MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26751 |
Run real Playwright E2E tests from your AI coding agent.
|
C 68 3⁄4 | ||||||||
| 26752 |
An HTTP-based Model Context Protocol server for RiotPlan that exposes comprehen…
|
C 68 3⁄4 | ||||||||
| 26753 |
gmail-mcp
Claim
A minimal MCP server that enables Claude to search, read, and manage Gmail mess…
|
C 68 3⁄4 | ||||||||
| 26754 |
Enables AI agents to interact with Odoo 19 via JSON-2 API, supporting CRUD oper…
|
C 68 3⁄4 | ||||||||
| 26755 |
LEGO minifigure price lookup and identification. Search 18,000+ minifigs by nam…
|
C 68 3⁄4 | ||||||||
| 26756 |
Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunj…
|
C 68 3⁄4 | ||||||||
| 26757 |
11 MCP tools for personal finance and Zero-Based Budgeting. Create budget plans…
|
C 68 3⁄4 | ||||||||
| 26758 |
An MCP server for network engineering that provides comprehensive tools for BGP…
|
C 68 3⁄4 | ||||||||
| 26759 |
MCP server providing DNS resolution, reverse DNS, RDAP-based WHOIS, and IP geol…
|
C 68 3⁄4 | ||||||||
| 26760 |
Provides direct access to Mexico City's open data including crime, 911 calls, a…
|
C 68 3⁄4 | ||||||||
| 26761 |
Geographic data API: 250+ countries, 150K+ cities, IP geolocation, 161 live FX …
|
C 68 3⁄4 | ||||||||
| 26762 |
Document intelligence, invoice extraction, PII detection, and sentiment analysi…
|
C 68 3⁄4 | ||||||||
| 26763 |
logistics-ai-mcp
Claim
logistics-ai-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 26764 |
MCP server providing natural-language tools for managing and querying an employ…
|
C 68 3⁄4 | ||||||||
| 26765 |
Provides AI agents with access to Toss developer documentation and icon catalog…
|
C 68 3⁄4 | ||||||||
| 26766 |
MCP server for TickTick using the official OAuth 2.0 API. Create, list, update,…
|
C 68 3⁄4 | ||||||||
| 26767 |
Container sandbox management. Spin up isolated development environments on Clou…
|
C 68 3⁄4 | ||||||||
| 26768 |
MCP server that enables AI agents to
autonomously buy virtual phone numbers and…
|
C 68 3⁄4 | ||||||||
| 26769 |
recruitment-ai-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 26770 |
AgentLair
Claim
Give AI agents a real @agentlair.dev email address and encrypted vault. Send/re…
|
C 68 3⁄5 | ||||||||
| 26771 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
|
C 68 3⁄4 | ||||||||
| 26772 |
Agentic search over your Dewey document collections from any MCP-compatible cli…
|
C 68 3⁄4 | ||||||||
| 26773 |
A Model Context Protocol server that enables interaction with GitLab accounts t…
|
C 68 3⁄4 | ||||||||
| 26774 |
Connects AI assistants to MQTT brokers for smart home automation and IoT device…
|
C 68 3⁄4 | ||||||||
| 26775 |
A command-line tool that provides access to US weather data through a client-se…
|
C 68 3⁄4 | ||||||||
| 26776 |
An all-in-one AI content creation platform with 30 tools for generating images,…
|
C 68 3⁄4 | ||||||||
| 26777 |
Dead link checker MCP server - find broken links, redirects, and timeouts on an…
|
C 68 3⁄4 | ||||||||
| 26778 |
Production-grade AutoCAD automation server enabling real-time CAD control via C…
|
C 68 3⁄4 | ||||||||
| 26779 |
truemarkets-mcp-server
Claim
Enables AI agents to perform native trading on True Markets by providing tools …
|
C 68 3⁄4 | ||||||||
| 26780 |
Gemini Agent MCP Server
Claim
Provides tools for managing todo lists, checking weather, and accessing user in…
|
C 68 3⁄4 | ||||||||
| 26781 |
Unified API gateway and marketplace for 300+ AI agents. One API key, REST + str…
|
C 68 3⁄4 | ||||||||
| 26782 |
cordum
Claim
The open agent control plane. Govern autonomous AI agents with pre-execution po…
|
C 68 3⁄4 | ||||||||
| 26783 |
Foundational MCP/A2A-native core platform for secure credential injection, nati…
|
C 68 3⁄4 | ||||||||
| 26784 |
Lido MCP Server
Claim
Enables AI agents to interact with the Lido protocol for ETH staking, position …
|
C 68 3⁄4 | ||||||||
| 26785 |
Dropbox MCP server to recover deleted files, list revisions, search content, an…
|
C 68 3⁄4 | ||||||||
| 26786 |
MCP Dockhand
Claim
Exposes over 130 Dockhand API endpoints as tools to manage Docker infrastructur…
|
C 68 3⁄4 | ||||||||
| 26787 |
Enables interaction with iMessage through a BlueBubbles server, allowing users …
|
C 68 3⁄4 | ||||||||
| 26788 |
Real-time crypto market structure for AI agents — orderflow across 20 exchanges…
|
C 68 3⁄4 | ||||||||
| 26789 |
Countries MCP Server
Claim
MCP Server that gives AI assistants access to comprehensive country data from 2…
|
C 68 3⁄4 | ||||||||
| 26790 |
Exposes 48 SAP Ariba APIs as Claude-compatible tools for managing procurement, …
|
C 68 3⁄4 | ||||||||
| 26791 |
A production-oriented MCP server for coding agents that enables multi-project m…
|
C 68 3⁄4 | ||||||||
| 26792 |
Foundational MCP/A2A-native core platform for secure credential injection, nati…
|
C 68 3⁄4 | ||||||||
| 26793 |
Enables LLM agents to extract social media data (LinkedIn, Instagram, X, Reddit…
|
C 68 3⁄4 | ||||||||
| 26794 |
Container sandbox management. Spin up isolated development environments on Clou…
|
C 68 3⁄4 | ||||||||
| 26795 |
education-ai-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 26796 |
Enables agents to report and query performance metrics to build a community-dri…
|
C 68 3⁄4 | ||||||||
| 26797 |
csv-analytics-mcp
Claim
csv-analytics-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 26798 |
Read WeChat (微信) Official Account articles with native multimodal output — body…
|
C 68 3⁄4 | ||||||||
| 26799 |
Enables to manage Freedcamp projects, tasks, users, and comments through natura…
|
C 68 3⁄4 | ||||||||
| 26800 |
Enables Claude Code to render LaTeX equations, TikZ diagrams, and documents int…
|
C 68 3⁄4 | ||||||||