MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22451
knitli
codeweaver Claim 2
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 la…
C 65 43 58 68 N/A 84 57
22452
cortexaiofficial
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
C 65 33 48 N/A N/A 55 95
22453
Optisol-Business
Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and…
C 65 33 60 N/A N/A 35 95
22454
gitkraken
gk-cli Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
C 65 33 50 N/A N/A 49 95
22455
rui-branco
Jira MCP Server Claim
Enables users to fetch and search Jira tickets, comments, and attachments direc…
C 65 44 90 38 54 69
22456
Utakata
Enables comprehensive management of Google Apps Script projects, including proj…
C 65 44 90 66 19 69
22457
NetApp
aide-mcp-server Claim 1
MCP server for NetApp AI Data Engine
C 64 33 41 N/A N/A 62 95
22458
fr1sk
tmux-mcp Claim 1
MCP server for tmux — browse sessions, capture output, send commands.
C 64 33 39 N/A N/A 63 95
22459
chenShengBiao
cocos-mcp Claim
A headless MCP server that enables AI to create complete 2D/3D games in Cocos C…
C 64 33 54 N/A N/A 41 95
22460
SandeepBaskaran
Carbon MCP Claim
Enables developers and designers to work with the Carbon Design System through …
C 64 43 54 58 N/A 48 95
22461
coder-ka
Procm Claim
A Model Context Protocol (MCP) server for process management.
C 64 33 54 N/A N/A 41 95
22462
KittyCAD
zoo-mcp Claim 1
An MCP server that provides access to the Zoo API for various CAD operations an…
C 64 43 71 31 N/A 70 83
22463
DLJRealty
Guesty MCP Server Claim 1
MCP server for Guesty property management — 38 tools for STR operations.
C 64 33 49 65 83
22464
microsoft
Learn how to build Java-based MCP Servers and Clients with LangChain4J and Quar…
C 64 33 54 N/A N/A 39 95
22465
teamsincetoday
Extracts branded ingredients and kitchen tools from recipes, matches them to af…
C 64 33 72 37 75
22466
zerocore-ai
microsandbox Claim
microsandbox
C 64 44 56 41 83 82
22467
xinnan-tech
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 43 54 36 N/A 76 95
22468
rohith1125
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
C 64 33 60 N/A N/A 31 95
22469
ljdigital
Gives any MCP-compatible AI agent instant access to the Australian Business Reg…
C 64 33 64 39 83
22470
mobile-dev-inc
Maestro Claim
Maestro is the simplest and most effective UI testing framework for Mobile and …
C 64 43 56 35 N/A 73 95
22471
pictify-io
Enables AI assistants to programmatically generate images, GIFs, and PDFs from …
C 64 44 60 77 30 81
22472
amelia-mc
MCP X++ Server Claim 1
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
C 64 43 81 36 N/A 37 90
22473
CDataSoftware
Tally MCP Server by CData
C 64 33 58 N/A N/A 34 95
22474
bch1212
agentfetch Claim
Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatu…
C 64 33 72 N/A N/A 47 67
22475
CDataSoftware
CSV File MCP Server by CData
C 64 33 58 N/A N/A 34 95
22476
0xReisearch
FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, an…
C 64 44 72 58 36 81
22477
dividor
hdx Claim
HDX MCP Server provides access to humanitarian data through the Humanitarian Da…
C 64 44 60 60 50 85
22478
t4dhg
MCP FactorialHR Claim
A comprehensive MCP server that provides AI assistants with full access to Fact…
C 64 43 64 46 64 83
22479
CDataSoftware
ServiceNow MCP Server by CData
C 64 33 58 N/A N/A 34 95
22480
CDataSoftware
SAP ERP MCP Server by CData
C 64 33 58 N/A N/A 34 95
22481
feiyun0112
Transform feature ideas into production-ready code through systematic Spec-Driv…
C 64 33 44 N/A N/A 58 95
22482
CDataSoftware
This read-only MCP Server allows you to connect to Google Campaign Manager 360 …
C 64 33 58 N/A N/A 33 95
22483
CDataSoftware
This read-only MCP Server allows you to connect to Google Spanner data from Cla…
C 64 33 58 N/A N/A 33 95
22484
CDataSoftware
Kintone MCP Server by CData
C 64 33 58 N/A N/A 34 95
22485
toolprint
A curated collection of persona-based mcp server & tool groupings.
C 64 33 54 N/A N/A 38 95
22486
joonheeu
Production-ready API server template integrating FastAPI with Model Context Pro…
C 64 43 54 71 N/A 31 95
22487
alkoleft
Инструмент для выгрузки синтаксис помощника в файлы
C 64 33 48 N/A N/A 50 95
22488
spences10
mcp-sqlite-tools Claim 1
Provides comprehensive SQLite database operations for LLMs with security featur…
C 64 43 45 63 N/A 62 92
22489
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22490
CDataSoftware
Google AdWords MCP Server by CData
C 64 33 58 N/A N/A 34 95
22491
CDataSoftware
This read-only MCP Server allows you to connect to Bing Ads data from Claude De…
C 64 33 58 N/A N/A 33 95
22492
CDataSoftware
SAP Sybase MCP Server by CData
C 64 33 58 N/A N/A 34 95
22493
CDataSoftware
Microsoft Exchange MCP Server by CData
C 64 33 58 N/A N/A 34 95
22494
JerryZhongJ
Memory MCP Claim
Provides project memory management for Claude Desktop, storing memories as Mark…
C 64 43 76 33 N/A 45 95
22495
rkirkendall
A Model Context Protocol server that enables natural language commands to manag…
C 64 44 63 61 45 81
22496
CDataSoftware
LDAP MCP Server by CData
C 64 33 58 N/A N/A 34 95
22497
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22498
supertrained
rhumb Claim
Agent-native tool intelligence across 1,000+ scored services. 21 MCP tools: dis…
C 64 33 54 56 83
22499
JeenyJAI
Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI …
C 64 33 54 N/A N/A 41 95
22500
CDataSoftware
Apache CouchDB MCP Server by CData
C 64 33 58 N/A N/A 34 95
Showing 22451–22500 of 59993 servers
« Prev 1 448 449 450 451 452 1200 Next »