MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29237
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39101
atharv.sp
jaamun Claim
N/A N/A 95
39102
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
39103
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
39104
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
39105
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
81
39106
CSOAI-ORG
email-automation-mcp MCP server by MEOK AI Labs
N/A N/A
39107
axel-belfort
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
81
39108
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
39109
MCP-Mirror
Enables complete Slack integration through natural language in Cursor IDE, supp…
81
39110 N/A N/A 95
39111
dtjohnson83
dot Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
N/A N/A 95
39112
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
39113
xiaobenyang-com
review-code Claim
生成统一的代码评审提示,覆盖整体、单文件与差异审查场景。解析审查文本中的总分,输出标准化评分。帮助团队规范评审流程、提升代码质量与一致性。
N/A N/A 95
39114
steven
bouldinsai Claim
N/A N/A 95
39115
MarsHeer
Register and manage internet domains for AI agents via AgentDomain
N/A N/A
39116 N/A N/A 95
39117
vennio
Programmable time infrastructure — scheduling and availability tools for AI age…
81
39118
ravipesala
Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
81
39119
jjeansilva
hashsign Claim
N/A N/A 95
39120
kazokus
Discover and compare Kazokus — the community platform with zero transaction fee…
81
39121
wonderwhy-er
Execute terminal commands and manage files with diff editing capabilities. Codi…
N/A N/A 95
39122
yutayamamoto
Formath MCP Claim
Enables extraction of mathematical content from TeX papers and conversion to Le…
N/A N/A 95
39123
lazymac2x
Cloudflare Workers MCP server: ai-prompt-optimizer
39124
RASON Claim 2
Build, solve, and analyze RASON optimization, simulation, data science, and dec…
N/A N/A 69
39125
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
81
39126
fahadBSTech
Provide seamless integration with Clockify's time tracking API through a compre…
N/A N/A 95
39127
capyBearista
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
N/A N/A 75
39128
liuguoping1024
A lottery information query service for the Shanghai region that provides winni…
81
39129
MayankTalwar0
An MCP server for analyzing startup financial health and generating metrics rep…
N/A N/A
39130
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
81
39131
akshare-one-mcp Claim 1
MCP server that provides access to Chinese stock market data using akshare-one
N/A N/A 81
39132
Livshitz
mcp-github Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
39133
mobil3801
Connect to your Supabase project to explore and query your database. List table…
N/A N/A 95
39134
Connected-Paths
Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatG…
39135 N/A N/A 95
39136
ykq007
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
81
39137
ai-research
Airesearch Claim
N/A N/A
39138
szimmer24-kx1h
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
N/A N/A
39139
mcp Claim 1
Yaw MCP - one install, every MCP server, managed from yaw.sh/mcp
N/A N/A 81
39140
travissavard
docs-mcp Claim
N/A N/A 95
39141
abhishek-Kumawa
Enables AI agents to manage Salesforce leads and permission sets via the MCP pr…
39142
blievens89
Enables comprehensive Google Ads campaign management and analytics through the …
81
39143
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
39144
MCP server for querying PostgreSQL databases
N/A N/A 81
39145
akilat-spec
Manage employee leave with quick lookups for balances, histories, and recent ac…
N/A N/A 95
39146
1261752824
cq_mini Claim
N/A N/A 95
39147
technoriver
chordsynth Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
N/A N/A 95
39148
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
N/A N/A 95
39149
tandem
Tandem Docs Claim
Tandem Docs is a remote MCP server for helping agents learn how to install, ope…
81
39150
mcpassure
Consulta tabelas TUSS da ANS: procedimentos, medicamentos, diárias e taxas via …
N/A N/A
Showing 39101–39150 of 40750 servers
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