MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34151 |
AgentTrust
Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
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| 34152 |
NVIDIA NIM MCP Server
Claim
Enables local task execution using the user's NVIDIA NIM API quota, with tools …
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| 34153 |
MCP Kafka
Claim
An MCP server that enables AI assistants to safely interact with Apache Kafka c…
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| 34154 |
Agentic CMS
Claim
Open-source MCP server that turns any CMS backend into an AI-agent-ready conten…
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| 34155 |
everos-mcp
Claim
Connects Claude Code to a local EverOS instance for searching and storing long-…
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| 34156 |
Ahrefs MCP Server
Claim
Enables SEO analysis via Ahrefs API v3, providing tools for domain rating, back…
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| 34157 |
pycentauri MCP server
Claim
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
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| 34158 |
octo-mcp
Claim
Controls Octo Browser antidetect profiles and automates browser tasks through n…
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| 34159 |
Integrates GitHub Copilot CLI with MCP clients to offer various coding assistan…
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| 34160 |
Search and compare 26,000+ UK electronics products across multiple retailers i…
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| 34161 |
Provides an MCP tool to search the FreeCodeCamp news RSS feed by keyword, retur…
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| 34162 |
cPanel MCP Server
Claim
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
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| 34163 |
AI Act Companion
Claim
An MCP server that provides tools for deterministic EU AI Act risk classificati…
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| 34164 |
Linear MCP Server
Claim
A Deno implementation that enables AI models to interact with Linear issue trac…
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| 34165 |
flow-mcp
Claim
A minimal MCP server that provides business control primitives (finish, pause, …
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| 34166 |
zep-mcp
Claim
MCP server for the Zep Cloud API — a context engineering platform for AI agent …
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| 34167 |
Launchpad MCP Server
Claim
Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
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| 34168 |
sipap-data-mcp
Claim
Provides read-only access to sports data, odds intelligence, and historical sta…
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| 34169 |
buffer-mcp
Claim
Enables managing Buffer social media posts via Claude, including creating, sche…
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| 34170 |
mcp_weather
Claim
Provides real-time weather temperature queries for any city with an interactive…
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| 34171 |
OT-AIops
Claim
Provides AI agents with safe, governed read access to industrial control system…
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| 34172 |
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
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| 34173 |
shepp-lambda-mcp
Claim
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
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| 34174 |
mcp-coinpaprika
Claim
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
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| 34175 |
SKILL-02 (not SKILL-01): AI influencer search on TikTok, Instagram & YouTube. s…
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| 34176 |
files-vector-mcp-server
Claim
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
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| 34177 |
Find and research people across LinkedIn, Instagram, and the open web. Search w…
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| 34178 |
mcp-server-bfl
Claim
An MCP server that enables AI assistants to generate images using Black Forest …
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| 34179 |
bharatlas-mcp
Claim
Description: Query India's open geo data in natural language. 8 tools: list lay…
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| 34180 |
FirstTouch
Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
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| 34181 |
MCP Async Bridge Server
Claim
Adds async processing to any MCP server, with timeout, task management, and sub…
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| 34182 |
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
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| 34183 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
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| 34184 |
GraphRAG MCP Server
Claim
Enables building and querying knowledge graphs by ingesting documents into Neo4…
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| 34185 |
Meetings MCP Server
Claim
Provides read-only access to Google Drive meeting transcripts and Google Calend…
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| 34186 |
Klarova
Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
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| 34187 |
Provides a standardized interface for interacting with GitHub's tools and servi…
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| 34188 |
sendpage
Claim
Publish an HTML document as a link anyone can open in one tap, plus PDF, image …
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| 34189 |
Estate Atlas SD-MCP
Claim
MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…
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| 34190 |
delta-mcp-prototype
Claim
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
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| 34191 |
jimeng-video-mcp-server
Claim
Enables generating videos from images and text prompts using Jimeng Video 3.0 A…
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| 34192 |
airflow-unfactor
Claim
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
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| 34193 |
Wireshark MCP Server
Claim
A comprehensive MCP server that provides AI assistants with professional-grade …
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| 34194 |
Dev Notes MCP Server
Claim
Enables Claude Code to save, list, and read markdown notes directly from conver…
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| 34195 |
OmniFocus MCP Server
Claim
An MCP server that enables AI assistants to interact with OmniFocus on macOS vi…
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| 34196 |
MemoryThreads
Claim
Persistent, searchable conversation memory shared across Claude Code and Codex,…
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| 34197 |
thebuyside-x402-agent
Claim
The MCP gateway that lets any AI agent discover and pay metered APIs on Base or…
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| 34198 |
Google Ads MCP Server
Claim
Enables comprehensive management of Google Ads accounts by allowing users to cr…
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| 34199 |
Enables management and monitoring of Databricks jobs, including listing, runnin…
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| 34200 |
A production-ready MCP server that authenticates agents via OAuth 2.1 Bearer to…
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