MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 2 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53101 |
Surfing Dog Inbox
Claim
Message, ask for a quote or book a call with Surfing Dog, through its open-sour…
|
— | ||||||||
| 53102 |
sonar
Claim
ASO tools for AI agents: keyword research, rank tracking, competitor analysis (…
|
— | ||||||||
| 53103 |
excel-mcp-server-minio
Claim
基于Excel MCP Server扩展,支持通过Minio远程存储访问和编辑Excel文件,实现上传、读取、修改及下载链接返回。
|
— | ||||||||
| 53104 |
mcphello-mcp-server
Claim
Provides access to a curated database of over 1,500 MCP tools with quality scor…
|
— | ||||||||
| 53105 |
256-dim DAG Manifold engine. 10 MCP tools. 27 Stripe products. Free tier: 50 qu…
|
— | ||||||||
| 53106 |
mcp-xray
Claim
Enables interaction with Xray Cloud and Data Center for test management, includ…
|
— | ||||||||
| 53107 |
scrumdo-mcp
Claim
Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
|
— | ||||||||
| 53108 |
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
|
— | ||||||||
| 53109 |
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, sa…
|
— | ||||||||
| 53110 |
mcp-weather-server
Claim
Provides real-time weather, 5-day forecasts, and weather alerts for US states v…
|
— | ||||||||
| 53111 |
mcp
Claim
Agent-native uptime monitoring. Create, inspect, and assert monitor health. Fre…
|
— | ||||||||
| 53112 |
mcp-data-va
Claim
Enables searching and querying Virginia Open Data (datahub.va.gov) via the Socr…
|
— | ||||||||
| 53113 |
dataprivacy-ai-mcp
Claim
Dataprivacy Ai automation via MCP. Includes classify personal data, assess lawf…
|
— | ||||||||
| 53114 |
pepita
Claim
Read, edit, publish, and preview your pepita websites from Claude.
|
— | ||||||||
| 53115 |
Plany
Claim
Organize travel itineraries by creating detailed trips with scheduled events li…
|
— | ||||||||
| 53116 |
Zopio MCP Server
Claim
An MCP server for managing the Zopio framework with scenario-based setup, allow…
|
— | ||||||||
| 53117 |
eGov MCP — Cameroun
Claim
AI-native eGovernment platform for Cameroonian public services, providing tools…
|
— | ||||||||
| 53118 |
aNotepad
Claim
AI access to your aNotepad online notes: read, search, write, and organize via …
|
— | ||||||||
| 53119 |
debate-arena
Claim
Enables AI agents to engage in structured, turn-based debates with real-time me…
|
— | ||||||||
| 53120 |
Moonlora
Claim
Moon phases, moon signs, full/new moon dates 1900-2100, moonrise/moonset for an…
|
— | ||||||||
| 53121 |
MetaEngine
Claim
Spec-first code generation: OpenAPI, GraphQL, Protobuf, and SQL to typed client…
|
— | ||||||||
| 53122 |
Obsidian MCP Server
Claim
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
|
— | ||||||||
| 53123 |
OwlOCR MCP
Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
|
— | ||||||||
| 53124 |
ScreenShotTool MCP
Claim
Windows桌面截图与窗口自动化工具,支持后台操作、不抢焦点,可截取窗口/屏幕、模拟鼠标键盘、点击菜单等。
|
— | ||||||||
| 53125 |
Say Hello
Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
|
— | ||||||||
| 53126 |
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
|
— | ||||||||
| 53127 |
api-diff-monitor
Claim
Cloudflare Workers MCP server: api-diff-monitor
|
— | ||||||||
| 53128 |
Bokicast MCP Server
Claim
An MCP server that visualizes bookkeeping elements like journal entries and T-a…
|
— | ||||||||
| 53129 |
AI4IA-MCP-Server
Claim
Bridges AI assistants with Wazuh SIEM infrastructure, providing natural languag…
|
— | ||||||||
| 53130 |
careermax
Claim
All the tools you need to land your next job
|
— | ||||||||
| 53131 |
SQL
Claim
Read-only SQL querying + schema introspection over Postgres & SQLite, with a ga…
|
— | ||||||||
| 53132 |
klaviyo-mcp
Claim
Enables Claude to access Klaviyo campaign and flow reporting, including email a…
|
— | ||||||||
| 53133 |
Codex MCP Server
Claim
Enables Talon agents to delegate autonomous coding tasks to OpenAI Codex, suppo…
|
— | ||||||||
| 53134 |
Setup Agent MCP
Claim
Enables AI assistants to automatically analyze GitHub repositories and set up d…
|
— | ||||||||
| 53135 |
MCP Browser
Claim
Provide a browser-based interface to interact with Model Context Protocol serve…
|
— | ||||||||
| 53136 |
kingsplaybook-mcp
Claim
Kings Playbook sports API for AI agents: NBA/MLB/NHL lineups, projections, and …
|
— | ||||||||
| 53137 |
KiroStats
Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
|
— | ||||||||
| 53138 |
GPT-5 MCP Server
Claim
Brings OpenAI's GPT-5 capabilities to Claude Code with advanced reasoning, cost…
|
— | ||||||||
| 53139 |
Unreal Engine MCP Server
Claim
Enables AI assistants to control Unreal Engine through a native C++ Automation …
|
— | ||||||||
| 53140 |
openpanel-mcp
Claim
Minimal MCP server for OpenPanel analytics, enabling queries for landing pages,…
|
— | ||||||||
| 53141 |
grounding-ai
Claim
Ingests pdf and epub documents for LLM-retrieval (RAG)
|
— | ||||||||
| 53142 |
MCP Server
Claim
Enables natural language DevOps automation with Docker, Kubernetes, and AWS int…
|
— | ||||||||
| 53143 |
SBB Open Data MCP Server
Claim
An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to…
|
— | ||||||||
| 53144 |
Vercel MCP Relay Server
Claim
Enables AI assistants to interact with the Vercel REST API to manage projects, …
|
— | ||||||||
| 53145 |
Assay Truth Graph MCP
Claim
Ground GTM agents in governed, cited company truth.
|
— | ||||||||
| 53146 |
Gamito
Claim
Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plan…
|
— | ||||||||
| 53147 |
Enables interaction with IntelliMatch recruiting and iSuite insurance systems t…
|
— | ||||||||
| 53148 |
Enables access to the Fresh Linkedin Profile Data API for scraping LinkedIn pro…
|
— | ||||||||
| 53149 |
FlagCheck Job Analyzer
Claim
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
|
— | ||||||||
| 53150 |
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
|
— | ||||||||