MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35001
kapong
Provides AI agents with structured access to project conventions, technology st…
N/A N/A
35002
chazmaniandinkle
oscine Claim
An MCP server that exposes a synthesizer composer's command catalog as tools, e…
N/A N/A
35003
dreamsxin
Standalone browser automation MCP server supporting both BrowserOS and standard…
35004
AhmedAhmedEG
Math MCP Claim
A comprehensive math utility server implementing the Model Context Protocol (MC…
35005
pipeworx-io
Provides access to Baton Rouge Open Data (data.brla.gov) via Socrata, enabling …
35006
MAX208V
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
35007
rcobb2
MCP server for managing devices via JAMF Pro and Microsoft Intune APIs, enablin…
35008
Buddhima-JD3
Source-backed Sri Lanka payslip tools for APIT/PAYE, EPF, ETF, stamp duty, and …
35009
bagwanpankaj
Python MCP server for the Marketo REST API, enabling leads management, campaign…
35010
davidkiss
Turns a shopping list FastAPI app into an MCP server, enabling a LangGraph chat…
35011
Rachit8484
geoseo-mcp Claim
Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bi…
N/A N/A
35012
master
Extract DSL from MasterGo design files to analyze structure and generate accura…
N/A N/A 95
35013
agentladle
Provides 46 financial data tools for AI assistants covering A-share, HK, US mar…
35014
AudienceLabV3
Auto-generates MCP tools from your OpenAPI spec, allowing natural language inte…
35015
insung8150
An MCP server that provides web search and content fetching using real Chrome b…
N/A N/A
35016
UsmanHWU
Provides tools for generating, quality-controlling, and exporting relative perm…
35017
jjurach
Implements an MCP server that interacts with Google Sheets to store and retriev…
35018
malvex
Enables AI assistants to interact with VS Code for language intelligence, debug…
N/A N/A
35019
agrimsingh
Provides real-time Singapore bus information, including arrival times, routes, …
35020
robderstadt
MCP server that enables AI assistants to access real-time vessel tracking, port…
35021
ReyemTech
mcp-canada Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
35022
Suisei110
Enables AI assistants to create, duplicate, list, and run Apple Shortcuts using…
N/A N/A
35023
guybr3000
Second Brain Claim
Persistent, semantically-searchable memory for AI agents using local PostgreSQL…
N/A N/A
35024
maxancedecot
Gripp MCP Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
35025
0xNullAI
DG-MCP Claim
Enables MCP clients to control DG-Lab Coyote 2.0/3.0 devices via Bluetooth, pro…
N/A N/A
35026
God1n
eazy-ba Claim
Captures and organizes requirements as markdown, tracks relationships between p…
N/A N/A
35027
vaibhavpandeyvpz
cronmcp Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
N/A N/A
35028
raj-rubicon
Analyzes raw email headers and emails for phishing, spoofing, and BEC using AI …
N/A N/A
35029
Elkhn
sap-hana-mcp Claim
An MCP server for SAP HANA that enables listing tables, columns, running SQL qu…
35030
clay-good
OpenLore Claim
Provides persistent architectural memory and structural cognition for AI coding…
N/A N/A
35031
xcreener
XCREENER Claim
Local stdio MCP bridge for XCREENER's XQL screener API — validate, explain, and…
N/A N/A
35032
vfh-tech
Enables AI agents to read, write, and manage Google Sheets using the Google She…
35033
rahulrajaram
gptqueue Claim
Enables AI agents to discover each other and exchange typed messages through a …
N/A N/A
35034
pipeworx-io
Jina AI Reader/Search MCP that turns any URL into clean LLM-ready markdown and …
35035
SyedAnas01
An MCP server that provides safeguard capabilities to protect against prompt in…
35036
abhishekrai43
VulScan-MCP Claim
MCP server that scans project dependencies for security vulnerabilities (CVEs) …
N/A N/A
35037
rajatsandeepsen
Provides a template to run an MCP server in a Next.js project using the Vercel …
35038
shyamayadav154
A Node.js server that enables LLMs to inspect GraphQL schemas and retrieve info…
35039
nsackett-cf
Enables remote MCP connections with Cloudflare Access OAuth authentication, pro…
35040
echo-xianyu
Searches Danbooru for anime/game characters and their associated tags, providin…
35041
popstas
Enables integration with Planfix CRM and task management system, allowing lead …
35042
aandersen2323
A complete MCP server enabling AI assistants to manage cPanel hosting through n…
35043
TIMBOTGPT
Enables screen capture, OCR text extraction, and automated clicking on macOS th…
N/A N/A
35044
pulseengine
MCP-GLSP Claim
Enables AI-driven graphical diagram creation and manipulation using natural lan…
N/A N/A
35045
LevDomasnih
coordinaut Claim
Coordinates parallel AI coding agents by providing task ownership, scoped file …
35046
sunreddy1593-tech
Exposes Gmail (send/draft) and Google Docs (append) capabilities as tools for a…
35047
mikeh-22
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
35048
huohou0418
Stock MCP Claim
Unifies inventory data from four sources (Jikeyun, Supor factory, WeChat Excel,…
35049
guansuian
MCP server that connects to MES systems to enable SOP uploading and abnormal re…
N/A N/A
35050
TyrelCB
Enables agentic video editing and composition via MCP, allowing creation and ma…
N/A N/A
Showing 35001–35050 of 66549 servers
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