MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28301
xanderscannell
A GitHub template for packaging any Model Context Protocol (MCP) server as an i…
28302
n-irei
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and…
N/A N/A
28303
xanderscannell
A GitHub template designed to package Model Context Protocol (MCP) servers as i…
28304
sbuysse
GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window…
N/A N/A
28305
theomatrix
A fast, secure, and LLM-friendly Model Context Protocol (MCP) server that scrap…
28306
teehooai
teeshield Claim
Static security linter for MCP servers. Scans tool definitions for vulnerabilit…
28307
supermaxlol
emms-mcp Claim
Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…
N/A N/A
28308
shieldspprt
Real-time Solana wallet health analysis platform and top-notch dev tool. Helps …
28309
citedbyai
Free AI citation readiness checker powered by Cited By AI's CPS® framework. Ins…
28310 N/A N/A 95
28311
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
N/A N/A 95
28312
Orellius
Provides real-time visibility into Claude Pro and Max subscription usage limits…
N/A N/A
28313
NodeOps-app
CreateOS MCP Claim
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, env…
28314
SourireConcept
An enterprise-grade MCP server providing integrated system prompts and context …
81
28315
weatherapicom
Real-time weather, forecasts, astronomy, marine data for 200+ countries
28316
souravdasbiswas
An MCP server for LinkedIn REST API v2 that enables AI assistants to create, li…
28317
Castaldo-Solutions
mcp-vtenext Claim
MCP server for VTENext CRM (open-source vtiger-based). Query, create and update…
N/A N/A
28318
mufeng05
IDA Auto MCP Claim
A headless IDA Pro MCP server that enables AI agents to automatically open, ana…
N/A N/A
28319
catallo
misterclaw Claim
MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, tak…
N/A N/A
28320
ghc189
Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and …
28321
jabberwock
blend-ai Claim
An MCP server that enables AI assistants to control Blender through 108 special…
N/A N/A
28322
Enables access to Withings Health API data including body measurements, activit…
28323
APOGEOAPI
Geographic data (250+ countries, 150K+ cities), live exchange rates with 25 bas…
28324
henkas
An MCP server that enables AI agents to discover restaurants and place food del…
28325
SiliconValleyInsight
Enable seamless Amazon product searches with detailed information, including de…
N/A N/A 95
28326
Howardzhangdqs
A WeChat robot server based on the Model Context Protocol that enables AI agent…
N/A N/A
28327
QuestFinTech
Taskschmiede Claim
Taskschmiede is an agent-first work management system where humans and AI agent…
28328
@faithk7
rednote-mcp-3 Claim
N/A N/A 95
28329
dun999
FinSight Claim
What it does: * Portfolio risk profiling (per-asset and portfolio-level) * Tar…
28330
KpihX
mail-mcp Claim
A generic IMAP and SMTP MCP server that enables AI agents to interact with emai…
28331
prmail
FixPayment Claim
An MCP server for FixPayment creditors that simplifies account management, stat…
28332
Nic9dev
Chronica Claim
Persistent memory MCP server for Claude Desktop. Gives Claude structured memory…
N/A N/A
28333
Helm-Protocol
OpenTTT-MCP Claim
MCP Server for OpenTTT — Proof of Time tools for AI agents AI Agent A and Agen…
28334
ekaksher
A Python-based MCP server that automates WhatsApp Web using Playwright to manag…
N/A N/A
28335
nano-step
Provides AI agents with deep visibility into a running web page's UI by capturi…
N/A N/A
28336
jordiagi
danke-mcp Claim
An MCP server that enables AI agents to send and receive Bitcoin Lightning micr…
28337
jamjet-labs
Durable memory for AI agents — fact extraction, hybrid retrieval, temporal grap…
N/A N/A
28338
kenm47
An MCP server that injects millions of tokens from classical literature into AI…
28339
samklein952-hub
Enables interaction with the Hyperliquid exchange to trade perpetuals, check po…
28340
Ruben-Alvarez-Dev
MCP-Maestro Claim
Connects AI assistants to the Maestro research framework to orchestrate multi-a…
28341
cristianuibar
Bricks MCP Claim
A WordPress plugin that enables AI assistants to manage Bricks Builder sites th…
28342
EvandroSchechtel
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
28343
tecnologicachile
Provides access to body composition data from FeelFit smart scales, including m…
28344
Yarlan1503
mcp-memory Claim
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
N/A N/A
28345
the-wunmi
Enables AI agents to interact with the Lido protocol for ETH staking, position …
28346
geoicons
GraphAPI MCP Claim
A Python-based MCP server that enables authenticated Microsoft Graph API calls …
28347
bogdan01m
MCP server for ZapCap API providing video caption and B-roll generation via nat…
81
28348
Mnehmos
Enables AI assistants to search and retrieve academic papers from arXiv through…
81
28349 N/A N/A 95
28350
2646788106xh
scholarmcp Claim
N/A N/A 95
Showing 28301–28350 of 30006 servers
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