MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1551 |
Enables YouTube content browsing, video searching, and metadata retrieval via t…
|
B 79 5⁄5 | ||||||||
| 1552 |
Enables integration with Mapbox API for navigation and location services, inclu…
|
B 79 5⁄5 | ||||||||
| 1553 |
Transforms complex Pega Platform interactions into intuitive, conversational ex…
|
B 79 5⁄5 | ||||||||
| 1554 |
Agent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCP
|
B 79 5⁄5 | ||||||||
| 1555 |
Enables users to search for academic articles on platforms like arXiv using spe…
|
B 79 5⁄4 | ||||||||
| 1556 |
Enables AI assistants to interact directly with Strapi v5 CMS content through f…
|
B 79 5⁄5 | ||||||||
| 1557 |
This server offers secure, read-only access to directory files via the MCP, sup…
|
B 79 5⁄4 | ||||||||
| 1558 |
Amateur radio MCP server with band plans, EIRP, cable loss, antenna gains, and …
|
B 79 6⁄6 | ||||||||
| 1559 |
coros-workout-mcp
Claim
Enables Claude to design strength workouts and push them directly to COROS watc…
|
B 79 5⁄5 | ||||||||
| 1560 |
AI-native directory visualization with semantic analysis, ultra-compressed form…
|
B 79 5⁄4 | ||||||||
| 1561 |
Crawl4AI RAG MCP Server
Claim
Enables AI assistants to crawl websites, extract and store web content with sem…
|
B 79 5⁄5 | ||||||||
| 1562 |
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
|
B 79 5⁄5 | ||||||||
| 1563 |
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→…
|
B 79 5⁄4 | ||||||||
| 1564 |
Baidu Map MCP Server
|
B 79 6⁄6 | ||||||||
| 1565 |
Provides automated login functionality for localhost web applications using pre…
|
B 79 5⁄5 | ||||||||
| 1566 |
Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen…
|
B 79 5⁄4 | ||||||||
| 1567 |
Enforces disciplined programming practices by requiring AI assistants to audit …
|
B 79 5⁄4 | ||||||||
| 1568 |
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
|
B 79 5⁄5 | ||||||||
| 1569 |
|
B 79 5⁄4 | ||||||||
| 1570 |
Enables AI agents to manage ComfyUI workflows using a human-readable Domain Spe…
|
B 79 5⁄5 | ||||||||
| 1571 |
Provides conversational access to a local CVE (Common Vulnerabilities and Expos…
|
B 79 5⁄5 | ||||||||
| 1572 |
MCP-to-MCP Tic-Tac-Toe
Claim
Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a sh…
|
B 79 6⁄6 | ||||||||
| 1573 |
An MCP-based trivia game server where AI creates rounds with two true statement…
|
B 79 5⁄4 | ||||||||
| 1574 |
Cross-reference your BirdNET-Pi data with eBird observations using natural lang…
|
B 79 5⁄5 | ||||||||
| 1575 |
MCP server that gives AI assistants seamless access to shadcn/ui v4 components,…
|
B 79 5⁄4 | ||||||||
| 1576 |
Enables read-only Linux system diagnostics and troubleshooting on local and rem…
|
B 79 5⁄5 | ||||||||
| 1577 |
Streamlines development workflows through AI-assisted codebase analysis, compre…
|
B 79 5⁄5 | ||||||||
| 1578 |
Neo4j MCP Server
Claim
Enables AI assistants to interact with Neo4j graph databases through natural la…
|
B 79 5⁄5 | ||||||||
| 1579 |
Official CoinGecko API MCP Server for Crypto Price & Market Data.
More detail…
|
B 79 5⁄5 | ||||||||
| 1580 |
Enables LLMs to scrape, index, and search modern and legacy Salesforce document…
|
B 79 5⁄4 | ||||||||
| 1581 |
A security audit server for Laravel projects that performs static code analysis…
|
B 79 5⁄4 | ||||||||
| 1582 |
A TypeScript server that integrates Google's Gemini Pro model with Claude Deskt…
|
B 79 5⁄5 | ||||||||
| 1583 |
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
|
B 79 5⁄4 | ||||||||
| 1584 |
A MCP server for interacting with Taiga Project Manager
|
B 79 5⁄5 | ||||||||
| 1585 |
Offers an extensive collection of utilities for research, web scraping, and pro…
|
B 79 6⁄6 | ||||||||
| 1586 |
Timezone, dates, cron, timestamps for AI agents
|
B 79 4⁄4 | ||||||||
| 1587 |
Meting-Agent
Claim
🪐 面向 AI 的多音乐平台的 API 代理 • 网易云 • QQ音乐 • 酷狗 • 酷我 🎻 Multi-platform music API agent …
|
B 79 5⁄4 | ||||||||
| 1588 |
SOLx402 MCP Server
Claim
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
|
B 79 5⁄5 | ||||||||
| 1589 |
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
|
B 79 5⁄5 | ||||||||
| 1590 |
notion-mcp
Claim
A Model Context Protocol (MCP) server that integrates with Notion's API to mana…
|
B 79 5⁄5 | ||||||||
| 1591 |
Protect media from AI training, detect AI-generated content, and find stolen wo…
|
B 79 5⁄4 | ||||||||
| 1592 |
Integration server that enables interaction with Google services including Gmai…
|
B 79 5⁄5 | ||||||||
| 1593 |
Enables Claude to interact with Oscribble task projects through natural languag…
|
B 79 5⁄4 | ||||||||
| 1594 |
Enables Claude AI to open files and directories with system default application…
|
B 79 5⁄4 | ||||||||
| 1595 |
Server implementation for Google BigQuery integration that enables direct BigQu…
|
B 79 5⁄5 | ||||||||
| 1596 |
String analyzer, diff, templates for AI agents
|
B 79 4⁄4 | ||||||||
| 1597 |
Enables AI applications to interact with decentralized storage through a standa…
|
B 79 5⁄5 | ||||||||
| 1598 |
A server that enables interaction with Home Assistant devices and automations t…
|
B 79 5⁄5 | ||||||||
| 1599 |
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
|
B 79 5⁄4 | ||||||||
| 1600 |
Multi-Search MCP Server
Claim
Provides unified web search across multiple providers (Google, Tavily, DuckDuck…
|
B 79 5⁄5 | ||||||||