MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 2 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56651 |
Enables Claude to generate images on demand using the FLUX.1-schnell model, sup…
|
— | ||||||||
| 56652 |
search-movie
Claim
搜索电影和电视剧资源,快速找到最匹配的观看链接。验证链接可播放性,确保点开就能看。批量校验多个候选,节省筛选时间。
|
— | ||||||||
| 56653 |
Video game prices from completed eBay and Vinted sales, by platform, region, ed…
|
— | ||||||||
| 56654 |
HybridS3
Claim
Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agent…
|
— | ||||||||
| 56655 |
Comprehensive MCP server offering password generation, QR code creation, Base64…
|
— | ||||||||
| 56656 |
OpenSpec MCP Server
Claim
Connects OpenSpec specification system to AI coding assistants, enabling automa…
|
— | ||||||||
| 56657 |
MCP Hello World
Claim
A minimal reference implementation of an MCP server that responds with "Hello, …
|
— | ||||||||
| 56658 |
Find the newest viral AI video trend templates and make them from your photos o…
|
— | ||||||||
| 56659 |
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
|
— | ||||||||
| 56660 |
Industrial MCP
Claim
An open-source MCP server that bridges AI models with industrial equipment, sup…
|
— | ||||||||
| 56661 |
mcp-golang-server
Claim
Provides Go language tools for LLMs to analyze, test, and format Go code.
|
— | ||||||||
| 56662 |
Sundr Repair Advisor
Claim
Repair or replace? Get device repair costs, local shops, trade-in values.
|
— | ||||||||
| 56663 |
Enables AI agents like claude.ai to search online marketplaces (e.g., Facebook …
|
— | ||||||||
| 56664 |
JAOT MCP Server
Claim
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
|
— | ||||||||
| 56665 |
Provides controlled access to llms.txt documentation files through MCP tools, a…
|
— | ||||||||
| 56666 |
A Model Context Protocol (MCP) Server that allows AI models to securely interac…
|
— | ||||||||
| 56667 |
rpcclient-mcp
Claim
MCP server for iOS automation via rpcclient, enabling AI agents to connect to i…
|
— | ||||||||
| 56668 |
flightlog
Claim
An MCP server that indexes Claude Code conversation history into SQLite, enabli…
|
— | ||||||||
| 56669 |
next-finance
Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
|
— | ||||||||
| 56670 |
openparliament-ca
Claim
Provides access to Canadian parliamentary data including debates, bills, votes,…
|
— | ||||||||
| 56671 |
Sell The Trend MCP
Claim
An MCP server that turns your Sell The Trend account into an AI-drivable produc…
|
— | ||||||||
| 56672 |
SilentFail
Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
|
— | ||||||||
| 56673 |
Hevy MCP (Remote)
Claim
Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.
|
— | ||||||||
| 56674 |
remote-mcp-linkedin
Claim
Enables read-only extraction of LinkedIn profile data via MCP tools, using a lo…
|
— | ||||||||
| 56675 |
Lad MCP Server
Claim
A project-aware AI design and code review server that uses dual reviewers via O…
|
— | ||||||||
| 56676 |
solenrich
Claim
Solana onchain intelligence for AI agents: wallet risk, due-diligence, perps fu…
|
— | ||||||||
| 56677 |
Orchestra MCP Server
Claim
Enables interaction with the Orchestra API for managing pipelines, runs, logs, …
|
— | ||||||||
| 56678 |
PythonMCP-UEFN
Claim
Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor…
|
— | ||||||||
| 56679 |
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
|
— | ||||||||
| 56680 |
Provides MCP tools for searching, retrieving, and answering questions about ind…
|
— | ||||||||
| 56681 |
directory
Claim
Discover and query every business on ANOTS — search, ask, or find-and-ask over …
|
— | ||||||||
| 56682 |
upwork-mcp
Claim
MCP server for the Upwork GraphQL API enabling job search, contract management,…
|
— | ||||||||
| 56683 |
CasualMarket
Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
|
— | ||||||||
| 56684 |
Engram
Claim
Persistent, verbatim, searchable memory for AI assistants — one memory across e…
|
— | ||||||||
| 56685 |
oracle-sqlplus-mcp
Claim
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
|
— | ||||||||
| 56686 |
compaction-mcp
Claim
Brings Claude Code's context compaction to any MCP host, enabling agents to gau…
|
— | ||||||||
| 56687 |
aifordatabase-mcp
Claim
Give your AI agent safe, plain-English access to any database via MCP. Ask ques…
|
— | ||||||||
| 56688 |
canvas-mcp
Claim
Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.
|
— | ||||||||
| 56689 |
Homey-Wan-Kenobi MCP
Claim
MCP server for Homey Pro: 60 tools for devices, flows, energy, and Z-Wave/Zigbe…
|
— | ||||||||
| 56690 |
repo-graphrag-mcp
Claim
An MCP server that builds a knowledge graph from code and text documents, enabl…
|
— | ||||||||
| 56691 |
surna-mcp
Claim
Design and manage eLearning courses on Surna using your choice of Agentic AI sy…
|
— | ||||||||
| 56692 |
mcp-mysql
Claim
Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases…
|
— | ||||||||
| 56693 |
n8n-mcpmcp3
Claim
|
— | ||||||||
| 56694 |
Enables AI-powered Kubernetes management using natural language, supporting kub…
|
— | ||||||||
| 56695 |
Gmail MCP Server
Claim
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
|
— | ||||||||
| 56696 |
autocad-mcp
Claim
Enables LLMs like Claude to create and edit AutoCAD drawings via natural langua…
|
— | ||||||||
| 56697 |
feedthrough
Claim
In-browser debug bridge that injects into your running web app, so an agent can…
|
— | ||||||||
| 56698 |
Indonesian news for AI agents: headlines, keyword search, coverage summaries. F…
|
— | ||||||||
| 56699 |
arch-drawing-analyzer
Claim
Enables Claude to read and analyze large architectural drawing PDFs by slicing …
|
— | ||||||||
| 56700 |
GraphRAG MCP Server
Claim
Enables AI agents to access detailed research findings, implementation patterns…
|
— | ||||||||