MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22451 |
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 la…
|
C 65 4⁄3 | ||||||||
| 22452 |
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
|
C 65 3⁄3 | ||||||||
| 22453 |
Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and…
|
C 65 3⁄3 | ||||||||
| 22454 |
gk-cli
Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
|
C 65 3⁄3 | ||||||||
| 22455 |
Enables users to fetch and search Jira tickets, comments, and attachments direc…
|
C 65 4⁄4 | ||||||||
| 22456 |
Enables comprehensive management of Google Apps Script projects, including proj…
|
C 65 4⁄4 | ||||||||
| 22457 |
MCP server for NetApp AI Data Engine
|
C 64 3⁄3 | ||||||||
| 22458 |
MCP server for tmux — browse sessions, capture output, send commands.
|
C 64 3⁄3 | ||||||||
| 22459 |
A headless MCP server that enables AI to create complete 2D/3D games in Cocos C…
|
C 64 3⁄3 | ||||||||
| 22460 |
Enables developers and designers to work with the Carbon Design System through …
|
C 64 4⁄3 | ||||||||
| 22461 |
A Model Context Protocol (MCP) server for process management.
|
C 64 3⁄3 | ||||||||
| 22462 |
An MCP server that provides access to the Zoo API for various CAD operations an…
|
C 64 4⁄3 | ||||||||
| 22463 |
MCP server for Guesty property management — 38 tools for STR operations.
|
C 64 3⁄3 | ||||||||
| 22464 |
Learn how to build Java-based MCP Servers and Clients with LangChain4J and Quar…
|
C 64 3⁄3 | ||||||||
| 22465 |
Extracts branded ingredients and kitchen tools from recipes, matches them to af…
|
C 64 3⁄3 | ||||||||
| 22466 |
microsandbox
Claim
microsandbox
|
C 64 4⁄4 | ||||||||
| 22467 |
xiaozhi-esp32-server
Claim
本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, …
|
C 64 4⁄3 | ||||||||
| 22468 |
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
|
C 64 3⁄3 | ||||||||
| 22469 |
Gives any MCP-compatible AI agent instant access to the Australian Business Reg…
|
C 64 3⁄3 | ||||||||
| 22470 |
Maestro
Claim
Maestro is the simplest and most effective UI testing framework for Mobile and …
|
C 64 4⁄3 | ||||||||
| 22471 |
Pictify MCP Server
Claim
Enables AI assistants to programmatically generate images, GIFs, and PDFs from …
|
C 64 4⁄4 | ||||||||
| 22472 |
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
|
C 64 4⁄3 | ||||||||
| 22473 |
Tally MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22474 |
Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatu…
|
C 64 3⁄3 | ||||||||
| 22475 |
CSV File MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22476 |
FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, an…
|
C 64 4⁄4 | ||||||||
| 22477 |
HDX MCP Server provides access to humanitarian data through the Humanitarian Da…
|
C 64 4⁄4 | ||||||||
| 22478 |
A comprehensive MCP server that provides AI assistants with full access to Fact…
|
C 64 4⁄3 | ||||||||
| 22479 |
ServiceNow MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22480 |
SAP ERP MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22481 |
spec-coding-mcp
Claim
Transform feature ideas into production-ready code through systematic Spec-Driv…
|
C 64 3⁄3 | ||||||||
| 22482 |
This read-only MCP Server allows you to connect to Google Campaign Manager 360 …
|
C 64 3⁄3 | ||||||||
| 22483 |
This read-only MCP Server allows you to connect to Google Spanner data from Cla…
|
C 64 3⁄3 | ||||||||
| 22484 |
Kintone MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22485 |
A curated collection of persona-based mcp server & tool groupings.
|
C 64 3⁄3 | ||||||||
| 22486 |
Production-ready API server template integrating FastAPI with Model Context Pro…
|
C 64 4⁄3 | ||||||||
| 22487 |
Инструмент для выгрузки синтаксис помощника в файлы
|
C 64 3⁄3 | ||||||||
| 22488 |
Provides comprehensive SQLite database operations for LLMs with security featur…
|
C 64 4⁄3 | ||||||||
| 22489 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22490 |
Google AdWords MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22491 |
This read-only MCP Server allows you to connect to Bing Ads data from Claude De…
|
C 64 3⁄3 | ||||||||
| 22492 |
SAP Sybase MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22493 |
Microsoft Exchange MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22494 |
Provides project memory management for Claude Desktop, storing memories as Mark…
|
C 64 4⁄3 | ||||||||
| 22495 |
A Model Context Protocol server that enables natural language commands to manag…
|
C 64 4⁄4 | ||||||||
| 22496 |
LDAP MCP Server by CData
Claim
LDAP MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22497 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22498 |
rhumb
Claim
Agent-native tool intelligence across 1,000+ scored services. 21 MCP tools: dis…
|
C 64 3⁄3 | ||||||||
| 22499 |
MCP Test Utils
Claim
Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI …
|
C 64 3⁄3 | ||||||||
| 22500 |
Apache CouchDB MCP Server by CData
|
C 64 3⁄3 | ||||||||