MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8701
catwhisperingninja
Uniswap Trader MCP Claim
Enables AI agents to automate token swaps on Uniswap DEX across multiple blockc…
C 68 55 60 58 47 81 94
8702
Three-Little-Birds
Flappy MCP Server Claim
Enables running avian flight dynamics simulations through the Flappy simulator.…
C 68 55 54 70 N/A 49 95 69
8703
David-mo
Connects AI assistants to Facebook's Ads API to enable natural language queries…
C 68 55 82 46 22 81 96
8704
Sjotie
Notion MCP Server Claim 1
A Model Context Protocol server that connects Claude and other AI assistants to…
C 68 55 71 100 25 81 48
8705
0xikarus
Enables management of Linear kanban boards, projects, and issues directly throu…
C 68 55 72 57 25 80 98
8706
diaz3618
memory-bank-mcp Claim 1
An MCP server that gives AI assistants persistent memory across sessions. It st…
C 68 54 57 30 N/A 82 92 89
8707
tositon
OpenDeepSearch Claim
A research tool that performs comprehensive, in-depth research on complex topic…
C 68 55 84 46 38 81 84
8708
kgand
Document Parser MCP Claim 1
An MCP server that uses the Docling toolkit to convert various document formats…
C 68 55 75 33 60 81 94
8709
crunchloop
MCP Teamtailor Claim 1
A Model Context Protocol server that enables integration with the Teamtailor AP…
C 68 55 51 63 56 81 92
8710
yshumei2025
ID Factory MCP Server Claim 1
Provides unified ID handle resolution and querying functionality through the ID…
C 68 55 80 63 24 81 77
8711
webpixels
Webpixels MCP Server Claim 1
Enables AI assistants to search, retrieve, and assemble Bootstrap UI components…
C 68 55 78 50 27 82 92
8712
agenthotspot
Enables AI agents to search and discover over 6,000 curated MCP connectors from…
C 68 55 64 43 54 82 98
8713
hypersniper05
Enables web content retrieval and semantic search capabilities through the Jina…
C 68 55 76 41 34 81 100
8714
JuanPedroSosa
Weather MCP Server Claim
Provides tools to fetch real-time weather data from the National Weather Servic…
C 68 54 54 61 N/A 28 94 100
8715
carlosarmenta75
Enables CRUD operations and schema exploration on Microsoft Dataverse databases…
C 68 55 78 50 27 76 99
8716
Disturbing
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
C 68 55 60 52 45 84 100
8717
cuongdev
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
C 68 55 85 58 25 82 75
8718
yoheitabo
Enables AI-powered knowledge management and creative support by connecting Scra…
C 68 55 88 65 N/A 39 95 39
8719
taskhub-sh
Enables AI agents to interact with terminal-based TUI applications by capturing…
C 68 54 66 41 N/A 44 95 93
8720
HaroldLeo
Integrates Google Flights data into AI workflows for natural language flight se…
C 68 55 80 43 42 81 89
8721
akashlomas
SonarQube MCP Claim
A lightweight MCP for SonarQube reports
C 68 55 76 65 35 81 73
8722
slhad
slhad-aha-mcp Claim
A TypeScript MCP server for Home Assistant, enabling programmatic management of…
C 68 66 100 70 0 66 81 94
8723
ferrary7
MCPilot Claim
A powerful gateway for the Model Context Protocol (MCP) that unifies AI toolcha…
C 68 55 84 67 28 81 63
8724
zengxiaolou
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
C 68 54 54 58 N/A 40 95 92
8725
codewith1984
A Model Context Protocol compatible server that provides weather information fo…
C 68 55 66 100 N/A 22 95 37
8726
ananddtyagi
Copy-Paste MCP Claim 1
A Model Context Protocol server that provides a tool for extracting specific li…
C 68 55 47 100 N/A 46 95 42
8727
kfnzero
Mantis MCP Server Claim 1
A Model Context Protocol (MCP) service that enables integration with Mantis Bug…
C 68 55 60 100 53 80 41
8728
zanetworker
MCP Docling Server Claim
A server that provides document processing capabilities using the Model Context…
C 68 55 90 32 38 81 92
8729
Zzero-net
Provides AI agents with access to Zero Network documentation, SDK integration g…
C 68 55 88 32 27 84 99
8730
StdioA
beancount-mcp Claim
MCP Server to query from your Beancount ledger, or submit transaction.
C 68 54 84 28 N/A 45 87 92
8731
kongyo2
ステラリスのmodding支援用MCPサーバーです。SteamCMD APIとGitHub APIを使用して、mod開発者に必要な最新情報を提供します。
C 68 55 66 100 43 81 40
8732
nazufel
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
C 68 54 78 30 N/A 28 95 100
8733
vandewilly
dice-roller Claim 1
Roll dice using standard notation (2d6, 1d20+5), D&D stats, coin flips, and mor…
C 68 54 54 37 N/A 58 94 100
8734
stv-io
A containerized Model Context Protocol server that enables using natural langua…
C 68 54 78 36 N/A 39 89 93
8735
yincongcyincong
An MCP server for interacting with VictoriaMetrics database.
C 68 54 71 50 N/A 27 89 95
8736
singularitybridge
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
C 68 55 60 68 50 81 79
8737
egyleader
Dart MCP Server Claim 1
Bridge the gap between AI coding assistants and Dart/Flutter development workfl…
C 68 55 66 82 N/A 53 95 33
8738
block
Xcode Index MCP Claim
Gives Goose/Cursor access to your iOS/macOS project index through the Model Con…
C 68 54 60 38 N/A 50 95 96
8739
kingroyalabstergo-agent
Qwery MCP Server Claim
A search engine for AI agents that enables searching, comparing, and discoverin…
C 68 55 70 50 35 82 99
8740
libra850
Enables interaction with Obsidian vaults through MCP, supporting note creation …
C 68 55 72 100 N/A 45 95 14
8741
ShivamPansuriya
Enables dynamic generation of tools based on user-specific permissions from an …
C 68 55 78 48 22 81 99
8742
LinkupPlatform
mcp-search-linkup Claim
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
C 68 55 80 22 68 81 91
8743
tjx666
vscode-mcp Claim 1
MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functional…
C 68 54 57 58 N/A 58 95 70
8744
tingyiy
An open-source Model Context Protocol (MCP) server for Atlassian Jira and Confl…
C 68 55 70 33 60 81 97
8745
Gelberm
Provides tools to interact with the Chess.com Public API for fetching real-time…
C 68 55 54 82 27 81 88
8746
yujaeyun
learnlog-mcp Claim
C 68 54 56 56 N/A 41 92 92
8747
xhuaustc
Jenkins MCP Tool Claim
A multi-Jenkins server management and automation tool that enables intelligent …
C 68 55 88 43 18 80 98
8748
vignesh-codes
ai-agents-mcp-pg Claim 1
This repo is an extension of PostgreSQL MCP Server providing functionalities to…
C 68 55 79 45 N/A 33 74 100
8749
Leon-Algo
Manages and automatically refreshes Feishu (Lark) app access tokens and user ac…
C 68 55 60 66 32 81 93
8750
mario-andreschak
A Model Context Protocol server that wraps AutoIt functionality, enabling LLMs …
C 68 54 63 52 N/A 42 95 82
Showing 8701–8750 of 33537 servers
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