MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53401
rwinkler0112
Enables remote MCP access to math tools with OAuth authentication, deployable o…
53402
Alexcs24
Provides AI assistants with instant access to comprehensive Medusa.js v2 docume…
N/A N/A
53403
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
53404
pipeworx-io
mcp-newsdata Claim
Wraps the NewsData.io global news API, enabling AI agents to access and query g…
53405
KaushalKishorMishra
database-mcp Claim
Read-only Text-to-SQL MCP server for PostgreSQL and MySQL that lets users query…
N/A N/A
53406
VoidChecksum
Coursera MCP Claim
Enables AI agents to programmatically interact with Coursera, including enrolli…
N/A N/A
53407
astragenie
Local-first memory daemon for AI coding agents that captures session transcript…
N/A N/A
53408
tiflux
MCP server for TiFlux that enables ticket, stage, communication, time tracking,…
53409
fastmcp-me
A unified MCP server for biomedical research that connects AI systems to resour…
53410
kh0pper
Crow Claim
AI-powered project management with persistent memory, encrypted P2P sharing, an…
53411
niksa-KH
Enables LLMs to interact with the Keephub REST API for managing content, tasks,…
53412
cubicecho
A server that serves reusable markdown skills (instructions, playbooks, referen…
53413
pipeworx-io
Enables querying Shodan InternetDB for IP address intelligence, such as open po…
53414
tkn-works
Enables management of App Store Connect operations such as listing apps, managi…
53415
mzkrasner
Real-time X/Twitter social intelligence for AI agents and developers, powered b…
53416
BrandonStudio
SearXNG-MCP Claim
Provides a bridge between AI assistants and SearXNG, a privacy-respecting metas…
53417
domucchi
peer-cli-mcp Claim
MCP bridge for calling local coding-agent CLIs (Codex, Claude) from another age…
N/A N/A
53418
luminarylane
Connects MCP clients to the Google Search Console API, enabling search analytic…
53419
NguyenSen
cc-mem-mcp Claim
Lossless, categorized long-term memory for Claude Code (and any MCP client), ba…
53420
produckteavity
A Model Context Protocol (MCP) server that connects AI assistants to your TickT…
N/A N/A
53421
pasteai
PasteAI Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
53422
chaoz23
inkcheck Claim
MCP server for AI agents to compile, playtest, and exhaustively explore ink int…
N/A N/A
53423
hkopenai
Enables querying of Hong Kong government data on elderly community care service…
53424
miharu8686
An MCP server that enables code review by having two LLMs (Claude and GPT-4o) i…
N/A N/A
53425
DaCodeChick
GhidraMCP Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
N/A N/A
53426
orange521456
ComfyUI MCP Claim
MCP server that connects local ComfyUI to AI agents, enabling natural language …
N/A N/A
53427
storypixel
An AI-native Taskwarrior bridge that provides natural language task management …
N/A N/A
53428
hellozhenyu88
An MCP server that allows AI agents to publish real-world tasks, match workers,…
N/A N/A
53429
lead788
APICK Web Claim
Domain/IP intelligence, web page capture and search APIs
53430
aryasaatvik
fal-mcp Claim
A Model Context Protocol server for discovering and documenting Fal.ai models, …
53431
eiainano
MCP turns vibe coding into a game. Steam-style achievements for Claude Code, He…
N/A N/A
53432
dr34dl10n
Small Python MCP server that provides web search and page fetching tools via Du…
N/A N/A
53433
ChristianHohlfeld
Enables automation and external tool interaction with a digital business proces…
N/A N/A
53434
AKzar1el
Provides tools to retrieve the GodPrompt universal system prompt and its compon…
N/A N/A
53435
connextai
Minimal template MCP server with OAuth login and example tools for building cus…
53436
ApentengJoseph
Provides structured tools for risk classification, SBAR generation, completenes…
N/A N/A
53437
sjgant80-hub
Provides tools and resources for the foldkit framework, enabling operations on …
53438
reiorozco
matchday-mcp Claim
Live football/soccer data from top European leagues, enabling queries for stand…
53439
evokateur
Connects RAG knowledge bases to Claude Desktop and Claude Code, allowing retrie…
N/A N/A
53440
cakrawala-tumbuh
Enables AI clients to browse instruments, items, dimensions, expert assignments…
53441
aryan-agrawal-glean
Enables LLMs and AI assistants to interact with Tilt development environments, …
N/A N/A
53442
nanameru
substack-mcp Claim
MCP server for Substack that lets Claude Code create drafts, upload images, set…
53443
igoyetche
Paperboy Claim
Enables sending Markdown or EPUB content to a Kindle device via MCP. Users can …
53444
fgravin
MCP server for discovering and accessing data from a GeoNetwork 4.x catalog. En…
N/A N/A
53445
davidbenge
This MCP server provides AI coding assistants with curated Adobe developer know…
53446
AtomicIntuition
leads-mcp Claim
Lead generation MCP server for AI agents. Find emails, verify contacts, enrich …
53447
QUARES-1
Exposes a SQLite database as MCP tools for Dify Cloud, ensuring LLM responses a…
N/A N/A
53448
mesheshq
Enables emitting product events, managing workspaces, routing rules, and integr…
53449
SmongsDev
My-Obscura-mcp
N/A N/A
53450
Velmuruganms12
Enterprise support ticket system using FastMCP server with Redis for persistent…
Showing 53401–53450 of 66502 servers