MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63901 |
multi-gmail-mcp
Claim
Multi-account Gmail MCP server that lets assistants scan inbox, read threads, d…
|
— | ||||||||
| 63902 |
dynamic-tool-mcp
Claim
A FastMCP server that dynamically loads tools from Python/YAML file pairs, acti…
|
— | ||||||||
| 63903 |
AI HomeDesign MCP
Claim
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
|
— | ||||||||
| 63904 |
Energy Grid MCP Server
Claim
Provides real-time electricity grid data including CO2 intensity, power mix, an…
|
— | ||||||||
| 63905 |
cpp-espace-mcp
Claim
MCP server for accessing the eSpace facilities management API, enabling work or…
|
— | ||||||||
| 63906 |
CzechMedMCP
Claim
An MCP server with 60 tools connecting AI assistants to Czech healthcare databa…
|
— | ||||||||
| 63907 |
Asana MCP Server
Claim
Enables comprehensive Asana workspace management through natural language, supp…
|
— | ||||||||
| 63908 |
Code Index MCP
Claim
Intelligent code indexing and analysis for Large Language Models, enabling adva…
|
— | ||||||||
| 63909 |
Enables publishing content to multiple social media platforms (YouTube, Twitter…
|
— | ||||||||
| 63910 |
TaobaoScraper MCP Server
Claim
An MCP server for scraping product data from Taobao/Tmall and JD.com, providing…
|
— | ||||||||
| 63911 |
Hermes Squad
Claim
Multi-agent AI orchestrator that runs parallel coding agents in isolated sessio…
|
— | ||||||||
| 63912 |
T5Chem MCP Server
Claim
Enables chemical reaction predictions (retrosynthesis, product, reagents), mole…
|
— | ||||||||
| 63913 |
Perplexity Advanced MCP
Claim
Advanced MCP server that uses OpenRouter and Perplexity APIs for enhanced query…
|
— | ||||||||
| 63914 |
mcp-opentargets
Claim
Enables querying disease/target/drug knowledge graph from Open Targets, support…
|
— | ||||||||
| 63915 |
MCP server for retrieving FAQ and glossary from the hotline.finance insurance s…
|
— | ||||||||
| 63916 |
MCP Data Analyst
Claim
Enables natural language querying of SQL databases using AI, supporting multipl…
|
— | ||||||||
| 63917 |
PowerPoint MCP Server
Claim
Enables PowerPoint automation on Windows, including template-based creation, re…
|
— | ||||||||
| 63918 |
HTTP MCP Server
Claim
Enables AI agents to send HTTP requests to any endpoint with full control over …
|
— | ||||||||
| 63919 |
govuk-frontend-mcp
Claim
Exposes GOV.UK Frontend components and Design System patterns and styles as MCP…
|
— | ||||||||
| 63920 |
QMT MCP Server
Claim
Wraps the miniQMT interface to enable AI assistants to query A-share market dat…
|
— | ||||||||
| 63921 |
Enables interaction with Omada Identity Governance and Administration system fo…
|
— | ||||||||
| 63922 |
Video Loom
Claim
Turn audio or text into a finished AI music video: narrative, multi-provider cl…
|
— | ||||||||
| 63923 |
mcp-estat-japan
Claim
Enables querying Japanese government statistics from e-Stat, including metadata…
|
— | ||||||||
| 63924 |
Google Image Search MCP
Claim
Provides tools for searching and downloading images using Google Image Search A…
|
— | ||||||||
| 63925 |
remoet-mcp
Claim
Job search for AI agents. Search tech companies by their real tech stack, star …
|
— | ||||||||
| 63926 |
apple-mcp
Claim
A unified MCP server for macOS native apps, currently supporting Calendar and R…
|
— | ||||||||
| 63927 |
mcp-openapi-demo
Claim
MCP server for the Petstore API enabling LLMs to find pets by status via functi…
|
— | ||||||||
| 63928 |
An MCP server for searching Google Scholar, enabling paper search, author looku…
|
— | ||||||||
| 63929 |
MindPort MCP Server
Claim
Enables AI systems to store and search resources with fuzzy search, regex, and …
|
— | ||||||||
| 63930 |
fieldops
Claim
|
— | ||||||||
| 63931 |
mcp-flow
Claim
A safe, local MCP server that lets Claude drive a controlled software-developme…
|
— | ||||||||
| 63932 |
mcp-server-interview
Claim
Enables managing todo lists and tasks through natural language, supporting crea…
|
— | ||||||||
| 63933 |
project-notes MCP Server
Claim
Lets AI clients store, search, and summarize short notes about a codebase durin…
|
— | ||||||||
| 63934 |
Vulnerable MCP Server
Claim
A deliberately insecure MCP server designed as a pentest lab to demonstrate com…
|
— | ||||||||
| 63935 |
OSU MCP Server
Claim
Provides over 50 tools across 14 categories for accessing Ohio State University…
|
— | ||||||||
| 63936 |
pageindex-local-mcp
Claim
A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…
|
— | ||||||||
| 63937 |
claude-voice-notify
Claim
A multi-provider voice notification MCP server that enables Claude Code to prov…
|
— | ||||||||
| 63938 |
maya-mcp
Claim
Enables control of Autodesk Maya using natural language via Claude and the Mode…
|
— | ||||||||
| 63939 |
cubelife
Claim
Give AI agents a persistent pixel-art character reflecting their state in real …
|
— | ||||||||
| 63940 |
Fetch Http
Claim
Enables fetching HTTP resources through the MCP protocol.
|
— | ||||||||
| 63941 |
aws-cost-mcp
Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
|
— | ||||||||
| 63942 |
Odoo XML-RPC MCP Server
Claim
Enables interaction with Odoo instances via XML-RPC, supporting CRUD operations…
|
— | ||||||||
| 63943 |
GhidrAssistMCP
Claim
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
|
— | ||||||||
| 63944 |
ProofHub MCP Server
Claim
Enables AI assistants to fetch ProofHub task details, comments, and bug tracker…
|
— | ||||||||
| 63945 |
DevTools MCP Server
Claim
A specialized MCP server focused on process management, development server cont…
|
— | ||||||||
| 63946 |
noteker
Claim
Converts handwritten PDF notes into clean Markdown using Claude Vision, with to…
|
— | ||||||||
| 63947 |
AgentLayer MCP Server
Claim
Provides real-time AI infrastructure data including LLM costs, model benchmarks…
|
— | ||||||||
| 63948 |
Glyph Hold MCP
Claim
MCP server that connects Codex and other MCP clients to a running Glyph Hold in…
|
— | ||||||||
| 63949 |
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
|
— | ||||||||
| 63950 |
Enables natural language file operations and intelligent file analysis via MCP,…
|
— | ||||||||