MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44651 |
llmsdottxt-mcp
Claim
Auto-discovers llms.txt documentation from project dependencies and exposes it …
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| 44652 |
MCPwner
Claim
Model Context Protocol server for security research automation, integrating mul…
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| 44653 |
An MCP server for TestRail that prepares everything needed to generate test cas…
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| 44654 |
Token Bowl MCP Server
Claim
Enables interaction with a Token Bowl fantasy football league through the Sleep…
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| 44655 |
cursor-mcp
Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
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| 44656 |
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
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| 44657 |
Jedox MCP Server
Claim
Local MCP server for the Jedox OLAP platform enabling LLM clients to interact w…
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| 44658 |
Fetch any web page's HTML, AI-parsed JSON, or Google results via the ScrapeUnbl…
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| 44659 |
PRPilot MCP Agent
Claim
Analyzes GitHub Pull Requests (PRs) by querying status, CI checks, reviews, com…
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| 44660 |
MCP FirestoreDB
Claim
A comprehensive MCP server for Google Cloud Firestore database operations, prov…
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| 44661 |
xinyangkb_mcp
Claim
芯阳公司内部知识库MCP服务器,封装内部搜索API,供Codex和OpenCode调用以检索知识库信息。
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| 44662 |
小红书MCP工具包
Claim
一个小红书自动化工具包,支持通过MCP协议与AI客户端集成,实现内容创作、发布及创作者数据分析。
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| 44663 |
Crank Protocol
Claim
Non-custodial DeFi tools for AI agents on Solana: swaps, perps, lending, stakin…
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| 44664 |
mcp-server-vibe
Claim
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| 44665 |
Simmer
Claim
Trade prediction markets with AI agents — skill discovery, autoresearch, and ex…
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| 44666 |
Shape MCP Server
Claim
Provides AI assistants access to Shape's onchain data including gasback distrib…
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| 44667 |
A self-hosted MCP server that provides up-to-date documentation for enterprise …
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| 44668 |
Stock-MCP
Claim
Provides access to Massive (Polygon) market data including stock and options OH…
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| 44669 |
MIDL MCP Server
Claim
Enables AI assistants to interact with the MIDL blockchain, supporting smart co…
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| 44670 |
IT-MCP
Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
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| 44671 |
Converts PNG, JPG, and JPEG images to WebP format with configurable quality and…
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| 44672 |
site-sense
Claim
Enables AI assistants to see and interact with web browser tabs by capturing ac…
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| 44673 |
mcp-infra
Claim
An MCP server that provides tools for filesystem, database, web, system, and sh…
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| 44674 |
Search French companies, directors and associations (INPI, INSEE, RNA).
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| 44675 |
VaultPDF MCP
Claim
A local PDF manipulation server for AI agents that provides tools for merging, …
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| 44676 |
becu-mcp
Claim
An MCP server that provides read-only access to your BECU accounts via browser …
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| 44677 |
SkuVault MCP Server
Claim
Enables interaction with the SkuVault inventory management system API for produ…
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| 44678 |
mcp-excel
Claim
Enables querying Excel and CSV files using SQL via natural language, allowing A…
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| 44679 |
Logly MCP server
Claim
Query your Logly web analytics — traffic, breakdowns, funnels, real-time visito…
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| 44680 |
pendpost
Claim
Pendpost MCP server — exposes ~43 tools for posting, scheduling, and managing c…
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| 44681 |
MCP数据库查询服务
Claim
一个基于Model Context Protocol的SQLite数据库查询服务,为AI应用提供标准化的数据库访问、安全的SQL查询执行以及表结构预览功能。
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| 44682 |
xsiam-mcp
Claim
Exposes the entire Palo Alto Cortex XSIAM REST API (129 operations across 26 ca…
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| 44683 |
Software Planning Tool
Claim
An MCP server that facilitates interactive software development planning by bre…
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| 44684 |
Enables searching and browsing the entire F5 AI Security documentation using TF…
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| 44685 |
youtube-creator
Claim
YouTube automation: upload videos, Shorts, manage playlists, get analytics
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| 44686 |
OpenClaw MCP Server
Claim
General TypeScript MCP server that provides tools for OpenClaw capabilities, in…
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| 44687 |
k8s-mcp-go
Claim
Safe, read-only-by-default Kubernetes access for AI agents via MCP. Provides ex…
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| 44688 |
RMV MCP Server
Claim
A simple MCP server to call RMV APIs for nearby stations and departure boards.
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| 44689 |
sungdb-mcp
Claim
FastMCP-based GDB debugging server for high-performance, stable debugging with …
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| 44690 |
memcp
Claim
Provides persistent memory for AI assistants like Claude, storing and retrievin…
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| 44691 |
Celo MCP
Claim
Enables read and write access to the Celo blockchain including balance checks, …
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| 44692 |
webhook-ai-mcp
Claim
Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log w…
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| 44693 |
Safefy MCP
Claim
Official MCP server for Safefy, enabling AI agents to manage PIX payments, with…
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| 44694 |
pushover-mcp
Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
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| 44695 |
StarUML MCP Server
Claim
Enables AI to remotely control StarUML for generating UML diagrams (use case, c…
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| 44696 |
scratch-mcp
Claim
Enables AI agents to create, compile, and run Scratch projects by editing plain…
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| 44697 |
Datadog MCP Server
Claim
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
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| 44698 |
MinIO MCP Server
Claim
Enables interaction with MinIO object storage through a standardized Model-Cont…
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| 44699 |
data-gov-sg
Claim
Enables access to Singapore government open data and real-time environment/tran…
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| 44700 |
scopus-mcp
Claim
Enables AI agents to search and retrieve academic papers, author profiles, and …
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