MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50551
hongwenwang36-eng
Enables automated control of Ansys Workbench, Mechanical, and MAPDL through scr…
N/A N/A
50552
getformo
Formo MCP Claim
Formo makes analytics simple for DeFi apps so you can focus on growth. Get the …
N/A N/A 95
50553
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
N/A N/A 95
50554
ak123aryan
Dalal Street MCP server connects to Indian stock market data, delivering live N…
81
50555
jakefleming
Enables AI tools to create and edit Font Proof documents for type designers, su…
N/A N/A
50556
carljmosca
An MCP server running in the browser via WebAssembly, providing tools like getC…
N/A N/A
50557
happycastle114
An MCP server that enables natural language control of Steinberg Dorico music n…
N/A N/A
50558
michaelzrork
Provides AI assistants with access to Google Workspace APIs including Sheets, C…
50559
ddpie
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
50560
Elkhn
sap-hana-mcp Claim
An MCP server for SAP HANA that enables listing tables, columns, running SQL qu…
50561
Suchit-Chaudhari
Enables fetching jokes (e.g., Chuck Norris jokes) via the Model Context Protoco…
50562 N/A N/A 95
50563
OlegVasilievCS
An MCP server bridging AI agents with enterprise productivity suites, enabling …
N/A N/A
50564
MCP-Mirror
Provides comprehensive access to Binance Futures API endpoints for account mana…
81
50565
Humotica
MCP server for Phantom Resume that enables cross-device AI session portability …
50566
Storybloq
Enables multi-lens code review by running 8 specialized reviewers in parallel, …
N/A N/A
50567
sixtdreanight
Run at http://127.0.0.1:3846 to provide AI tools (Claude Code, Cursor, etc.) wi…
N/A N/A
50568
ysntony
Provides read-only access to TikTok advertising data, including campaigns, ad g…
50569
a-kabe-1qio
Full automation for Japan's SSW visa. 42 MCP tools for application pattern dete…
81
50570
Alemusica
Enables AI agents to read and manipulate visual UI designs drawn on a canvas, t…
N/A N/A
50571
tt-a1i
lore Claim
Enables AI agents to query project memory by linking code changes to the conver…
N/A N/A
50572
pawelojdowski
UODO MCP Claim
Enables searching and analyzing decisions from the Polish Data Protection Autho…
50573
104gogo
Enables to modify and manage XiaoZhi platform agents, including changing LLM, T…
50574
adibirzu
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
81
50575
vkmech999
Instantly converts any running FastAPI application into an MCP server by parsin…
N/A N/A
50576
pietrodileo
MCP server that enables AI assistants to interact with InterSystems IRIS databa…
50577
zly1203
Peek Claim
Enables AI agents to take screenshots of local web pages and capture user-selec…
N/A N/A
50578
ConnorBritain
Read-only Model Context Protocol server for Microsoft SQL Server, enabling safe…
50579
vtomilin
mermaider Claim
Validates Mermaid diagram syntax using a persistent browser for fast, reliable …
N/A N/A
50580
teacat99
提供交互式反馈MCP服务器,通过Web UI实现AI与用户的确认流程,提高开发效率并节省平台成本。
50581
kamusis
Enables full read-write access to PostgreSQL databases with transaction managem…
50582
deepmajithia
Provides retirement planning computations for AI agents, including Monte Carlo …
N/A N/A
50583
samitugal
Connects Claude to your Strava account so you can query your activities, stats,…
50584
bjorndavidhansen
Enables Claude Desktop to access and manage Google Ads data, including campaign…
50585
jason1365
MCP server for Donetick chores management, enabling AI assistants to list, crea…
50586
CobaltBlue3699
A Model Context Protocol server for MySQL databases that enables AI assistants …
50587
wenkil
MCP server for code review using OpenRouter API. Supports local code review via…
N/A N/A
50588
fastmcp-me
FreeCAD MCP Claim
Enables AI assistants to control FreeCAD 3D modeling software, allowing creatio…
N/A N/A
50589
CCCpan
Detects Chinese sensitive/forbidden words across platforms like Xiaohongshu, Do…
50590
ahmadsoliman
Enables listing and triggering n8n workflows, and calling webhooks via the Mode…
50591
rodcar
PNDA-MCP Claim
Enables AI agents to search and retrieve metadata and data files from Peru's Na…
50592
MCP-Mirror
Enables access to WeatherXM PRO weather station data, including real-time obser…
81
50593 N/A N/A 95
50594 N/A N/A 95
50595
muhammedehab35
PilotOps MCP Claim
Enables AI-driven incident response by connecting Claude to monitoring tools li…
50596
specdog
dotdog Claim
Enables AI agents to query and traverse spec genomes via MCP tools, providing s…
N/A N/A
50597
fastmcp-me
Enables querying and analysis of stock and cryptocurrency data, including marke…
50598 N/A N/A 95
50599
SubZtep
wrapmcp Claim
Universal MCP server that wraps any CLI tool, enabling AI assistants to run com…
N/A N/A
50600
kyle-bober
Enables AI assistants to interact with GitLab projects by listing merge request…
Showing 50551–50600 of 50632 servers