MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66601 N/A N/A 95
66602
bostrovsky
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
66603
Bbeierle12
A visual web interface and MCP server for managing Claude MCP Skills, enabling …
N/A N/A
66604
skillhub-club
Enables AI assistants to discover, search, and install Claude Code Skills from …
66605
dlasky
Provides graph-based semantic memory storage and retrieval using vector embeddi…
81
66606
synergyai-os
ProductBrain Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
N/A N/A
66607
YawLabs
Manage your Tailscale tailnet - devices, ACLs, DNS, keys, and more - through na…
66608
TatarchenkovAndrey
shopee-mcp Claim
MCP server for searching Shopee products in Singapore or Indonesia and generati…
66609
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
66610
photon-hq
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
66611
wallet-io
keygenix-mcp Claim
Non-custodial TEE key management and signing for AI agents, supporting multiple…
66612
mpazaryna
A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
N/A N/A 95
66613
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
66614
NaveenSharma
anzsco-mcp Claim
Enables AI assistants to search and explore Australian occupation codes (ANZSCO…
66615
sanchez314c
agent-nero Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
N/A N/A
66616
tanish-kr
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
66617
haydary1986
fleet-mcp Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
66618
DojoCodingLabs
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
N/A N/A
66619
b19805652
Image generation MCP server running on Cloudflare Workers, supporting multiple …
66620
laravel
Enables interaction with a read-later and link sharing social feed app, allowin…
66621
sam-david
unreal-mcp Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
N/A N/A
66622
NearIQ
Connects NearIQ competitive intelligence to AI tools like Claude Desktop, Claud…
66623
joshuachestang
Enables natural language access to the Eventbrite API for creating, managing, a…
66624
clauxel
A paid remote MCP for SREGym, built to return verdicts, receipts, usage logs, a…
66625
git-fabric
An AI conversation management layer that enables creating chat sessions, persis…
81
66626
avallavall
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
66627
mfahadiqbalofcl
An MCP server that turns your Sell The Trend account into an AI-drivable produc…
N/A N/A
66628
dalebrubaker
MCP server for searching code via SourceGraph's GraphQL API, enabling fast symb…
66629
ksturgeon-td
tdrest Claim
Enables making REST API calls to Teradata cloud services including Elastic Comp…
66630
BrennerSpear
A CLI wrapper that monitors and captures output from any running command and ex…
N/A N/A
66631
norman2112
bhyve-mcp Claim
Query and control Orbit B-Hyve irrigation systems from MCP-compatible clients l…
66632
Ami3466
Generate production-ready n8n workflows from plain language. Validate, test, a…
N/A N/A 95
66633
MillCityAI
A minimal reference implementation of an MCP server that responds with "Hello, …
81
66634
IceyWu
MCP server that enables AI assistants to read and write Tencent Docs (smart tab…
66635
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools + r…
N/A N/A
66636
NeelContractor
Enables users to add, list, and summarize expenses, and exposes expense categor…
N/A N/A
66637
gurezo
Assists MDN Japanese translation tasks by automating file copying from English …
N/A N/A
66638
RichFerry
A production-grade, extensible Python template for building Model Context Proto…
81
66639
relativismofisico
weather-mcp Claim
Enables querying current weather, 7-day forecast, UV index, and air quality for…
66640
nexgendata-apify
Pulls from public H1B visa filings (Department of Labor LCA database) plus anci…
81
66641
bmage8923
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
81
66642
rajivdatta
An MCP server that finds recent job postings based on your LinkedIn profile, sc…
N/A N/A
66643
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
66644
gull-9mgK
Suprdeck Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
81
66645
cortexc0de
NetMCP Claim
A professional-grade network analysis MCP server that integrates Wireshark/TSha…
66646
bdurrett
A Python-based MCP server that generates creative dad joke prompts on any topic…
N/A N/A
66647
itshen
Enables searching arXiv papers and retrieving full paper content as Markdown, w…
N/A N/A
66648
mark-nelson
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
81
66649
fastmcp-me
Enables natural language querying and management of Snowflake databases, includ…
66650
eleva
A minimal MCP server deployed on AWS Lambda and exposed via API Gateway, enabli…
Showing 66601–66650 of 67181 servers