MCP Server Quality Scores
Independent quality analysis of 60909 public MCP servers
Last updated 1 hour, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26851 |
Read WeChat (微信) Official Account articles with native multimodal output — body…
|
C 68 3⁄4 | ||||||||
| 26852 |
A production-oriented MCP server for coding agents that enables multi-project m…
|
C 68 3⁄4 | ||||||||
| 26853 |
A Model Context Protocol server that enables interaction with GitLab accounts t…
|
C 68 3⁄4 | ||||||||
| 26854 |
Agentic search over your Dewey document collections from any MCP-compatible cli…
|
C 68 3⁄4 | ||||||||
| 26855 |
recruitment-ai-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 26856 |
LEGO minifigure price lookup and identification. Search 18,000+ minifigs by nam…
|
C 68 3⁄4 | ||||||||
| 26857 |
Enables to manage Freedcamp projects, tasks, users, and comments through natura…
|
C 68 3⁄4 | ||||||||
| 26858 |
11 MCP tools for personal finance and Zero-Based Budgeting. Create budget plans…
|
C 68 3⁄4 | ||||||||
| 26859 |
AgentLair
Claim
Give AI agents a real @agentlair.dev email address and encrypted vault. Send/re…
|
C 68 3⁄5 | ||||||||
| 26860 |
Enables LLM agents to extract social media data (LinkedIn, Instagram, X, Reddit…
|
C 68 3⁄4 | ||||||||
| 26861 |
A read-only MCP server that enables Claude to audit Firewalla network security …
|
C 68 3⁄4 | ||||||||
| 26862 |
Real-time crypto market structure for AI agents — orderflow across 20 exchanges…
|
C 68 3⁄4 | ||||||||
| 26863 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
|
C 68 3⁄4 | ||||||||
| 26864 |
education-ai-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 26865 |
Foundational MCP/A2A-native core platform for secure credential injection, nati…
|
C 68 3⁄4 | ||||||||
| 26866 |
A command-line tool that provides access to US weather data through a client-se…
|
C 68 3⁄4 | ||||||||
| 26867 |
Enables Claude Code to render LaTeX equations, TikZ diagrams, and documents int…
|
C 68 3⁄4 | ||||||||
| 26868 |
gmail-mcp
Claim
A minimal MCP server that enables Claude to search, read, and manage Gmail mess…
|
C 68 3⁄4 | ||||||||
| 26869 |
Provides current weather data for a given city using Open-Meteo (free, no API k…
|
C 68 3⁄4 | ||||||||
| 26870 |
Container sandbox management. Spin up isolated development environments on Clou…
|
C 68 3⁄4 | ||||||||
| 26871 |
truemarkets-mcp-server
Claim
Enables AI agents to perform native trading on True Markets by providing tools …
|
C 68 3⁄4 | ||||||||
| 26872 |
MCP server providing DNS resolution, reverse DNS, RDAP-based WHOIS, and IP geol…
|
C 68 3⁄4 | ||||||||
| 26873 |
Run real Playwright E2E tests from your AI coding agent.
|
C 68 3⁄4 | ||||||||
| 26874 |
An MCP server for network engineering that provides comprehensive tools for BGP…
|
C 68 3⁄4 | ||||||||
| 26875 |
Lido MCP Server
Claim
Enables AI agents to interact with the Lido protocol for ETH staking, position …
|
C 68 3⁄4 | ||||||||
| 26876 |
Container sandbox management. Spin up isolated development environments on Clou…
|
C 68 3⁄4 | ||||||||
| 26877 |
GPS coordinates to AI-ready location context — returns place name, stable categ…
|
C 68 3⁄4 | ||||||||
| 26878 |
Unified API gateway and marketplace for 300+ AI agents. One API key, REST + str…
|
C 68 3⁄4 | ||||||||
| 26879 |
Enables AI coding agents like Cursor and Claude Code to interact with Feishu (L…
|
C 68 3⁄4 | ||||||||
| 26880 |
Dead link checker MCP server - find broken links, redirects, and timeouts on an…
|
C 68 3⁄4 | ||||||||
| 26881 |
An MCP server that bridges AI assistants with data warehouses through Cube.js t…
|
C 68 3⁄4 | ||||||||
| 26882 |
Provides direct access to Mexico City's open data including crime, 911 calls, a…
|
C 68 3⁄4 | ||||||||
| 26883 |
An all-in-one AI content creation platform with 30 tools for generating images,…
|
C 68 3⁄4 | ||||||||
| 26884 |
cordum
Claim
The open agent control plane. Govern autonomous AI agents with pre-execution po…
|
C 68 3⁄4 | ||||||||
| 26885 |
Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunj…
|
C 68 3⁄4 | ||||||||
| 26886 |
Enables AI agents to interact with Odoo 19 via JSON-2 API, supporting CRUD oper…
|
C 68 3⁄4 | ||||||||
| 26887 |
Production-grade AutoCAD automation server enabling real-time CAD control via C…
|
C 68 3⁄4 | ||||||||
| 26888 |
Connects AI assistants to MQTT brokers for smart home automation and IoT device…
|
C 68 3⁄4 | ||||||||
| 26889 |
Enables interaction with iMessage through a BlueBubbles server, allowing users …
|
C 68 3⁄4 | ||||||||
| 26890 |
Document intelligence, invoice extraction, PII detection, and sentiment analysi…
|
C 68 3⁄4 | ||||||||
| 26891 |
logistics-ai-mcp
Claim
logistics-ai-mcp MCP server by MEOK AI Labs
|
C 68 3⁄4 | ||||||||
| 26892 |
MCP server that enables AI agents to
autonomously buy virtual phone numbers and…
|
C 68 3⁄4 | ||||||||
| 26893 |
Countries MCP Server
Claim
MCP Server that gives AI assistants access to comprehensive country data from 2…
|
C 68 3⁄4 | ||||||||
| 26894 |
Dropbox MCP server to recover deleted files, list revisions, search content, an…
|
C 68 3⁄4 | ||||||||
| 26895 |
Foundational MCP/A2A-native core platform for secure credential injection, nati…
|
C 68 3⁄4 | ||||||||
| 26896 |
Instagram influencer search API for AI agents — search by niche, country, demog…
|
C 67 3⁄4 | ||||||||
| 26897 |
MCP server that provides access to Hong Kong government city data, including am…
|
C 67 3⁄4 | ||||||||
| 26898 |
Fetches, summarizes, and translates news headlines and articles using the News …
|
C 67 3⁄4 | ||||||||
| 26899 |
React MCP SPA
Claim
A React single-page application served as an MCP server that renders different …
|
C 67 3⁄4 | ||||||||
| 26900 |
An MCP server that provides a reasoning sidekick for tool-using agents with a s…
|
C 67 3⁄4 | ||||||||