19 81 88
13097
slg1119
MySQL MCP Server Claim
Provides MySQL database integration for AI assistants and other MCP clients, al…
C 59 55 60 26 23 81 99
13098
liuyazui
Base64 MCP Server Claim
A simple and efficient MCP server that provides Base64 encoding and decoding fu…
C 59 55 60 36 22 81 89
13099
sirusb
samtools_mcp Claim
A Model Control Protocol implementation for SAMtools, providing a standardized …
C 59 55 72 28 23 76 90
13100
Company-Gibraltar
company-gibraltar Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
C 59 64 76 55 0 50 95 80
Showing 13051–13100 of 56925 servers
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