MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43701
wadew
npm-mcp Claim
Enables AI assistants to manage Nginx Proxy Manager instances through natural l…
43702
Kajdep
Read-only MCP server and JSON API for international country calling codes, ISO …
43703
Livshitz
mcp-github Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
43704
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
81
43705
racy
r324 Claim
N/A N/A 95
43706
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
N/A N/A 95
43707
finlynq
FinLynq Claim
open-source personal finance app with a first-party MCP server. 91 HTTP tools (…
43708
tsurutan
Enables AI assistants to access and manage accounting data through the freee ac…
81
43709
yintzuyuan
A unified MCP server for Glyphs font design software, integrating handbook quer…
N/A N/A
43710
ninjackster
A dependency-free MCP server that reads Reddit through its RSS feeds, enabling …
43711 N/A N/A 95
43712
ShyaM-SqS
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
N/A N/A 95
43713
abhishek2024.design
habitify Claim
N/A N/A 95
43714
NicolasDangg
Look up authoritative English definitions tailored for IELTS learners. Get quic…
N/A N/A 95
43715
IvanKlymenko
keycrm-mcp Claim
A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock…
N/A N/A
43716
MCP-Mirror
Enables complete Slack integration through natural language in Cursor IDE, supp…
81
43717
Digital-Crew-Technologies
Enables to fetch and update workspace profile settings for the Digital Crew Max…
43718
AJBogo9
sonic-mcp Claim
MCP server that connects Claude Code to Sonic Pi for AI-assisted beat making, e…
N/A N/A
43719
culstrup
Enables natural language interaction with Unanet GovCon ERP for project managem…
N/A N/A
43720
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
43721
NikolaienkoIgor
Enables autonomous agents to validate, audit, and correct e-invoices against Eu…
43722
lazymac2x
Cloudflare Workers MCP server: api-diff-monitor
43723
yoelbassin
gnuradioMCP Claim 1
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
N/A N/A 95
43724
perception30
Enables AI assistants to connect to browser DevTools and backend debuggers for …
N/A N/A
43725
MarsHeer
Register and manage internet domains for AI agents via AgentDomain
N/A N/A
43726
snaggle-ai
Connect any HTTP/REST API server using an Open API spec (v3)
N/A N/A 95
43727
openascot
Enables AI assistants and CLI tools to explore and analyze datasets from 600+ g…
81
43728
axel-belfort
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
81
43729
jkmills
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
43730
bountyyfi
A proof-of-concept MCP server for security research demonstrating a multi-phase…
N/A N/A
43731
kiwoongeom
gmc-mcp Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
43732
cool_web_tool
Run **full SEO site audits** from ChatGPT and other MCP clients via **Cool Web …
N/A N/A 95
43733
Wave-Engineering
A flight recorder for Claude Code that captures tool calls and observations int…
N/A N/A
43734 N/A N/A 95
43735
thomasjerard
Enables natural language queries to PostgreSQL by converting questions to SQL u…
N/A N/A
43736
Reality-Defender
Enables LLMs to analyze images, videos, audio, and text files for AI-generated …
43737
siddiquesahabaj
CoordMCP Claim
A coordination server that enables multiple AI coding agents to work together o…
N/A N/A
43738
wallter
Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspect…
N/A N/A
43739
truesource
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
N/A N/A 95
43740
FishWoWater
Enables AI assistants to generate 3D assets from text descriptions using Trelli…
N/A N/A
43741
girste
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
N/A N/A 95
43742
solana-foundation
Enables AI agents to access and search up-to-date Solana documentation, get can…
43743
gandli
Yanyue MCP Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
81
43744
codelev
An MCP server that enables AI to manage parties (companies and individuals) in …
43745
noticedso
@noticed/cli Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
43746
mayankthekumawat
MCP server for accessing India's Ministry of Statistics and Programme Implement…
43747
SerifeusStudio
threlte-mcp Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
N/A N/A
43748
xiaobenyang-com
public_promo Claim
N/A N/A 95
43749
shivamprasad99
Lets coding agents control and inspect a live Chrome browser via the Model-Cont…
N/A N/A
43750
luanpdd
kit-mcp Claim
An opinionated brownfield planning workflow (PT-BR) with agents, slash-commands…
N/A N/A
Showing 43701–43750 of 44165 servers
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