MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31797
Scored
2112
Verified
16953
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62251
rijul170
Enables AI-powered security operations through natural language, managing endpo…
62252
axiosdevs
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
N/A N/A
62253
chenshuai9101
agent-fde Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
N/A N/A
62254
junter1989k-ai
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
62255
RemseyMailjard
A training MCP server that demonstrates how GitHub Copilot can securely access …
N/A N/A
62256
exomind-team
Unifies MiniMax's multimodal generation, web search, image understanding, audio…
62257
luthersystems
Enables interaction with Buildium property management software through natural …
N/A N/A
62258
przeslijmi
Enables AI assistants to generate realistic, synthetic test data on demand, inc…
62259
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
81
62260
Thatgfsj
Process memory for AI agents and humans that remembers the evolution of a proje…
N/A N/A 95
62261
Fino-wind
vaultbeat Claim
Needs Vaultbeat for iOS (Pro). Your AI agent reads your E2EE Apple Health data,…
N/A N/A
62262
Chrisp671
An Obsidian plugin that provides embedded AI agent terminals and an MCP server …
N/A N/A
62263
GT-dinuo
Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confir…
N/A N/A
62264
NieLubieRudej
engine Claim
Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP ser…
N/A N/A
62265
Vaquill-AI
MCP for CourtListener: US federal and state opinions, dockets, judges, plus eCF…
62266
avidianity
mcp-openapi Claim
Enables AI agents to discover, search, and call any REST API described by an Op…
62267
jensneuhaus
linkding-mcp Claim
A Model Context Protocol (MCP) server for managing bookmarks and tags in linkdi…
N/A N/A
62268
MKirovBG
Scribefy Claim
Search YouTube, get video metadata, and extract timestamped transcripts for AI …
N/A N/A
62269
Aidan-Kay
MCP Nexus Claim
A single MCP endpoint for AI agents to browse, inspect, and call tools from mul…
62270
miqui
yelp-mcp-sdk Claim
Provides Yelp Fusion API access through MCP tools and resources for searching b…
62271
simplebytes-com
whois-mcp Claim
A Model Context Protocol server for performing WHOIS domain lookups directly vi…
N/A N/A
62272
Erenshkigal111
ccg-mcp Claim
Enables Claude Code Desktop to call OpenAI Codex/GPT-5 and Gemini APIs via stdi…
62273
menemy
sideshell Claim
AI sidecar terminal — let Claude/Cursor run commands in a visible, persistent t…
N/A N/A
62274
NexusX-MCP
Enables AI assistants to interact with the Telegram Bot API, allowing them to s…
62275
360CVGroup
FGCLIP-MCP Claim
MCP server for FG-CLIP embedding services enabling multi-modal similarity compu…
62276
WRG-11
A self-hostable, vulnerable-by-design MCP server for learning how object-level …
N/A N/A
62277
oracle42
Unified swap/bridge/LLM gateway for autonomous agents across EVM + Solana. Inte…
N/A N/A 95
62278
cchesebro-prog
A remote MCP server that connects Claude to Acumatica ERP 2025 R2 with per-user…
62279
XMV-Solutions-GmbH
MCP server that enables AI agents to read, edit, and manage SharePoint document…
N/A N/A
62280
nayagamez
Wraps Anthropic Claude Code CLI as tools, allowing MCP clients to invoke headle…
N/A N/A
62281
torkian
Enables Claude Desktop to search custom knowledge bases using retrieval-augment…
N/A N/A
62282
GoodwordTeam
mcp Claim
Access your Goodword relationships: contacts, notes, reminders, intros, recomme…
62283
barrettclark
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
N/A N/A
62284
runnel
voog-mcp Claim
MCP server for Voog CMS enabling management of Liquid templates, pages, product…
62285 N/A N/A 95
62286
slawekradzyminski
Starter scaffold for a workshop to build an MCP API testing server, intended to…
N/A N/A
62287
jallen
eurorack Claim
Citation-anchored Eurorack module reference: specs, compatibility, and patch te…
62288
samirsaci
Enables Claude Desktop to perform advanced web scraping and crawling operations…
N/A N/A
62289
Aigen-Protocol
MCP/REST endpoints for token safety scans, honeypot checks, ecosystem stats, an…
62290
dockai
dock-ai Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
81
62291 N/A N/A 95
62292
wei-er582
Self-hosted MCP server that lets ChatGPT work with your local codebase through …
N/A N/A
62293
jmacd867
Wraps FastContext-1.0 as a repo-exploration subagent for Claude Code, enabling …
N/A N/A
62294
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
N/A N/A 95
62295
hyperplexity
Hyperplexity Claim
# Hyperplexity — AI Research Tables with Citations and Confidence Scores **Tur…
81
62296
maoxin1234
Enables AI clients to directly read and write Excel files, including reading st…
N/A N/A
62297 N/A N/A 95
62298
huebnermarketing
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
N/A N/A
62299
Kaleemullah-Younas
Enables LLMs to send and read messages in Discord channels, manage servers, cha…
N/A N/A
62300
we2go
Enables AI coding agents to read, write, and query Google Sheets as a database …
N/A N/A
Showing 62251–62300 of 66455 servers