MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66851 |
superego-mcp
Claim
Superego MCP is an intelligent tool-call review system for AI agents that provi…
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| 66852 |
LACRM MCP Server
Claim
A comprehensive MCP server for Less Annoying CRM providing 87 tools for contact…
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| 66853 |
KiCad MCP Server
Claim
A Model Context Protocol (MCP) server that exposes KiCad PCB design automation …
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| 66854 |
Siril MCP Server
Claim
An MCP server that integrates with Siril astronomical image processing software…
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| 66855 |
es-mcp
Claim
Enables querying Elasticsearch logs from AI assistants using natural language, …
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| 66856 |
Enables Claude Desktop to search and retrieve jurisprudence from the Tribunal d…
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| 66857 |
MCP Registry Search
Claim
Enables semantic and full-text search over the official Model Context Protocol …
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| 66858 |
MCP Canvas Dev
Claim
A Model Context Protocol (MCP) server for Canvas Medical API/SDK development as…
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| 66859 |
Search coding challenge solutions by keyword and optionally filter by programmi…
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| 66860 |
vsc-mcp
Claim
Enables interaction with VSCode and its forks like Cursor and Windsurf, support…
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| 66861 |
ChatGPT Local Agent MCP
Claim
This MCP server gives ChatGPT controlled access to your Windows PC, enabling it…
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| 66862 |
brain-mcp
Claim
Connects claude.ai to a private GitHub repo of markdown files as a personal sec…
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| 66863 |
mcp-server-template
Claim
A FastAPI + FastMCP integrated template for quickly building MCP servers that e…
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| 66864 |
mcp-atlassian
Claim
Enables interaction with Atlassian Confluence and Jira through natural language…
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| 66865 |
odoo-model-mcp
Claim
Enables querying Odoo's model registry (fields, inheritance, methods) without a…
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| 66866 |
Provides a standardized MCP interface for interacting with HTTP tools and servi…
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| 66867 |
POI 周边搜索 MCP Server
Claim
Enables searching for nearby points of interest (POIs) like restaurants and bus…
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| 66868 |
Bob Demo MCP Server
Claim
A comprehensive MCP server that demonstrates Bob's capabilities through 9 speci…
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| 66869 |
obsidian-writer-mcp
Claim
MCP server that writes to Obsidian vaults via the obsidian-writer HTTP service.…
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| 66870 |
spider-mcp
Claim
An MCP server that enables agents to automate Douyin and Xiaohongshu, including…
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| 66871 |
Hermes Action Bridge
Claim
Delegate real-world actions from Claude Code, Codex, and other agents to Hermes…
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| 66872 |
brainrot
Claim
An MCP server that enables AI assistants to automatically generate vertical 'br…
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| 66873 |
Gives AI assistants access to Google Contacts, supporting listing, searching, c…
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| 66874 |
nextdns-mcp
Claim
Enables AI assistants to manage NextDNS profiles, settings, logs, analytics, an…
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| 66875 |
kusto-mcp
Claim
Enables AI assistants to query Azure Data Explorer using natural language, elim…
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| 66876 |
Flux MCP Server
Claim
Enables AI agents to create, update, list, and delete tasks on a Kanban board v…
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| 66877 |
Suno Autopilot MCP
Claim
An MCP server that enables local AI models to automatically generate lyrics and…
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| 66878 |
Comics MCP
Claim
Model Context Protocol server for comic data sources with plugin architecture, …
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| 66879 |
Delpha Data Quality MCP
Claim
Enables AI-driven data quality operations such as validation, enrichment, and d…
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| 66880 |
lsp-mcp-standalone
Claim
Exposes LSP features (definition, hover, references, etc.) over MCP, spawning a…
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| 66881 |
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of y…
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| 66882 |
mcp-planner-premium
Claim
A self-hosted MCP server that exposes Microsoft Planner Premium structural writ…
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| 66883 |
DataCheck
Claim
Multi-dimensional data quality validation and statistical anomaly detection for…
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| 66884 |
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
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| 66885 |
Fetches GitHub PR comments and intelligently applies fixes directly in workspac…
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| 66886 |
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
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| 66887 |
brave-search
Claim
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| 66888 |
mcp_inventory
Claim
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
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| 66889 |
workiq-mcp-bridge
Claim
Bridges any local agent or LLM to Microsoft Work IQ's remote MCP server for ent…
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| 66890 |
agent-canvas-arena
Claim
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
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| 66891 |
agent-invoice
Claim
Enables agents to generate, track, and manage invoices via MCP tools, with CLI …
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| 66892 |
A Model Context Protocol server that exposes real-time AI news intelligence to …
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| 66893 |
MoyKlass MCP Server
Claim
Enables AI agents to read MoyKlass CRM data through natural language, providing…
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| 66894 |
Awesome MCP Learning
Claim
A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
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| 66895 |
CC Trading Terminal
Claim
An MCP server that lets Claude Code (and other MCP clients) trade crypto, read …
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| 66896 |
Push enriched leads into an Instantly or Smartlead campaign, with ICP gating an…
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| 66897 |
Obsidian MCP Extended
Claim
A comprehensive MCP server for Obsidian with 45 tools across hybrid filesystem-…
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| 66898 |
iPhone MCP
Claim
Enables AI agents to control real iPhones and simulators on macOS, allowing for…
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| 66899 |
codaveri-mcp-server
Claim
MCP server for executing code in various languages via the Codaveri API.
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| 66900 |
machship-mcp
Claim
Integrates the Machship freight management platform with MCP-compatible LLMs, e…
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