MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63551
jasonplusproductions-create
Enables publishing and scheduling posts to Buffer via the createPost GraphQL mu…
63552
danielmeppiel
Enables platform engineering workflows via GitHub Copilot, including creating r…
63553
olahol
SSMCP Claim
A stateless HTTP-based protocol for building MCP-compatible servers. Enables ea…
63554
moon0825
Transcribes meeting recordings with speaker diarization and automatic speaker i…
N/A N/A
63555
ucodia
An MCP server that gives AI agents eyes and a robotic arm to compose and iterat…
N/A N/A
63556
tiflux
MCP server for TiFlux that enables ticket, stage, communication, time tracking,…
63557
meimakes
Enables AI assistants to interact with your personal Amazon cart through browse…
N/A N/A
63558
Alexcs24
Provides AI assistants with instant access to comprehensive Medusa.js v2 docume…
N/A N/A
63559
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
63560
mzkrasner
Real-time X/Twitter social intelligence for AI agents and developers, powered b…
63561
berntpopp
hpo-link Claim
MCP server that provides tools for querying the Human Phenotype Ontology (HPO) …
N/A N/A
63562
fastmcp-me
A unified MCP server for biomedical research that connects AI systems to resour…
63563
pipeworx-io
Enables querying Shodan InternetDB for IP address intelligence, such as open po…
63564
kh0pper
Crow Claim
AI-powered project management with persistent memory, encrypted P2P sharing, an…
63565
niksa-KH
Enables LLMs to interact with the Keephub REST API for managing content, tasks,…
63566
tkn-works
Enables management of App Store Connect operations such as listing apps, managi…
63567
luminarylane
Connects MCP clients to the Google Search Console API, enabling search analytic…
63568
NguyenSen
cc-mem-mcp Claim
Lossless, categorized long-term memory for Claude Code (and any MCP client), ba…
63569
BrandonStudio
SearXNG-MCP Claim
Provides a bridge between AI assistants and SearXNG, a privacy-respecting metas…
63570
chaoz23
inkcheck Claim
MCP server for AI agents to compile, playtest, and exhaustively explore ink int…
N/A N/A
63571
srvrsoorg
A basic MCP server that implements a calculate tool for arithmetic operations (…
N/A N/A
63572
vicagbasi
Enables users to analyze, query, and modernize Microsoft SQL Server databases t…
63573
DaCodeChick
GhidraMCP Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
N/A N/A
63574
storypixel
An AI-native Taskwarrior bridge that provides natural language task management …
N/A N/A
63575
produckteavity
A Model Context Protocol (MCP) server that connects AI assistants to your TickT…
N/A N/A
63576
pavanbhatt19
Enables AI assistants to autonomously investigate and manage Sophos Channel Ser…
N/A N/A
63577
eiainano
MCP turns vibe coding into a game. Steam-style achievements for Claude Code, He…
N/A N/A
63578
johangace
Provides sourced, current physical and environmental field-truth (weather, air …
63579
ChristianHohlfeld
Enables automation and external tool interaction with a digital business proces…
N/A N/A
63580
AKzar1el
Provides tools to retrieve the GodPrompt universal system prompt and its compon…
N/A N/A
63581
hellozhenyu88
An MCP server that allows AI agents to publish real-world tasks, match workers,…
N/A N/A
63582
dr34dl10n
Small Python MCP server that provides web search and page fetching tools via Du…
N/A N/A
63583
aryasaatvik
fal-mcp Claim
A Model Context Protocol server for discovering and documenting Fal.ai models, …
63584
ApentengJoseph
Provides structured tools for risk classification, SBAR generation, completenes…
N/A N/A
63585
reiorozco
matchday-mcp Claim
Live football/soccer data from top European leagues, enabling queries for stand…
63586
aryan-agrawal-glean
Enables LLMs and AI assistants to interact with Tilt development environments, …
N/A N/A
63587
sjgant80-hub
Provides tools and resources for the foldkit framework, enabling operations on …
63588
igoyetche
Paperboy Claim
Enables sending Markdown or EPUB content to a Kindle device via MCP. Users can …
63589
connextai
Minimal template MCP server with OAuth login and example tools for building cus…
63590
evokateur
Connects RAG knowledge bases to Claude Desktop and Claude Code, allowing retrie…
N/A N/A
63591
cakrawala-tumbuh
Enables AI clients to browse instruments, items, dimensions, expert assignments…
63592
QUARES-1
Exposes a SQLite database as MCP tools for Dify Cloud, ensuring LLM responses a…
N/A N/A
63593
AtomicIntuition
leads-mcp Claim
Lead generation MCP server for AI agents. Find emails, verify contacts, enrich …
63594
mesheshq
Enables emitting product events, managing workspaces, routing rules, and integr…
63595
SmongsDev
My-Obscura-mcp
N/A N/A
63596
Velmuruganms12
Enterprise support ticket system using FastMCP server with Redis for persistent…
63597
ginkida
dbecho Claim
An MCP server that gives AI agents direct read-only access to PostgreSQL databa…
N/A N/A
63598
fgravin
MCP server for discovering and accessing data from a GeoNetwork 4.x catalog. En…
N/A N/A
63599
FahrenheitResearch
Weather MCP Claim
Provides 12 weather tools for conditions, forecasts, alerts, model imagery, rad…
N/A N/A
63600
volsch
md24de-mcp Claim
Unofficial MCP server for the messdienst24.de utility portal, providing tools t…
Showing 63551–63600 of 67291 servers