MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38551 |
Linux automation. 92+ MCP tools: windows, input, screenshots, clipboard, print,…
|
— | ||||||||
| 38552 |
currentdt-mcp
Claim
Provides real-time date and time information to AI assistants via the Model Con…
|
— | ||||||||
| 38553 |
mcp-server-dumplingai
Claim
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
|
— | ||||||||
| 38554 |
web-search
Claim
|
— | ||||||||
| 38555 |
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
|
— | ||||||||
| 38556 |
claude-ssh-mcp
Claim
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
|
— | ||||||||
| 38557 |
MCP-Hound
Claim
Enables code search across indexed repositories using regex patterns, with pagi…
|
— | ||||||||
| 38558 |
GitPilot MCP
Claim
An autonomous agent that automates GitHub contributions end-to-end, from issue …
|
— | ||||||||
| 38559 |
Kahuna
Claim
A persistent memory MCP server for AI copilots that automatically surfaces rele…
|
— | ||||||||
| 38560 |
cds-mcp
Claim
MCP server for searching and retrieving documents, metadata, and files from CER…
|
— | ||||||||
| 38561 |
ccboot-mcp-server
Claim
Generate and manage Claude Code configs: CLAUDE.md, skills, agents, hooks, and …
|
— | ||||||||
| 38562 |
wow-casc-mcp-server
Claim
MCP server for reading World of Warcraft client files via CASC storage, enablin…
|
— | ||||||||
| 38563 |
Profit calculator, inventory health checks, COGS breakdown, tax deductions, reo…
|
— | ||||||||
| 38564 |
CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federat…
|
— | ||||||||
| 38565 |
Hostsmith MCP Server
Claim
Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
|
— | ||||||||
| 38566 |
Persistent long-term memory for Claude Desktop / Claude Code, backed by Evoluti…
|
— | ||||||||
| 38567 |
Trello MCP Server
Claim
Provides tools for managing Trello boards, lists, and cards via natural languag…
|
— | ||||||||
| 38568 |
MCP Tree Explorer
Claim
A lightweight MCP tool for directory tree visualization in Cursor, with smart f…
|
— | ||||||||
| 38569 |
MCP server for Appium mobile automation on iOS and Android devices with test cr…
|
— | ||||||||
| 38570 |
jlink-mcp
Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
|
— | ||||||||
| 38571 |
soulcraft-mcp
Claim
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
|
— | ||||||||
| 38572 |
An MCP server for multilingual dictionary lookups with word relations such as s…
|
— | ||||||||
| 38573 |
simple-slack-mcp-server
Claim
A simplified MCP server for accessing Slack API, enabling AI assistants to list…
|
— | ||||||||
| 38574 |
superbrain
Claim
Session memory for Claude Code. Auto-captures every session into a plain Obsidi…
|
— | ||||||||
| 38575 |
paraph-mcp
Claim
MCP server for the Paraph e-signature API that enables AI tools to fill PDF for…
|
— | ||||||||
| 38576 |
connector-platform
Claim
100+ pre-built SaaS integrations for builder apps. Multi-tenant, scoped per end…
|
— | ||||||||
| 38577 |
color-ai-mcp
Claim
color-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 38578 |
canvas-mcp
Claim
Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.
|
— | ||||||||
| 38579 |
policy-mcp
Claim
Connects policy documents to Claude.ai via vector search, allowing natural lang…
|
— | ||||||||
| 38580 |
BoltzGen MCP
Claim
Enables AI-powered protein design, including binders, peptides, and custom prot…
|
— | ||||||||
| 38581 |
TOP GUN GEO-Lens
Claim
Brand visibility auditing across LLMs, AI search, and answer engines with GEO r…
|
— | ||||||||
| 38582 |
Targetprocess MCP Server
Claim
Provides tools for interacting with Targetprocess, a project management and agi…
|
— | ||||||||
| 38583 |
Awesome Linux MCP Server
Claim
Enables AI models to securely control remote Linux servers via SSH for command …
|
— | ||||||||
| 38584 |
MCP-Dubai
Claim
An MCP server that provides AI agents with access to Dubai and UAE public data …
|
— | ||||||||
| 38585 |
Great Question
Claim
Run user research from any AI tool. Create studies, recruit participants, query…
|
— | ||||||||
| 38586 |
Complete SSH terminal for Linux with AI/user control and dual-stream visibility
|
— | ||||||||
| 38587 |
test
Claim
|
— | ||||||||
| 38588 |
Latitude.sh MCP Server
Claim
Enables natural language management of Latitude.sh infrastructure, allowing use…
|
— | ||||||||
| 38589 |
gaode
Claim
|
— | ||||||||
| 38590 |
plane-mcp-server
Claim
MCP server for Plane integration, enabling AI agents to interact with Plane API…
|
— | ||||||||
| 38591 |
Trello MCP Server
Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
|
— | ||||||||
| 38592 |
Graphiti MCP Demo
Claim
Enables AI agents to build real-time knowledge graphs using Zep's Graphiti memo…
|
— | ||||||||
| 38593 |
Joplin MCP Server
Claim
MCP server that provides standardized tools for querying and retrieving notes f…
|
— | ||||||||
| 38594 |
Yahoo Finance MCP Server
Claim
Provides real-time stock quotes, market indices, historical data, and financial…
|
— | ||||||||
| 38595 |
32 ferramentas MCP de cálculo fiscal/trabalhista BR (CLT, INSS, IRRF, PJ, finan…
|
— | ||||||||
| 38596 |
MCP Gateway
Claim
A secure bridge that allows Large Language Models (LLMs) to interact with corpo…
|
— | ||||||||
| 38597 |
linkedin-mcp-server
Claim
Local LinkedIn MCP server for posting to LinkedIn from Claude. 9 tools — create…
|
— | ||||||||
| 38598 |
Options Analysis Suite
Claim
Options analytics: 17 pricing models, 17 Greeks, GEX, IV, 23 screeners, unusual…
|
— | ||||||||
| 38599 |
Provides tools for nutrition data retrieval, meal planning, and dietary analysi…
|
— | ||||||||
| 38600 |
mcp-kraken
Claim
An MCP server that exposes the Kraken cryptocurrency exchange Spot REST API ove…
|
— | ||||||||