MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28301
KeyCloak MCP Claim
MCP server for KeyCloak Admin REST API via Service Account
N/A N/A
28302
rajanrengasamy
vidlens-mcp Claim
YouTube intelligence layer for AI agents. 41 tools, 10 modules, zero config.
N/A N/A 75
28303
sealca
secrets-mcp Claim
Provides Claude Code with access to personal secrets and notes stored in a loca…
N/A N/A
28304
danielsimonjr
Enables Claude Code to render LaTeX equations, TikZ diagrams, and documents int…
28305
chriskoturathbun
Envoi MCP Claim
Provides AI agents with a real email address to send, receive, and manage email…
28306
HardMCP
Provides programmatic access to North Dakota Public Service Commission case rec…
28307
Caiuriuller
SRP Hub MCP Claim
Connects AI assistants to the Hub API, enabling them to manage resources such a…
28308
xanderscannell
A GitHub template for packaging any Model Context Protocol (MCP) server as an i…
28309
n-irei
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and…
N/A N/A
28310
xanderscannell
A GitHub template designed to package Model Context Protocol (MCP) servers as i…
28311
sbuysse
GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window…
N/A N/A
28312
theomatrix
A fast, secure, and LLM-friendly Model Context Protocol (MCP) server that scrap…
28313
teehooai
teeshield Claim
Static security linter for MCP servers. Scans tool definitions for vulnerabilit…
28314
supermaxlol
emms-mcp Claim
Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…
N/A N/A
28315
shieldspprt
Real-time Solana wallet health analysis platform and top-notch dev tool. Helps …
28316
citedbyai
Free AI citation readiness checker powered by Cited By AI's CPS® framework. Ins…
28317 N/A N/A 95
28318
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
N/A N/A 95
28319
Orellius
Provides real-time visibility into Claude Pro and Max subscription usage limits…
N/A N/A
28320
NodeOps-app
CreateOS MCP Claim
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, env…
28321
SourireConcept
An enterprise-grade MCP server providing integrated system prompts and context …
81
28322
weatherapicom
Real-time weather, forecasts, astronomy, marine data for 200+ countries
28323
souravdasbiswas
An MCP server for LinkedIn REST API v2 that enables AI assistants to create, li…
28324
Castaldo-Solutions
mcp-vtenext Claim
MCP server for VTENext CRM (open-source vtiger-based). Query, create and update…
N/A N/A
28325
mufeng05
IDA Auto MCP Claim
A headless IDA Pro MCP server that enables AI agents to automatically open, ana…
N/A N/A
28326
catallo
misterclaw Claim
MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, tak…
N/A N/A
28327
ghc189
Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and …
28328
jabberwock
blend-ai Claim
An MCP server that enables AI assistants to control Blender through 108 special…
N/A N/A
28329
Enables access to Withings Health API data including body measurements, activit…
28330
APOGEOAPI
Geographic data (250+ countries, 150K+ cities), live exchange rates with 25 bas…
28331
henkas
An MCP server that enables AI agents to discover restaurants and place food del…
28332
SiliconValleyInsight
Enable seamless Amazon product searches with detailed information, including de…
N/A N/A 95
28333
Howardzhangdqs
A WeChat robot server based on the Model Context Protocol that enables AI agent…
N/A N/A
28334
QuestFinTech
Taskschmiede Claim
Taskschmiede is an agent-first work management system where humans and AI agent…
28335
@faithk7
rednote-mcp-3 Claim
N/A N/A 95
28336
dun999
FinSight Claim
What it does: * Portfolio risk profiling (per-asset and portfolio-level) * Tar…
28337
KpihX
mail-mcp Claim
A generic IMAP and SMTP MCP server that enables AI agents to interact with emai…
28338
prmail
FixPayment Claim
An MCP server for FixPayment creditors that simplifies account management, stat…
28339
Nic9dev
Chronica Claim
Persistent memory MCP server for Claude Desktop. Gives Claude structured memory…
N/A N/A
28340
Helm-Protocol
OpenTTT-MCP Claim
MCP Server for OpenTTT — Proof of Time tools for AI agents AI Agent A and Agen…
28341
ekaksher
A Python-based MCP server that automates WhatsApp Web using Playwright to manag…
N/A N/A
28342
nano-step
Provides AI agents with deep visibility into a running web page's UI by capturi…
N/A N/A
28343
jordiagi
danke-mcp Claim
An MCP server that enables AI agents to send and receive Bitcoin Lightning micr…
28344
jamjet-labs
Durable memory for AI agents — fact extraction, hybrid retrieval, temporal grap…
N/A N/A
28345
kenm47
An MCP server that injects millions of tokens from classical literature into AI…
28346
samklein952-hub
Enables interaction with the Hyperliquid exchange to trade perpetuals, check po…
28347
Ruben-Alvarez-Dev
MCP-Maestro Claim
Connects AI assistants to the Maestro research framework to orchestrate multi-a…
28348
cristianuibar
Bricks MCP Claim
A WordPress plugin that enables AI assistants to manage Bricks Builder sites th…
28349
EvandroSchechtel
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
28350
tecnologicachile
Provides access to body composition data from FeelFit smart scales, including m…
Showing 28301–28350 of 30006 servers
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