MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28939
Scored
2089
Verified
16951
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35001
Able-rip
Official BMBrick engine for converting local images into high-fidelity LEGO-sty…
N/A N/A
35002
xhrusvin
MCP server that exposes a MongoDB healthcare jobs collection, enabling listing,…
35003
everstake
An MCP server for Everstake's non-custodial staking data across 130+ networks: …
35004
Dr-Deploy
Dr.Deploy Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
N/A N/A
35005
alraico
fffinstill Claim
MCP server for fffinstill — A Research Lab for Your Investment Ideas
35006
quantumloader
MCP server for DayZ Enforce Script that gives AI coding assistants deep knowled…
N/A N/A
35007
popey
grype-mcp Claim
N/A N/A 95
35008
cvandesande
Hardware-accelerated codebase mapping that indexes Git repositories into Postgr…
N/A N/A
35009
opastorello
creci-sp-api Claim
MCP server for querying real estate agents registered with CRECI-SP. Enables se…
35010
milliomics
millimap-mcp Claim
Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
N/A N/A
35011
andyast
MCP server for sharing source-backed engineering memory across AI coding client…
N/A N/A
35012
CSOAI-ORG
self-healing-infrastructure-mcp MCP server by MEOK AI Labs
N/A N/A
35013
knowledgeislands
mcp-gmail Claim
MCP server that connects Claude with Gmail to read, send, delete, and manage me…
N/A N/A
35014
cotton357
Maya MCP Claim
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural …
N/A N/A
35015
AStheTECH
Enables interaction with Polymarket prediction markets through read-only access…
35016
CSOAI-ORG
cybersecurity-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35017 N/A N/A 95
35018
axnet
swap Claim
Axnet Swap: An atomic, Request-First Solana execution layer for AI agents using…
81
35019
fgreve
MCP server exposing Chilean INE (Instituto Nacional de Estadísticas) public API…
81
35020
@Kapeli
dash-mcp-server Claim
N/A N/A 95
35021
pete-builds
Self-hosted UniFi gateway management: VLANs, WLANs, firewall, clients, DHCP, ob…
N/A N/A
35022
hyunhoonj
Enables access to South Korea's Ministry of Gender Equality and Family youth ac…
81
35023
sqllocks-arch
Provides full execution and management capabilities for Microsoft Fabric Data E…
81
35024
Ingest and analyze Terraform modules from multiple repositories for AI RAG syst…
N/A N/A 81
35025
pmarmaroli
vocametrix Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
35026
xiaok
Enable dynamic interaction with Etherscan's blockchain data and services throug…
N/A N/A 95
35027
vinur1992
testing_repo Claim 1
An MCP server that created for demo
N/A N/A 95
35028
MCP server for orchestrating Node.js development servers (backend, frontend, da…
N/A N/A 81
35029
fibonex
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
81
35030
zemloai
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
N/A N/A 95
35031
itsocialist
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
N/A N/A 95
35032
andremir
A simple demonstration MCP server that responds with "4" when greeted with "hel…
N/A N/A 95
35033
strongbeen04
Enables Claude AI to convert, edit, and analyze MuseScore files (.mscz, .musicx…
N/A N/A
35034
doohinkus
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
N/A N/A
35035
tylergibbs1
Provides AI agents access to Medicare coverage policies, prior authorization re…
81
35036
AbYousef739
signalpipe Claim
Agentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf…
35037
CSOAI-ORG
ip-network-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35038
stfade
Moth Claim
A debugging workflow plugin for AI coding agents. Turns terminal failures into …
N/A N/A
35039
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
N/A N/A 81
35040
reichaves
Connects the OpenFEC API to AI assistants for investigating US federal campaign…
35041
danish-mar
Enables searching, discovering, and playing movies from IMDb via a Model Contex…
35042
cuenobi
mcp Claim
N/A N/A 95
35043
poisonstefani-dev
A stdio MCP server for the official Threads API, enabling publishing, reading, …
35044
xiaobenyang-com
Extract and analyze images from files, links, and embedded images to understand…
N/A N/A 95
35045
tangbodie
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
81
35046
rudraneel93
mcp-guardian Claim
Security, cost, and health governance proxy for MCP infrastructure. Enforces YA…
35047
kodey-ai
Upload-Post Claim
Publish videos, photos, and text to all your social channels from one place. Sc…
N/A N/A 95
35048
gyrationtechs
Enables sending emails and managing webhooks through the SendLayer API. Support…
81
35049
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
81
35050
deep-ai-kr
dev-mcp Claim
Browse directories and read files within a safe, configurable root. Pull accura…
N/A N/A 95
Showing 35001–35050 of 35110 servers