MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35751 |
pubnub-mcp
Claim
|
— | ||||||||
| 35752 |
Asana MCP Server
Claim
A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage w…
|
— | ||||||||
| 35753 |
imessage-rich-search
Claim
Enables full-text search of macOS iMessages including link preview metadata. Wo…
|
— | ||||||||
| 35754 |
mcp_log_analyzer
Claim
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
|
— | ||||||||
| 35755 |
mcpserver-luzia
Claim
|
— | ||||||||
| 35756 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
|
— | ||||||||
| 35757 |
fast-html-mcp
Claim
Five-tier MCP server for lightning-fast HTML generation from AI agents.
Assembl…
|
— | ||||||||
| 35758 |
smithery-mcp
Claim
|
— | ||||||||
| 35759 |
gamedev-mcp-server
Claim
Curated game development knowledge for AI coding tools. 144 docs covering MonoG…
|
— | ||||||||
| 35760 |
MCP-Maestro
Claim
Connects AI assistants to the Maestro research framework to orchestrate multi-a…
|
— | ||||||||
| 35761 |
hydite-mcp
Claim
Hydite MCP
|
— | ||||||||
| 35762 |
Search for local businesses worldwide. Structured data optimized for AI agents.…
|
— | ||||||||
| 35763 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
|
— | ||||||||
| 35764 |
|
— | ||||||||
| 35765 |
|
— | ||||||||
| 35766 |
Enable seamless integration with the Hypercore network by exposing its data and…
|
— | ||||||||
| 35767 |
changelog-ai-mcp
Claim
changelog-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 35768 |
Claude IPC MCP
Claim
A robust communication protocol that facilitates seamless messaging between AI …
|
— | ||||||||
| 35769 |
AgentBureau provides the legal and physical infrastructure for AI agents to ope…
|
— | ||||||||
| 35770 |
Research MCP Server
Claim
Enables searching and managing academic papers from arXiv with tools, resources…
|
— | ||||||||
| 35771 |
Resume Optimizer Pro
Claim
Resume Optimizer Pro is resume building and optimization software that enhances…
|
— | ||||||||
| 35772 |
OpenWrt MCP Controller
Claim
Enables management and control of OpenWrt devices via a simple API, including r…
|
— | ||||||||
| 35773 |
vmware-pilot
Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
|
— | ||||||||
| 35774 |
mcp-opendata-swiss
Claim
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
|
— | ||||||||
| 35775 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
|
— | ||||||||
| 35776 |
Point MCP Server
Claim
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
|
— | ||||||||
| 35777 |
DocMCP
Claim
Index any documentation website and search it from AI coding assistants via the…
|
— | ||||||||
| 35778 |
giphy-mcp-server
Claim
Provides tools to search, get trending, random, and translate GIFs using the Gi…
|
— | ||||||||
| 35779 |
anthropic-admin-mcp
Claim
Native MCP server for the Anthropic Admin API: org, workspaces, members, API ke…
|
— | ||||||||
| 35780 |
mcp-canada
Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
|
— | ||||||||
| 35781 |
mcp-istat-it
Claim
Enables querying Italian national statistics (ISTAT) data through natural langu…
|
— | ||||||||
| 35782 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
|
— | ||||||||
| 35783 |
oeo
Claim
|
— | ||||||||
| 35784 |
sentryfrogg-mcp
Claim
|
— | ||||||||
| 35785 |
netskope-mcp
Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
|
— | ||||||||
| 35786 |
LLM Jukebox MCP Server
Claim
Enables LLMs to search, download, and extract information from YouTube music vi…
|
— | ||||||||
| 35787 | — | |||||||||
| 35788 |
mcp-datagov-il
Claim
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
|
— | ||||||||
| 35789 |
vlp-mcp-agent
Claim
MCP server for automating VLP lab VM operations, exposing VM management tools t…
|
— | ||||||||
| 35790 |
mcp-ibge-br
Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
|
— | ||||||||
| 35791 |
Orchestrator MCP Server
Claim
Bridges Claude Code to a Cloud Orchestrator API, providing access to multi-AI c…
|
— | ||||||||
| 35792 |
mcp_project
Claim
|
— | ||||||||
| 35793 |
InBiot MCP Server
Claim
Provides real-time air quality monitoring and historical data analysis for InBi…
|
— | ||||||||
| 35794 |
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
|
— | ||||||||
| 35795 |
Core AI Toolkit - a modular MCP server that extends AI assistants with practica…
|
— | ||||||||
| 35796 |
uniprot-mcp
Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
|
— | ||||||||
| 35797 |
Gmail MCP Server
Claim
Enables AI assistants to interact with Gmail through natural language, supporti…
|
— | ||||||||
| 35798 |
ContextCrumb
Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
|
— | ||||||||
| 35799 |
statfin-fi
Claim
Enables querying Statistics Finland's public statistical database using PxWeb A…
|
— | ||||||||
| 35800 |
mcp-boe-uk
Claim
Enables querying Bank of England statistical data including Bank Rate, SONIA, a…
|
— | ||||||||