MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24681
Scored
1286
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13651
softvoyagers
fakturka-api-mcp Claim
Free Polish VAT invoice generation MCP server with PDF output and preview. No A…
C 57 55 70 0 40 81 93
13652
szqshan
Provides powerful data analysis capabilities for AI systems with functions for …
C 57 55 54 43 25 81 78
13653
JoeWithGlide
MySQL MCP Server Claim
Provides AI assistants with secure read-only access to MySQL databases through …
C 57 66 72 56 0 43 81 90
13654
CYCWEB01
A Node.js-based FastMCP protocol server that integrates DeepSeek AI capabilitie…
C 57 55 54 61 21 81 60
13655
NiclasOlofsson
Mode Manager MCP Claim
MCP Memory Agent Server - A VS Code chatmode and instruction manager with libra…
C 57 64 58 31 0 76 95 94
13656
ITworkonline
GoogleCalendarMCP Claim
A Model Completion Prompt (MCP) plugin that allows users to create events in Go…
C 57 55 54 37 16 81 90
13657
SandroSD
Enables users to retrieve current weather alerts for US states and detailed wea…
C 57 55 36 58 9 81 94
13658
xiaohui
Enables sending messages and scheduling reminders through multiple platforms in…
C 57 55 42 33 48 81 87
13659
paterapatera
An MCP server that enables AI agents to search and retrieve messages within a S…
C 57 55 45 75 27 81 49
13660
Tooflex
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 57 54 45 28 N/A 24 95 93
13661
sinanerdinc
Provides access to OPET fuel station prices across Turkish provinces. Enables q…
C 57 55 60 20 37 81 86
13662
mlaurel
A Context Engineering Framework that provides 9 battle-tested development workf…
C 57 64 54 65 0 42 95 89
13663
Day7-Engineering
A template for deploying remote MCP servers on Cloudflare Workers without authe…
C 57 55 48 52 29 78 71
13664
putput-io
putput-mcp Claim
File uploads for AI agents. Upload, list, and manage files. No signup required.
C 57 66 72 71 0 29 69 99
13665
Latinum-Agentic-Commerce
Weather MCP Tool Claim
A Model Context Protocol tool that provides weather information for cities, wit…
C 57 54 54 37 N/A 22 95 69
13666
kentaro
A Model Context Protocol server that enables AI assistants to utilize AivisSpee…
C 57 55 45 62 20 81 70
13667
jerhadf
linear-mcp-server Claim
A server that integrates Linear's project management system with the Model Cont…
C 57 64 100 10 0 48 95 91
13668
InfolabAI
Gemini MCP Server Claim
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Ge…
C 57 54 48 28 N/A 45 95 73
13669
mattmarcin
AQICN MCP Server Claim 1
Enables interaction with the World Air Quality Index to fetch real-time air qua…
C 57 66 60 70 0 37 81 92
13670
eshlon
A Model Context Protocol server that enables AI language models like Claude to …
C 57 55 51 82 34 80 30
13671
Aniket310101
A Model Context Protocol server that enables large language models to interact …
C 57 55 49 35 27 81 92
13672
Monadical-SAS
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 57 66 71 57 0 40 81 94
13673
eDramas
MasterGo Magic MCP Claim
Connects AI models with MasterGo design tools to retrieve and process DSL data …
C 57 66 76 65 0 25 81 88
13674
kukapay
liquidity-pools-mcp Claim 1
An MCP server that tracks and analyzes DEX liquidity pools to power intelligent…
C 57 55 49 32 38 81 83
13675
demixid
An MCP server that indexes local Python projects into a SQLite database to enab…
C 57 54 39 25 N/A 25 95 100
13676
kimbo128
drain-mcp Claim
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
C 57 66 90 46 0 45 64 98
13677
amarshikhar
Enables AI-powered vendor risk assessment using AWS Titan, allowing users to ev…
C 57 55 48 33 21 81 98
13678
Traia-IO
An MCP server that provides AI agents and LLMs with standardized tool access to…
C 57 55 53 35 24 81 87
13679
TusharShahi
MCP Jira Claim
Model Context Protocol server that allows AI assistants to interact with Jira, …
C 57 55 60 20 24 81 97
13680
jakenuts
A CLI command execution server that enables running shell commands with structu…
C 57 64 78 50 0 23 95 92
13681
binal182
Enables users to search and interact with Binal's professional knowledge base t…
C 57 66 78 53 0 32 81 98
13682
adamrtalbot
A Model Context Protocol server designed to facilitate Nextflow development and…
C 57 54 45 28 N/A 20 95 93
13683
shricodev
⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hos…
C 57 64 78 35 0 43 95 89
13684
wrdan
MCP Canteen Server Claim
A service that provides cafeteria dining statistics, allowing users to query br…
C 57 55 48 48 44 82 61
13685
arcadia-finance
Arcadia Finance Claim
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or …
C 57 66 94 10 0 72 81 93
13686
parthmodi152
todoist-ai-mcp Claim
C 57 64 90 10 0 60 95 94
13687
kongyo2
MCP Dev MCP Claim
Enables LLM agents to programmatically inspect, debug, and test other MCP serve…
C 57 66 60 62 0 55 81 92
13688
serkanh
An MCP server that allows AI assistants to access AWS CloudWatch logs by listin…
C 57 55 45 43 25 81 90
13689
vvbv
PyerP MCP Server Claim 1
An MCP server that enables LLM agents to interact with PyerP ERP systems via a …
C 57 55 45 38 27 81 92
13690
rochadelon
Enables AI assistants to manage tasks, projects, and analyze productivity direc…
C 57 55 60 41 26 81 71
13691
tolik-unicornrider
An MCP server that extracts meaningful content from websites and converts HTML …
C 57 55 39 60 22 82 79
13692
kkyy3402
Enables semantic search and document retrieval from OpenAI Vector Store, allowi…
C 57 55 54 30 19 80 96
13693
vog01r
Provides real-time aircraft tracking data from OpenSky Network combined with FA…
C 57 66 90 37 0 49 81 86
13694
Yogesh-G-3468
OmniDocs MCP Claim
An intelligent MCP server that enables AI agents to crawl, index, and semantica…
C 57 54 42 31 N/A 25 95 93
13695
lazy-importer
DIE MCP Server Claim 1
An MCP server that enables AI agents to analyze executable files using Detect I…
C 56 55 53 31 40 76 82
13696
jinyinghua
simple-search Claim
Simple Tavily Search MCP Server This is a simplified version of the Tavily se…
C 56 54 36 33 N/A 40 95 81
13697
parishwolfe
Enables AI agents to explore and query a mock e-commerce store's data including…
C 56 55 48 27 25 81 100
13698
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 55 66 41 28 81 57
13699
arkeodev
Provides a standardized protocol for tool invocation, enabling an AI system to …
C 56 55 78 33 43 76 41
13700
AlexlaGuardia
Mailchimp MCP Server Claim 1
A production-grade MCP server that integrates with the Mailchimp Marketing API …
C 56 55 60 0 45 82 99
Showing 13651–13700 of 33332 servers
« Prev 1 272 273 274 275 276 667 Next »