MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 3 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68201 |
batuta-mcp
Claim
MCP server that decomposes tasks into plans with disjoint file boundaries, vali…
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| 68202 |
AgentNDX
Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
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| 68203 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 68204 |
code-tools-mcp
Claim
Enables file reading with pagination and regex-based code search across a codeb…
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| 68205 |
idamesh
Claim
MCP server for IDA Pro: decompiler, disassembler, and analysis tools for MCP cl…
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| 68206 |
A local MCP server that indexes files in a directory using Gemini Embedding 2, …
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| 68207 |
Enables Codex to orchestrate multi-agent coding by routing tasks to local Claud…
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| 68208 |
CricketStudio MCP
Claim
29 MCP tools for IPL 2026, IPL historical (18 seasons), and Major League Cricke…
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| 68209 |
M365 Calendar MCP Server
Claim
Enables AI assistants to manage Microsoft 365 and Outlook calendars through the…
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| 68210 |
Provides image/vision support for OpenCode by routing images to any OpenAI-comp…
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| 68211 |
Photon MCP iMessage
Claim
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
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| 68212 |
Zendesk MCP Server
Claim
Enables fetching and analyzing Zendesk support tickets and Help Center articles…
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| 68213 |
mcp-security-feeds
Claim
Enables listing, reading, and fetching curated cybersecurity feeds (RSS/Atom/RD…
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| 68214 |
TestMCP
Claim
A Python MCP server that provides a tool called addNumbers for mathematical ope…
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| 68215 |
ks-local-mcp
Claim
Enables searching and viewing 1.89 million entries of the Seungjeongwon Ilgi an…
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| 68216 |
traderspost-mcp
Claim
An MCP server that gives Claude direct access to TradersPost webhook trading. S…
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| 68217 |
mcp-gateway
Claim
AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers
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| 68218 |
agenticbudgetrouter-mcp
Claim
Agentic workflow budget approvals with usage receipts.
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| 68219 |
mcp-mail-notifier
Claim
Sends task completion notifications via QQ email with time tracking, compatible…
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| 68220 |
mcp-fileencoding
Claim
Enables AI assistants to read and write non-UTF-8 files (e.g., GBK, GB18030) on…
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| 68221 |
backburner
Claim
Run long shell commands as background tasks: start them, keep working, collect …
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| 68222 |
Kaltura MCP Server
Claim
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
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| 68223 |
Memory Bear
Claim
An MCP server that transforms markdown notes into a searchable knowledge base w…
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| 68224 |
Exposes DeerFlow's multi-agent capabilities (deep research, data analysis, char…
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| 68225 |
exchange-ai-connector
Claim
Enables AI agents to read and manage Microsoft 365/Outlook email and calendar, …
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| 68226 |
QBO-MCP-TS
Claim
Enables QuickBooks Online integration for financial management with CRUD operat…
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| 68227 |
glam-mcp
Claim
Enhances AI-assisted development with intelligent context, team awareness, and …
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| 68228 |
oecd-mcp-server
Claim
Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
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| 68229 |
nd-quirks
Claim
An MCP Server that leverages notes written in Markdown, tailored for developing…
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| 68230 |
data_sync_mcp
Claim
MCP server enabling AI agents to request user feedback during tasks, reducing w…
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| 68231 |
Yandex Wordstat MCP
Claim
Enables keyword research and search trend analysis for the Russian market throu…
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| 68232 |
vikey-mcp-server
Claim
MCP server that exposes the Vikey API for reservation management, property list…
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| 68233 |
mcp-second-opinion
Claim
An MCP server that queries a panel of LLMs from different providers via OpenRou…
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| 68234 |
agami-core
Claim
A governed MCP server that enforces a trust layer between AI agents and databas…
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| 68235 |
korg-ledger
Claim
Verifiable cognition: prove a session ledger is tamper-evident; audit & import …
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| 68236 |
MCP_CAD
Claim
A SolidWorks-resident AI copilot for Mexican autoparts manufacturing PYMEs that…
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| 68237 |
narajangteo-searcher
Claim
Enables users to search and analyze Korean public procurement IT bid announceme…
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| 68238 |
Weather MCP Server
Claim
Provides weather data, analysis, and report saving through MCP tools, with a Ne…
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| 68239 |
mcp-spec-compliance-mcp
Claim
MCP Spec Compliance MCP — audits any MCP server.json against the official Model…
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| 68240 |
Enables AI assistants to audit data governance, check access control roles, que…
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| 68241 |
healthcare-mcp-public
Claim
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| 68242 |
MCP server exposing 30 tools for League of Legends player analysis, match revie…
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— | ||||||||
| 68243 |
MCPBridge
Claim
Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.
|
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| 68244 |
JigsawStack vOCR
Claim
OCR + AI = Magic:
Extract data from any image in a consistent structure with f…
|
— | ||||||||
| 68245 |
Gotify RMCP
Claim
Gotify notifications and app, client, and message management over MCP and CLI.
|
— | ||||||||
| 68246 |
Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…
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| 68247 |
MCP Server App
Claim
An MCP server with LangGraph agent integration that enables AI agents to use cu…
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| 68248 |
Phrase MCP Server
Claim
A Model Context Protocol server that integrates with Phrase Strings to manage t…
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| 68249 |
amap-weather-mcp-server
Claim
基于高德地图API的中国城市天气查询MCP服务,支持实时天气和未来几天天气预报查询。
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| 68250 |
Resend MCP Server
Claim
Enables sending emails via the Resend API from Claude, with tools for sending, …
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