MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42801 |
@yawlabs/tailscale-mcp
Claim
Manage your Tailscale tailnet - devices, ACLs, DNS, keys, and more - through na…
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| 42802 |
Vec Memory MCP Server
Claim
Provides graph-based semantic memory storage and retrieval using vector embeddi…
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| 42803 |
shopee-mcp
Claim
MCP server for searching Shopee products in Singapore or Indonesia and generati…
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| 42804 |
GitLab CI MCP Server
Claim
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
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| 42805 |
ProductBrain
Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
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| 42806 |
Photon MCP iMessage
Claim
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
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| 42807 |
keygenix-mcp
Claim
Non-custodial TEE key management and signing for AI agents, supporting multiple…
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| 42808 |
meok-attestation-verify
Claim
Tiny zero-dependency verifier for MEOK AI Labs compliance attestations (DORA, N…
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| 42809 |
claude-mcp-bridge
Claim
MCP server that lets any agent or MCP host delegate tasks to Claude Code runnin…
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| 42810 |
MCP Database Filesystem
Claim
Enables SQL Server database operations (queries, table management) and file sys…
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| 42811 |
Remote MCP Server
Claim
A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
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| 42812 |
M3
Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
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| 42813 |
anzsco-mcp
Claim
Enables AI assistants to search and explore Australian occupation codes (ANZSCO…
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| 42814 |
agent-nero
Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
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| 42815 |
mcp-server-zipcode-jp
Claim
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
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| 42816 |
AI Travel Planner MCP
Claim
An AI-powered travel planning assistant that fetches live weather, generates pa…
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| 42817 |
restaurant-mcp
Claim
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
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| 42818 |
fleet-mcp
Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
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| 42819 |
remotion-superpowers
Claim
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
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| 42820 |
TokenSaver
Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
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| 42821 |
AskMia eSIM MCP Server
Claim
## AskMia eSIM MCP Server
AskMia MCP Server enables AI agents to search and se…
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| 42822 |
import-guardian
Claim
Catch AI-hallucinated (slopsquatted) npm imports in generated code before npm i…
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| 42823 |
@git-fabric/chat
Claim
An AI conversation management layer that enables creating chat sessions, persis…
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| 42824 |
contextforge-mcp
Claim
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
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| 42825 |
fedlex-mcp
Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
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| 42826 |
bhyve-mcp
Claim
Query and control Orbit B-Hyve irrigation systems from MCP-compatible clients l…
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| 42827 |
tencent-docs-mcp
Claim
MCP server that enables AI assistants to read and write Tencent Docs (smart tab…
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| 42828 |
mdn-translation-ja-mcp
Claim
Assists MDN Japanese translation tasks by automating file copying from English …
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| 42829 |
n8nmcpremote
Claim
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| 42830 |
Enables users to add, list, and summarize expenses, and exposes expense categor…
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| 42831 |
ground-motion
Claim
Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report…
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| 42832 |
Production MCP Template
Claim
A production-grade, extensible Python template for building Model Context Proto…
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| 42833 |
weather-mcp
Claim
Enables querying current weather, 7-day forecast, UV index, and air quality for…
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| 42834 |
sfmc-mcp-server
Claim
MCP Server para Salesforce Marketing Cloud: valida queries do Automation Studio…
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| 42835 |
Dad Joke MCP Server
Claim
A Python-based MCP server that generates creative dad joke prompts on any topic…
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| 42836 |
Inference AIops
Claim
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 …
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| 42837 |
Unpaywall
Claim
Unpaywall MCP — open-access lookup for scholarly papers (free, no key)
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| 42838 |
Paper Reader MCP
Claim
Enables searching arXiv papers and retrieving full paper content as Markdown, w…
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| 42839 |
Pulls from public H1B visa filings (Department of Labor LCA database) plus anci…
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| 42840 |
mcp-job-search
Claim
An MCP server that finds recent job postings based on your LinkedIn profile, sc…
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| 42841 |
Suprdeck
Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
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| 42842 |
fallclinicpractice-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 42843 |
rubberduck-mcp
Claim
Bridges AI assistants with Rubberduck VBA to enable code analysis, module manag…
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| 42844 |
Local MCP server for Bind Protocol — credential parsing, verification, and hash…
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| 42845 |
mvn-mcp-server
Claim
Maven MCP Server enables AI assistants to manage Maven dependencies through nat…
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| 42846 |
calibre-manager
Claim
An MCP server to manage and organize a Calibre ebook library, enabling metadata…
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| 42847 |
htag-spatial
Claim
HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.
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| 42848 |
simple_snowflake_mcp
Claim
Enables natural language querying and management of Snowflake databases, includ…
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| 42849 |
dronelyticsio
Claim
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
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| 42850 |
serverless-mcp-server
Claim
A minimal MCP server deployed on AWS Lambda and exposed via API Gateway, enabli…
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