MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38051
noritaka88ta
Enables delegation of work to AI agents with cryptographic verification and tok…
N/A N/A
38052
codeCrack-01
Overleaf MCP Claim
Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools…
N/A N/A
38053
sdhilip200
Provides tools to search stops, get next departures, and retrieve service alert…
38054
gsc-em
GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
38055
imdeniil
Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …
38056
VasileiosTs
agribrain Claim
Enables AI assistants to access free, open agronomic data for field briefings, …
38057
abhalani648
Hosted MCP server that bridges Claude.ai with one or more WordPress sites.
38058
soohoon
greptile Claim
N/A N/A 95
38059
aakashns
Provide comprehensive due diligence support by integrating various data sources…
N/A N/A 95
38060
lvchenyang
将图片URL转存到阿里云OSS并返回CDN访问地址,支持OSS直传和HOOK代理两种模式。
38061
hollaugo
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
N/A N/A 95
38062
malkreide
Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub in…
38063
molpass
mcp-qr Claim
Generates QR code PNG images from text or URLs with customizable options like s…
N/A N/A
38064
KalyankumarKonduru
A comprehensive Model Context Protocol (MCP) server for medical document proces…
38065
sodiq-code
SIFTGuard Claim
Enables autonomous digital forensics and incident response by wrapping SIFT Wor…
N/A N/A
38066
rich-jojo
Web Task Claim 1
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A 83
38067
trendsmcp
Provides Amazon search volume trends and growth signals to measure real consume…
38068
riccardovietri
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
38069
devhuang0714
MCP server for 友盟 U-App mobile analytics, enabling AI agents to query app stati…
38070
egoetmann
Indexes internal code libraries and exposes them via MCP for AI agents to provi…
38071
boy-373
MCP server aggregating hot-search boards from 8 Chinese platforms (Weibo, Zhihu…
38072
christophejlegros-lgtm
MCP server for ASTRA bio-hybrid neuromorphic simulation pipeline, exposing SNN,…
N/A N/A
38073
FiddelMyStick
An MCP server exposing employee info retrieval and web search tools, designed t…
38074
asgard-ai-platform
Enables searching and retrieving Taiwan judicial judgments, including full-text…
38075
Just-Fix
Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.
38076
VMargan
Provides read-only access to Azure DevOps using your browser session, no PAT re…
N/A N/A
38077
ouonet
tshark-mcp Claim
An MCP server that exposes TShark as tools for AI-assisted network packet analy…
N/A N/A
38078
noobnooc
webhook-mcp Claim
An MCP server that sends webhook notifications to a configured URL, enabling AI…
38079
imankgoyal
MCP server for the Hypothesis annotation service, enabling Claude to search, cr…
38080
jyswee
appoiint Claim
Agent communication platform enabling meetings, messaging, helpdesk, CRM, and s…
38081
dummie21
A lightweight MCP server enabling web search and content fetching via TinyFish …
38082
adam-paterson
A serverless proxy for the Graphiti MCP server, enabling AI agents to maintain …
38083
Gonzih
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
38084
syndicate-links
Attribution and commission infrastructure for AI agents. Track conversions, ver…
81
38085
jais2402
MCP server for Everhour time tracking with first-class Asana integration, enabl…
38086
sena-labs
OzBridge Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
38087
clauxel
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
38088
asmisha
Search remote jobs, compare salaries, create alerts, and request user-confirmed…
38089
69gg
Chromate MCP Claim
A Model Context Protocol server for Chrome tab automation using the Chrome DevT…
N/A N/A
38090
soulnai
Enables accessing and querying Dutch government open datasets from CBS and data…
38091
ejoliet
mcp-starter Claim
A minimal MCP server demonstrating tools, resources, and prompts for managing n…
N/A N/A
38092
namurokuro
Exposes 50+ Blender tools (object manipulation, materials, animation, etc.) via…
N/A N/A
38093
jj13jp
mcp-gateway Claim
Aggregates multiple child MCP servers into a single MCP server endpoint, enabli…
N/A N/A
38094
myat-kyaw-thu
mcp-connect Claim
A dead simple MCP server for exposing your app functions to AI agents like Clau…
N/A N/A
38095
tmishra-sp
Three practical MCP tools to investigate agents, threads, and content trust sig…
38096
robzilla1738
Enables durable multi-agent workflow runs for Codex with a live terminal dashbo…
N/A N/A
38097
jmagar
swag-mcp Claim
MCP server for managing SWAG reverse-proxy configurations, including config gen…
38098
inggerman
A production-grade MCP server framework providing multiple specialized servers …
38099
jefflitt1
Health4AI Claim
Apple HealthKit → PostgreSQL sync + MCP server for Claude Code, Cursor, and Oll…
38100
itsjoe18
skillsyncai Claim
N/A N/A 95
Showing 38051–38100 of 67181 servers
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