MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66601 |
markitdown_mcp_server
Claim
|
— | ||||||||
| 66602 |
TastyTrade MCP Server
Claim
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
|
— | ||||||||
| 66603 |
A visual web interface and MCP server for managing Claude MCP Skills, enabling …
|
— | ||||||||
| 66604 |
@skill-hub/mcp-server
Claim
Enables AI assistants to discover, search, and install Claude Code Skills from …
|
— | ||||||||
| 66605 |
Vec Memory MCP Server
Claim
Provides graph-based semantic memory storage and retrieval using vector embeddi…
|
— | ||||||||
| 66606 |
ProductBrain
Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
|
— | ||||||||
| 66607 |
@yawlabs/tailscale-mcp
Claim
Manage your Tailscale tailnet - devices, ACLs, DNS, keys, and more - through na…
|
— | ||||||||
| 66608 |
shopee-mcp
Claim
MCP server for searching Shopee products in Singapore or Indonesia and generati…
|
— | ||||||||
| 66609 |
GitLab CI MCP Server
Claim
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
|
— | ||||||||
| 66610 |
Photon MCP iMessage
Claim
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
|
— | ||||||||
| 66611 |
keygenix-mcp
Claim
Non-custodial TEE key management and signing for AI agents, supporting multiple…
|
— | ||||||||
| 66612 |
Remote MCP Server
Claim
A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
|
— | ||||||||
| 66613 |
M3
Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
|
— | ||||||||
| 66614 |
anzsco-mcp
Claim
Enables AI assistants to search and explore Australian occupation codes (ANZSCO…
|
— | ||||||||
| 66615 |
agent-nero
Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
|
— | ||||||||
| 66616 |
mcp-server-zipcode-jp
Claim
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
|
— | ||||||||
| 66617 |
fleet-mcp
Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
|
— | ||||||||
| 66618 |
remotion-superpowers
Claim
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
|
— | ||||||||
| 66619 |
Cloudflare Image MCP
Claim
Image generation MCP server running on Cloudflare Workers, supporting multiple …
|
— | ||||||||
| 66620 |
Locket MCP Server
Claim
Enables interaction with a read-later and link sharing social feed app, allowin…
|
— | ||||||||
| 66621 |
unreal-mcp
Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
|
— | ||||||||
| 66622 |
NearIQ MCP Server
Claim
Connects NearIQ competitive intelligence to AI tools like Claude Desktop, Claud…
|
— | ||||||||
| 66623 |
Eventbrite MCP Server
Claim
Enables natural language access to the Eventbrite API for creating, managing, a…
|
— | ||||||||
| 66624 |
sregymgate-mcp
Claim
A paid remote MCP for SREGym, built to return verdicts, receipts, usage logs, a…
|
— | ||||||||
| 66625 |
@git-fabric/chat
Claim
An AI conversation management layer that enables creating chat sessions, persis…
|
— | ||||||||
| 66626 |
JAOT MCP Server
Claim
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
|
— | ||||||||
| 66627 |
Sell The Trend MCP
Claim
An MCP server that turns your Sell The Trend account into an AI-drivable produc…
|
— | ||||||||
| 66628 |
sourcegraph-mcp
Claim
MCP server for searching code via SourceGraph's GraphQL API, enabling fast symb…
|
— | ||||||||
| 66629 |
tdrest
Claim
Enables making REST API calls to Teradata cloud services including Elastic Comp…
|
— | ||||||||
| 66630 |
server-watch-mcp
Claim
A CLI wrapper that monitors and captures output from any running command and ex…
|
— | ||||||||
| 66631 |
bhyve-mcp
Claim
Query and control Orbit B-Hyve irrigation systems from MCP-compatible clients l…
|
— | ||||||||
| 66632 |
Generate production-ready n8n workflows from plain language.
Validate, test, a…
|
— | ||||||||
| 66633 |
MCP Hello World
Claim
A minimal reference implementation of an MCP server that responds with "Hello, …
|
— | ||||||||
| 66634 |
tencent-docs-mcp
Claim
MCP server that enables AI assistants to read and write Tencent Docs (smart tab…
|
— | ||||||||
| 66635 |
fallscribe-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools + r…
|
— | ||||||||
| 66636 |
Enables users to add, list, and summarize expenses, and exposes expense categor…
|
— | ||||||||
| 66637 |
mdn-translation-ja-mcp
Claim
Assists MDN Japanese translation tasks by automating file copying from English …
|
— | ||||||||
| 66638 |
Production MCP Template
Claim
A production-grade, extensible Python template for building Model Context Proto…
|
— | ||||||||
| 66639 |
weather-mcp
Claim
Enables querying current weather, 7-day forecast, UV index, and air quality for…
|
— | ||||||||
| 66640 |
Pulls from public H1B visa filings (Department of Labor LCA database) plus anci…
|
— | ||||||||
| 66641 |
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
|
— | ||||||||
| 66642 |
mcp-job-search
Claim
An MCP server that finds recent job postings based on your LinkedIn profile, sc…
|
— | ||||||||
| 66643 |
fallclinicpractice-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
|
— | ||||||||
| 66644 |
Suprdeck
Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
|
— | ||||||||
| 66645 |
NetMCP
Claim
A professional-grade network analysis MCP server that integrates Wireshark/TSha…
|
— | ||||||||
| 66646 |
Dad Joke MCP Server
Claim
A Python-based MCP server that generates creative dad joke prompts on any topic…
|
— | ||||||||
| 66647 |
Paper Reader MCP
Claim
Enables searching arXiv papers and retrieving full paper content as Markdown, w…
|
— | ||||||||
| 66648 |
dronelyticsio
Claim
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
|
— | ||||||||
| 66649 |
simple_snowflake_mcp
Claim
Enables natural language querying and management of Snowflake databases, includ…
|
— | ||||||||
| 66650 |
serverless-mcp-server
Claim
A minimal MCP server deployed on AWS Lambda and exposed via API Gateway, enabli…
|
— | ||||||||