MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38051 |
AvatarBook MCP Server
Claim
Enables delegation of work to AI agents with cryptographic verification and tok…
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| 38052 |
Overleaf MCP
Claim
Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools…
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| 38053 |
Provides tools to search stops, get next departures, and retrieve service alert…
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| 38054 |
AIO Agents MCP
Claim
GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
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| 38055 |
yandex-mail-mcp
Claim
Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …
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| 38056 |
agribrain
Claim
Enables AI assistants to access free, open agronomic data for field briefings, …
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| 38057 |
WP MCP Server
Claim
Hosted MCP server that bridges Claude.ai with one or more WordPress sites.
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| 38058 |
greptile
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| 38059 |
Due Diligence Assistant
Claim
Provide comprehensive due diligence support by integrating various data sources…
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| 38060 |
alioss-mcp-server
Claim
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。
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| 38061 |
Financial Research
Claim
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
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| 38062 |
hn-tech-signal-mcp
Claim
Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub in…
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| 38063 |
mcp-qr
Claim
Generates QR code PNG images from text or URLs with customizable options like s…
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| 38064 |
Medical MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for medical document proces…
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| 38065 |
SIFTGuard
Claim
Enables autonomous digital forensics and incident response by wrapping SIFT Wor…
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| 38066 |
Browser tasks, sessions, and recipes for MCP and HTTP automation.
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| 38067 |
amazon-trends-mcp
Claim
Provides Amazon search volume trends and growth signals to measure real consume…
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| 38068 |
thermal-mcp-server
Claim
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
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| 38069 |
umeng-openapi-mcp-server
Claim
MCP server for 友盟 U-App mobile analytics, enabling AI agents to query app stati…
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| 38070 |
SimpleCodeMCP
Claim
Indexes internal code libraries and exposes them via MCP for AI agents to provi…
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| 38071 |
China Hot Trending MCP
Claim
MCP server aggregating hot-search boards from 8 Chinese platforms (Weibo, Zhihu…
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| 38072 |
MCP server for ASTRA bio-hybrid neuromorphic simulation pipeline, exposing SNN,…
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| 38073 |
AI-Agentic-MCP
Claim
An MCP server exposing employee info retrieval and web search tools, designed t…
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| 38074 |
Enables searching and retrieving Taiwan judicial judgments, including full-text…
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| 38075 |
JustFix Estimator
Claim
Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.
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| 38076 |
mcp-ado-browser
Claim
Provides read-only access to Azure DevOps using your browser session, no PAT re…
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| 38077 |
tshark-mcp
Claim
An MCP server that exposes TShark as tools for AI-assisted network packet analy…
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| 38078 |
webhook-mcp
Claim
An MCP server that sends webhook notifications to a configured URL, enabling AI…
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| 38079 |
hypothesis-mcp
Claim
MCP server for the Hypothesis annotation service, enabling Claude to search, cr…
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| 38080 |
appoiint
Claim
Agent communication platform enabling meetings, messaging, helpdesk, CRM, and s…
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| 38081 |
A lightweight MCP server enabling web search and content fetching via TinyFish …
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| 38082 |
A serverless proxy for the Graphiti MCP server, enabling AI agents to maintain …
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| 38083 |
nexus-convergence-mcp
Claim
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
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| 38084 |
Syndicate Links MCP
Claim
Attribution and commission infrastructure for AI agents. Track conversions, ver…
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| 38085 |
everhour-mcp-server
Claim
MCP server for Everhour time tracking with first-class Asana integration, enabl…
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| 38086 |
OzBridge
Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
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| 38087 |
copilotcliswitchgate-mcp
Claim
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
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| 38088 |
Remoote Remote Jobs MCP
Claim
Search remote jobs, compare salaries, create alerts, and request user-confirmed…
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| 38089 |
Chromate MCP
Claim
A Model Context Protocol server for Chrome tab automation using the Chrome DevT…
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| 38090 |
nl-opendata-mcp
Claim
Enables accessing and querying Dutch government open datasets from CBS and data…
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| 38091 |
mcp-starter
Claim
A minimal MCP server demonstrating tools, resources, and prompts for managing n…
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| 38092 |
Blender MCP Server
Claim
Exposes 50+ Blender tools (object manipulation, materials, animation, etc.) via…
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| 38093 |
mcp-gateway
Claim
Aggregates multiple child MCP servers into a single MCP server endpoint, enabli…
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| 38094 |
mcp-connect
Claim
A dead simple MCP server for exposing your app functions to AI agents like Clau…
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| 38095 |
agentscore-mcp
Claim
Three practical MCP tools to investigate agents, threads, and content trust sig…
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| 38096 |
Enables durable multi-agent workflow runs for Codex with a live terminal dashbo…
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| 38097 |
swag-mcp
Claim
MCP server for managing SWAG reverse-proxy configurations, including config gen…
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| 38098 |
MCP Framework Personal
Claim
A production-grade MCP server framework providing multiple specialized servers …
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| 38099 |
Health4AI
Claim
Apple HealthKit → PostgreSQL sync + MCP server for Claude Code, Cursor, and Oll…
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| 38100 |
skillsyncai
Claim
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