MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33201
raccioly
DocGuard Claim
DocGuard, an official, zero-dependency Node.js MCP server (npm: docguard-cli, d…
N/A N/A
33202
davidmosiah
Agent-readiness scorecard for any MCP server: protocol checks, 0-100 score and …
33203
The-Lambda-Group
OmegaAI Claim
Query, browse, and automate OmegaAI workspaces from any MCP client. Streamable …
33204
OfekBenEliezer
MCP on Azure Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
33205
matula
Enables AI assistants to interact with and manipulate Godot game engine project…
N/A N/A 95
33206
ankitbhatnagartech
A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Cred…
33207
Ashprakash
cortexmem Claim
Persistent memory for AI coding agents. Builds semantic memory from git history…
N/A N/A
33208
wgthomas
putty-mcp Claim
Exposes the full PuTTY suite (SSH, SCP, SFTP, serial, key management) as 30 MCP…
N/A N/A
33209
vichhka-git
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
N/A N/A
33210
MrSolution07
Advisory MCP server for intelligent LLM model recommendations in Cursor. Provid…
N/A N/A
33211
ehm-93
pixel-mcp Claim
Enables LLMs to create and edit pixel art reliably with support for layers, fra…
N/A N/A
33212
jasondk
Errol-Mail Claim
An MCP server that gives AI assistants comprehensive access to Apple Mail accou…
N/A N/A
33213
LMol-4
A lightweight MCP server that lets agents send alerts across multiple channels …
33214
MakiDevelop
mdMCP Claim
Turns Markdown files into local MCP servers, enabling users to define and run t…
N/A N/A
33215
gridmint
mcp-whatsapp Claim
MCP server that connects AI agents to WhatsApp using the multi-device API, enab…
N/A N/A
33216
edwiin1688
Enables Claude to query weather information for a specified area using the Open…
N/A N/A
33217
Shloimy15e
Connect Claude Desktop to WhatsApp. Send & receive messages, manage groups, sha…
N/A N/A
33218
lambdamechanic
Provides access to CISA's Known Exploited Vulnerabilities catalog via the Model…
N/A N/A
33219
moinsen-dev
A comprehensive MCP server for checking package versions and rating package qua…
33220
jiashengguo
Enables auto-generated CRUD operations with authentication and authorization fo…
33221
seeincodes
Enables AI agents to search, price, order, and monitor satellite imagery from t…
33222
Prathmeshkunturwar
Provides real-time, version-pinned documentation from 57+ AI/ML libraries to LL…
33223
dongwook-chan
rtms-mcp Claim
Queries Korean apartment sale transaction data (RTMS) by region code and contra…
33224
eastgatedev
mysql-mcp Claim
A MySQL MCP server for local stdio clients, enabling database queries and manag…
N/A N/A
33225
loryanstrant
CaddyUI MCP Claim
Enables inspection and management of Caddy reverse proxy configuration via Cadd…
33226
Mokecy
Multi-instance parallel browser MCP server that manages multiple isolated brows…
N/A N/A
33227
ReadySMS
Enables sending SMS messages, managing contacts, campaigns, and inbox from AI a…
N/A N/A
33228
pankaj28843
A multi-tenant MCP server that indexes documentation from websites, git reposit…
N/A N/A
33229
robbintech2019
FinSage MCP Claim
Connects AI agents to the Finnhub API for real-time stock quotes, market news, …
N/A N/A
33230
adiezsuzy
Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, sup…
N/A N/A
33231
VitexSoftware
Comprehensive MCP server for Mastodon integration, enabling AI assistants to re…
33232
argneshu
Provides Appium mobile automation capabilities to Claude and other MCP-compatib…
N/A N/A
33233
larsburkhardt
vision Claim
Enables vision capabilities for OpenCode by analyzing local images (PNG, JPG, W…
N/A N/A
33234
Repliers-io
Provides AI assistants access to real-time MLS data via the Repliers API, enabl…
33235
D1DX
Enables AI assistants to interact with Bubble.io applications through the Data …
N/A N/A
33236
solatis
An MCP server that provides a flexible lens into directory structures and files…
N/A N/A
33237
Syntria-ai
A sovereign, six-layer permanent memory system that provides users with a struc…
81
33238
GreatPyreneseDad
Enables hunting and analyzing GitHub repositories, extracting code patterns as …
33239
AgentTax
Enables MCP tool developers and AI agents to track payments, calculate sales ta…
33240
kolodny
jq-mcp Claim
An MCP server that exposes a single tool, jq, for running jq filters against JS…
N/A N/A
33241 N/A N/A 95
33242
u-akira
toio-mcp Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
N/A N/A
33243
abhilashdk2016
A remote MCP server template for Cloudflare Workers that enables deploying cust…
33244
serenmind
A standalone MCP server for exploring the weclapp REST API v2, providing offlin…
33245
nicksenap
paparazzi Claim
MCP server that connects to your browser to capture screenshots, inspect consol…
N/A N/A
33246
dtelecom
dTelecom STT Claim
Real-time speech-to-text for AI assistants. Transcribe audio files with product…
N/A N/A 95
33247
loreum-app
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
33248
prachikaag
miraya Claim
Enables Claude to research audience, competitors, and trends, generate Hinglish…
N/A N/A
33249
sjinks
wpscan-mcp Claim
Enables querying the WPScan API for WordPress plugin, theme, core vulnerabiliti…
33250
houtini-ai
Analyses your published writing from a sitemap, extracts a corpus, and generate…
N/A N/A
Showing 33201–33250 of 67181 servers
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