MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57051 |
RX-Radar
Claim
[](https://smithery…
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| 57052 |
admob-mcp
Claim
A Model Context Protocol server for the Google AdMob API, enabling reading and …
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| 57053 |
tlgrm
Claim
Drives a personal Telegram account from the terminal or via MCP, enabling AI as…
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| 57054 |
Starbase MCP
Claim
Enables interaction with Starbase OS CRM through natural language, allowing use…
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| 57055 |
Enables comprehensive management of DuploCloud infrastructure, including tenant…
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| 57056 |
vidlens-mcp
Claim
YouTube intelligence layer for AI agents. 41 tools across 10 modules ; search, …
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| 57057 |
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
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| 57058 |
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
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| 57059 |
VINdata
Claim
VIN decoding and European vehicle data for automotive workflows.
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| 57060 |
OpenClaw量化交易工具集
Claim
量化交易MCP工具集,27个工具覆盖策略指标、回测引擎、风控分析和数据管线
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| 57061 |
testclaw-mcp
Claim
Provides a remote HTTP MCP layer for TestClaw, enabling MCP clients to interact…
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| 57062 |
DevTime
Claim
Local-first, read-only MCP server for evidence-backed repository memory.
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| 57063 |
mcp-estat-japan
Claim
Enables querying Japanese government statistics from e-Stat, including metadata…
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| 57064 |
Shopify MCP Server
Claim
Enables interaction with Shopify store data through the GraphQL API, providing …
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| 57065 |
opendrive-mcp-server
Claim
Enables querying OpenDRIVE road network files through structured MCP tools for …
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| 57066 |
mcp-dependency-version
Claim
Enables users to look up package versions, scan for vulnerabilities, and analyz…
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| 57067 |
AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimiz…
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| 57068 |
A lightweight MCP server for managing DNS records, purging cache, and interacti…
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| 57069 |
bing-seo-mcp
Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
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| 57070 |
MCP FastAPI Chart Server
Claim
Generates matplotlib charts via a FastAPI service, supporting line, bar, scatte…
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| 57071 |
mcpfoundry
Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
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| 57072 |
opencode-cli-mcp
Claim
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
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| 57073 |
playstore-cli
Claim
A CLI + bundled MCP server for managing Google Play Console metadata, screensho…
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| 57074 |
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
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| 57075 |
jumuia-mcp
Claim
MCP server for Kenya community finance — SACCO finder, chama formation, coopera…
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| 57076 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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| 57077 |
korea_weather
Claim
An MCP server that provides Korean weather information from the Korea Meteorolo…
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| 57078 |
Ambari MCP Server
Claim
Enables AI assistants to manage Apache Ambari clusters, including services, hos…
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| 57079 |
Enables users to search, compare, and retrieve detailed information about World…
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| 57080 |
Arsenal MCP
Claim
A Kali Linux-based MCP server that exposes over 45 penetration testing tools fo…
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| 57081 |
AI List My Business
Claim
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
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| 57082 |
Yamcs MCP Server
Claim
Enables AI assistants to interact with Yamcs mission control systems through na…
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| 57083 |
Terros MCP Server
Claim
Enables interaction with the Terros platform's User API to manage and retrieve …
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| 57084 |
nats-channel-mcp
Claim
Bridges NATS pub/sub into Claude Code sessions, enabling agents to receive and …
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| 57085 |
Grok MCP Server
Claim
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
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| 57086 |
nahook-mcp
Claim
"The official MCP server for the Nahook webhook platform — trigger webhooks, in…
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| 57087 |
Enables querying and analyzing Oracle Cloud Infrastructure Load Balancer custom…
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| 57088 |
connpass-user-mcp-server
Claim
Enables querying Connpass user profiles, group memberships, and event participa…
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| 57089 |
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
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| 57090 |
merchant-catalog-mcp
Claim
A demonstration MCP server that exposes a mock merchant catalog with tools for …
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| 57091 |
Canon MCP
Claim
Serves as the serving layer for Canon governed context repositories, enabling A…
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| 57092 |
Docker SWISH MCP Server
Claim
Provides Prolog logic programming integration for Claude via a Docker SWISH con…
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| 57093 |
Brewteco MCP Server
Claim
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
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| 57094 |
qiaomu-llm-mcp
Claim
A local MCP gateway that unifies multiple LLM providers, API keys, routing, and…
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| 57095 |
mcp-aws-cost-doctor
Claim
Read-only AWS cost diagnostic server that enables AI agents to detect idle reso…
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| 57096 |
Debug microcontrollers directly from Claude. This is an MCP server that drives …
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| 57097 |
Revolut MCP
Claim
Bridges AI assistants with the Revolut Business API to enable banking operation…
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| 57098 |
cookidoo-mcp
Claim
MCP server for Cookidoo, enabling AI tools to search recipes, manage shopping l…
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| 57099 |
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
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| 57100 |
Gmail MCP Server
Claim
Enables Claude to read, search, send, and manage Gmail messages and threads thr…
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