MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1801 |
A secure JavaScript REPL server that enables executing code snippets in a sandb…
|
B 79 5⁄5 | ||||||||
| 1802 |
A MCP server for interacting with Taiga Project Manager
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B 79 5⁄5 | ||||||||
| 1803 |
Task Orchestration
Claim
Task Orchestration
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B 79 5⁄4 | ||||||||
| 1804 |
An intelligent MCP server that helps development teams maintain high-quality pr…
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B 79 5⁄5 | ||||||||
| 1805 |
Exposes ProxyPin's local network capture history to MCP-capable clients for sea…
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B 79 5⁄4 | ||||||||
| 1806 |
ragmap
Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
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B 79 5⁄4 | ||||||||
| 1807 |
Analyzes git repository metrics to understand team health, development patterns…
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B 79 5⁄4 | ||||||||
| 1808 |
Provides intelligent Tesla vehicle analytics and control through the Tessie API…
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B 79 5⁄5 | ||||||||
| 1809 |
Provides access to Ambivo API endpoints for natural language querying of entity…
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B 79 5⁄5 | ||||||||
| 1810 |
Connects Claude to Amazon Seller Central via the SP-API for natural language qu…
|
B 79 4⁄4 | ||||||||
| 1811 |
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
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B 79 5⁄5 | ||||||||
| 1812 |
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
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B 79 5⁄5 | ||||||||
| 1813 |
Enables AI assistants to validate LPC code and examine compiled bytecode using …
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B 79 5⁄4 | ||||||||
| 1814 |
ComfyUI MCP Server
Claim
Generate and refine AI images/audio/video through natural conversation.
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B 79 5⁄4 | ||||||||
| 1815 |
docs-mcp
Claim
Get authoritative answers about Redpanda documentation and search API reference…
|
B 79 6⁄6 | ||||||||
| 1816 |
An advanced MCP server providing RAG-enabled memory through a knowledge graph w…
|
B 79 5⁄5 | ||||||||
| 1817 |
Turns Model Context Protocol server tools available in AutoGen >= v0.4
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B 79 5⁄4 | ||||||||
| 1818 |
Enables Claude to interact with physical iOS devices running Expo development b…
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B 79 5⁄5 | ||||||||
| 1819 |
AI-native directory visualization with semantic analysis, ultra-compressed form…
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B 79 5⁄4 | ||||||||
| 1820 |
Provides tools to search Airbnb and get listing details.
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B 79 5⁄5 | ||||||||
| 1821 |
19-chain DeFi gateway for AI assistants for Menese Protocol
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B 79 5⁄4 | ||||||||
| 1822 |
Brave Search With Proxy
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B 79 5⁄5 | ||||||||
| 1823 |
A server facilitating web search functionality by utilizing Perplexity AI's API…
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B 79 5⁄5 | ||||||||
| 1824 |
Enables AI assistants to interact with Gremlin-compatible graph databases throu…
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B 79 5⁄5 | ||||||||
| 1825 |
Enables users to generate professional AWS architecture diagrams, sequence diag…
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B 79 5⁄5 | ||||||||
| 1826 |
ai-ops
Claim
AI operations management: 12 specialized agents, task dispatch, and team coordi…
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B 79 5⁄4 | ||||||||
| 1827 |
PraisonAI
Claim
AI Agents Framework with Self Reflection and MCP support
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B 79 5⁄4 | ||||||||
| 1828 |
Costa Rican legislation via MCP — full-text search across statutes and provisio…
|
B 79 5⁄4 | ||||||||
| 1829 |
Enables YouTube content browsing, video searching, and metadata retrieval via t…
|
B 79 5⁄5 | ||||||||
| 1830 |
Enables AI coding assistants to control a persistent Chrome browser through Dev…
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B 79 5⁄5 | ||||||||
| 1831 |
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
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B 79 5⁄4 | ||||||||
| 1832 |
A Model Context Protocol server that extracts embedded data (such as i18n trans…
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B 79 5⁄5 | ||||||||
| 1833 |
Web search that doesn't wreck your AI's memory.
|
B 79 4⁄4 | ||||||||
| 1834 |
MCP server for MigratorXpress — cross-platform database migration with parallel…
|
B 79 5⁄5 | ||||||||
| 1835 |
Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Go…
|
B 79 5⁄5 | ||||||||
| 1836 |
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→…
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B 79 5⁄4 | ||||||||
| 1837 |
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
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B 79 5⁄4 | ||||||||
| 1838 |
An MCP server that provides knowledge about Coordinate Reference Systems (CRS).
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B 79 5⁄4 | ||||||||
| 1839 |
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
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B 79 5⁄5 | ||||||||
| 1840 |
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
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B 79 5⁄5 | ||||||||
| 1841 |
Google News integration with automatic topic categorization, multi-language sup…
|
B 79 5⁄5 | ||||||||
| 1842 |
# 🔥 Firebase Crashlytics MCP Server
[![License: MIT](https://img.shields.io/ba…
|
B 79 5⁄5 | ||||||||
| 1843 |
MCP server for uploading local images to Sanity CMS
|
B 79 4⁄4 | ||||||||
| 1844 |
Enables efficient extraction of specific data from JSON APIs using JSONPath pat…
|
B 79 5⁄5 | ||||||||
| 1845 |
<p align="center">
<img src="https://cdn.simpleicons.org/cardano/0033AD" widt…
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B 79 5⁄4 | ||||||||
| 1846 |
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
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B 79 5⁄5 | ||||||||
| 1847 |
<p align="center">
<img src="https://img.shields.io/badge/MCP-Server-blueviol…
|
B 79 5⁄4 | ||||||||
| 1848 |
Enables AI assistants to securely interact with Charles Schwab accounts through…
|
B 79 5⁄5 | ||||||||
| 1849 |
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
|
B 79 4⁄4 | ||||||||
| 1850 |
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
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B 79 5⁄4 | ||||||||