MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 4 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53951 |
clipboard-mcp-server
Claim
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
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| 53952 |
Enables scaffolding and managing Clean Architecture in Next.js projects, provid…
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| 53953 |
trello-mcp-server
Claim
Enables interaction with Trello boards, lists, and cards via MCP clients like C…
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| 53954 |
Context MCP
Claim
Provides AI agents with secure, read-only file system access to analyze and und…
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| 53955 |
@dwsm/changelog-mcp
Claim
Enables safe changelog management for AI assistants with append-only entries, a…
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| 53956 |
soonar-mcp
Claim
Enables searching, viewing, and managing Slovak business leads (companies) via …
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| 53957 |
Complete Vinted MCP and CLI Server
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| 53958 |
tasks
Claim
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| 53959 |
mcp-harvard-art
Claim
Enables searching and retrieving details from the Harvard Art Museums collectio…
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| 53960 |
bitbucket-mcp-server
Claim
Provides read-only access to Bitbucket Server repositories, pull requests, bran…
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| 53961 |
agentpay-feed-mcp
Claim
Real-time agentic newsfeed for MCP tools and capabilities
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| 53962 |
A high-performance, cross-platform MCP server for split-screen window managemen…
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| 53963 |
mcp-malwarebazaar
Claim
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
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| 53964 |
mcp-arcgis-dc
Claim
Enables searching and querying Washington DC's open geospatial datasets (parcel…
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| 53965 |
Axolot MCP Server
Claim
Enables AI assistants to interact with Axolot CMS for content, design tokens, m…
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| 53966 |
mapleflow
Claim
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI throu…
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| 53967 |
myproject
Claim
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| 53968 |
EduChain MCP Server
Claim
Integrates with Claude Desktop to generate educational content such as multiple…
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| 53969 |
memnant
Claim
Persistent memory MCP server that remembers decisions and context across coding…
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| 53970 |
Netlify MCP Server
Claim
MCP server for managing Netlify sites, enabling operations such as creating sit…
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| 53971 |
mcp-aws-cost-anomaly
Claim
AWS Cost Explorer + Anomaly Detection exposed as MCP tools. Surface unusual spe…
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| 53972 |
WebTool MCP Server
Claim
Provides web browsing, multi-engine search, and news retrieval tools for local …
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| 53973 |
tools-server
Claim
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| 53974 |
Obsidianki MCP Server
Claim
Generates flashcards from Obsidian notes using obsidianki, with support for not…
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| 53975 |
@cynicalsally/cli
Claim
Provides brutally honest code reviews, explanations, and refactoring suggestion…
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| 53976 |
Vibe-Coder MCP Server
Claim
Implements a structured development workflow for LLM-based coding with feature …
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| 53977 |
suitecrm-mcp
Claim
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-en…
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| 53978 |
onec-config-mcp
Claim
Enables searching through 1C:Enterprise configuration source code (XML+BSL) wit…
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| 53979 |
Bricolage
Claim
An agentic system that turns free-tier cloud resources into working outcomes. I…
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| 53980 |
Connects AI assistants like Claude and Gemini to Roblox Studio, enabling game s…
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| 53981 |
theHarvester MCP Server
Claim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
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| 53982 |
paean-pay-mcp
Claim
Enables AI agents to send and receive USDC stablecoin payments on Base and Sola…
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| 53983 |
fintablo-mcp
Claim
Read-only MCP server that computes financial answers, such as work-in-progress …
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| 53984 |
Knowledge MCP
Claim
Automatically organizes and merges learned CS knowledge into a graph structure …
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| 53985 |
Enigma MCP Server
Claim
Offers MCP tools for managing a local AI memory vault, including remembering, s…
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| 53986 |
openwebui-mcp-server
Claim
Connects Claude to Open WebUI, enabling chat management, RAG knowledge bases, f…
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| 53987 |
Analyzes GitLab group projects to extract purpose, I/O, dependencies, and datab…
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| 53988 |
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
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| 53989 |
MCP WordPress Server
Claim
Comprehensive MCP server to manage WordPress sites via natural language, enabli…
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| 53990 |
bc-source-mcp
Claim
Exposes structured Microsoft Dynamics 365 Business Central source code (version…
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| 53991 |
mcp-weather-server
Claim
Provides real-time weather, 5-day forecasts, and weather alerts for US states v…
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| 53992 |
slurm_MCP
Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
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| 53993 |
JSON Compare
Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
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| 53994 |
erp-mcp
Claim
Exposes ERP data (production orders, inventory, BOM, customers) to any MCP clie…
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| 53995 |
notipo-app
Claim
WordPress publishing for AI agents. 13 tools to list, create, update, publish, …
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| 53996 |
Rastro MCP
Claim
MCP server for Rastro catalog operations, exposing catalog, service, execution,…
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| 53997 | — | |||||||||
| 53998 |
gmail_mcp
Claim
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| 53999 |
Ruixen MCP Server
Claim
Enables AI assistants to discover, search, and retrieve Ruixen UI components fr…
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| 54000 |
mcp-backend
Claim
MCP server providing backend access to PostgreSQL, Storage (Supabase/S3), Icebe…
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