MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22451 |
AI-powered MCP server for Apache Druid cluster management and analytic
|
C 65 3⁄3 | ||||||||
| 22452 |
A server that implements the Model Context Protocol (MCP) standard, enabling LL…
|
C 65 4⁄4 | ||||||||
| 22453 |
MCP server for Crunchyroll anime streaming - search anime, manage watchlist, tr…
|
C 65 3⁄3 | ||||||||
| 22454 |
legal-mcp-server
Claim
Search court records, patents, and trademarks for legal research
|
C 65 3⁄3 | ||||||||
| 22455 |
Enables AI assistants to automate WeChat Developer Tools for mini programs, all…
|
C 65 4⁄3 | ||||||||
| 22456 |
Implements human-like cognitive architecture for enhanced AI reasoning through …
|
C 65 4⁄3 | ||||||||
| 22457 |
FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, an…
|
C 64 4⁄4 | ||||||||
| 22458 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22459 |
Amazon S3 MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22460 |
mcp-plexus
|
C 64 4⁄4 | ||||||||
| 22461 |
Enables AI agents to analyze Excel files through atomic operations like filteri…
|
C 64 4⁄3 | ||||||||
| 22462 |
MCP Server for Vinted that allows to search items, compare prices, and analyze …
|
C 64 3⁄3 | ||||||||
| 22463 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22464 |
An MCP server for capturing screen regions directly into Claude Code conversati…
|
C 64 3⁄3 | ||||||||
| 22465 |
Maestro
Claim
Maestro is the simplest and most effective UI testing framework for Mobile and …
|
C 64 4⁄3 | ||||||||
| 22466 |
best-of-mcp-servers
Claim
🏆 A ranked list of MCP servers. Updated weekly.
|
C 64 3⁄3 | ||||||||
| 22467 |
Unity MCP Server
Claim
Exposes Unity Editor project context and manipulation tools to AI coding agents…
|
C 64 3⁄3 | ||||||||
| 22468 |
Avro MCP Server by CData
Claim
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22469 |
Enables AI assistants to interact with Snowflake databases through SQL queries,…
|
C 64 4⁄4 | ||||||||
| 22470 |
A Model Context Protocol server that provides Claude with comprehensive access …
|
C 64 4⁄4 | ||||||||
| 22471 |
|
C 64 3⁄3 | ||||||||
| 22472 |
Urbit MCP
Claim
A general-purpose MCP interface for Urbit, a networked personal server.
|
C 64 3⁄3 | ||||||||
| 22473 |
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
|
C 64 3⁄3 | ||||||||
| 22474 |
Generate academic papers with AI agents and verified citations via OpenPaper.dev
|
C 64 3⁄3 | ||||||||
| 22475 |
A2V
Claim
A2V: Next-Gen AI Value Compute Protocol. …
|
C 64 4⁄3 | ||||||||
| 22476 |
SQL Server Analysis Services MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22477 |
MediaCrawler MCP Server
Claim
Enables AI assistants to crawl and extract data from Chinese social media platf…
|
C 64 4⁄3 | ||||||||
| 22478 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22479 |
MCP Gateway is a reverse proxy and management layer for MCP servers, enabling s…
|
C 64 4⁄3 | ||||||||
| 22480 |
MCP server for NetApp AI Data Engine
|
C 64 3⁄3 | ||||||||
| 22481 |
JMAP Email
Claim
Email management via JMAP — mailboxes, messages, identities, and Sieve scripts
|
C 64 4⁄3 | ||||||||
| 22482 |
An MCP server for RenderDoc: Empowering AI assistants to analyze GPU frame capt…
|
C 64 3⁄3 | ||||||||
| 22483 |
Enables AI agents to programmatically access self-hosted Penpot instances to re…
|
C 64 4⁄4 | ||||||||
| 22484 |
Box MCP Server by CData
Claim
Box MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22485 |
llm-app-exploration
Claim
A pattern for LLM agents to explore and control any app — mobile or desktop. Ac…
|
C 64 3⁄3 | ||||||||
| 22486 |
Risk Audit MCP
Claim
Enables security scanning of code projects to identify common vulnerabilities l…
|
C 64 3⁄3 | ||||||||
| 22487 |
Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP…
|
C 64 4⁄4 | ||||||||
| 22488 |
A Model Context Protocol server that enables natural language commands to manag…
|
C 64 4⁄4 | ||||||||
| 22489 |
A comprehensive MCP server that provides AI assistants with full access to Fact…
|
C 64 4⁄3 | ||||||||
| 22490 |
An MCP server that enables AI applications to interact with DiceDB databases.
|
C 64 4⁄4 | ||||||||
| 22491 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22492 |
rhumb
Claim
Tool intelligence over scored services: discover and compare providers, check A…
|
C 64 3⁄3 | ||||||||
| 22493 |
Peta Core
Claim
A production-ready MCP gateway and control plane that provides credential vault…
|
C 64 4⁄3 | ||||||||
| 22494 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22495 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22496 |
HippoDid MCP Server
Claim
Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.
|
C 64 3⁄3 | ||||||||
| 22497 |
ai-command
Claim
Control WordPress using WP-CLI, AI, and MCP.
|
C 64 3⁄3 | ||||||||
| 22498 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22499 |
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
|
C 64 4⁄4 | ||||||||
| 22500 |
toolbox
Claim
Collaborative application security testing between humans and agents via CLI an…
|
C 64 4⁄3 | ||||||||