MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43101 |
starwars
Claim
Provides access to the SWAPI Star Wars API, enabling users to query characters,…
|
— | ||||||||
| 43102 |
kitepass-mcp
Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
|
— | ||||||||
| 43103 |
mcp-ffmpeg
Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
|
— | ||||||||
| 43104 |
setlistify
Claim
An MCP server that fetches real setlists from setlist.fm and creates Spotify pl…
|
— | ||||||||
| 43105 |
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
|
— | ||||||||
| 43106 |
AsyncAPI-MCP
Claim
An MCP server that gives AI assistants access to the AsyncAPI specification - s…
|
— | ||||||||
| 43107 |
MCPacer
Claim
An AI-powered running coach that connects Claude to your Strava data, providing…
|
— | ||||||||
| 43108 |
srgssr-mcp
Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
|
— | ||||||||
| 43109 |
Memory MCP
Claim
Persistent project memory for AI models and coding agents. Memory MCP stores ar…
|
— | ||||||||
| 43110 |
health-check-ai-mcp
Claim
health-check-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 43111 |
mcp-server-youtube
Claim
Enables AI assistants to search videos, read channels, browse playlists, fetch …
|
— | ||||||||
| 43112 |
Coding Tools MCP
Claim
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
|
— | ||||||||
| 43113 |
proxmox-mcp
Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
|
— | ||||||||
| 43114 |
pharma-mcp
Claim
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guid…
|
— | ||||||||
| 43115 |
gitbridge-mcp
Claim
A production-ready MCP bridge server connecting Claude Chat to any GitHub repos…
|
— | ||||||||
| 43116 |
xstocks
Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
|
— | ||||||||
| 43117 |
parecode
Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
|
— | ||||||||
| 43118 |
Finance MCP Server
Claim
Enables financial calculations such as compound interest, loan EMI, and savings…
|
— | ||||||||
| 43119 |
agentic-vision
Claim
Enables LLMs to autonomously analyze camera images for occupational safety viol…
|
— | ||||||||
| 43120 |
Web Search MCP Server
Claim
Provides web search capabilities using the Tavily API, enabling AI models to se…
|
— | ||||||||
| 43121 |
sleep-tracker-ai-mcp
Claim
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 43122 |
LinkShrink MCP
Claim
Privacy-first URL shortener with analytics
|
— | ||||||||
| 43123 |
japan-seasons
Claim
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
|
— | ||||||||
| 43124 |
mcp-fal
Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
|
— | ||||||||
| 43125 |
onchainos MCP Server
Claim
Enables on-chain operations including token search, market data, wallet managem…
|
— | ||||||||
| 43126 |
CoupleHub MCP Server
Claim
Enables couples to manage recipes, meal plans, calendar events, and grocery lis…
|
— | ||||||||
| 43127 |
Generate identity-locked 4K images and 5-second vertical videos from a single r…
|
— | ||||||||
| 43128 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
|
— | ||||||||
| 43129 |
mcp-makefile-server
Claim
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
|
— | ||||||||
| 43130 |
Process Map Server
Claim
Enable AI-powered process analysis, chart generation, and optimization recommen…
|
— | ||||||||
| 43131 |
HuLa-MCP
Claim
为HuLa即时通讯应用提供MCP服务,支持用户、群组和聊天资源的访问以及消息发送等工具操作。
|
— | ||||||||
| 43132 |
quickstart-resources
Claim
|
— | ||||||||
| 43133 |
epiis-mcp-server
Claim
An MCP server for academic management of the EPIIS program, enabling AI-powered…
|
— | ||||||||
| 43134 |
Indian macro-event and sector impact intelligence for MCP workflows.
|
— | ||||||||
| 43135 |
liongard-mcp
Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
|
— | ||||||||
| 43136 |
midjourney-mcp
Claim
Enables Midjourney image generation via PiAPI with daily cost caps, audit logs,…
|
— | ||||||||
| 43137 |
Rezoomex MCP Server
Claim
Enables interaction with the Rezoomex API for project management and user story…
|
— | ||||||||
| 43138 |
tldx-mcp
Claim
An MCP server for tldx that allows AI agents to brainstorm brand names and inst…
|
— | ||||||||
| 43139 |
MCP Brasil API
Claim
Enables LLMs to query Brazilian public data such as CEP, CNPJ, DDD, exchange ra…
|
— | ||||||||
| 43140 |
action1-mcp
Claim
An MCP server for Action1, a cloud-native RMM platform, enabling remote monitor…
|
— | ||||||||
| 43141 |
WJTTC
Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
|
— | ||||||||
| 43142 |
CSV MCP Server
Claim
Enables AI assistants to answer natural language questions about data in CSV fi…
|
— | ||||||||
| 43143 |
RagDocs MCP Server
Claim
Provides RAG capabilities for semantic document search using Qdrant vector data…
|
— | ||||||||
| 43144 |
datto-rmm-mcp
Claim
MCP server for Datto RMM, enabling Claude to interact with devices, sites, aler…
|
— | ||||||||
| 43145 |
@gbs-toolkit/mcp-server
Claim
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
|
— | ||||||||
| 43146 |
Enphase Solar MCP Server
Claim
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
|
— | ||||||||
| 43147 |
Arduino MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
|
— | ||||||||
| 43148 |
api-tester-ai-mcp
Claim
api-tester-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 43149 |
TaskPile
Claim
Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
|
— | ||||||||
| 43150 |
league-of-legends
Claim
Provides real-time access to League of Legends esports data including live matc…
|
— | ||||||||