MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 2 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44101 |
Miami Friend
Claim
Ask anything and get friendly, Miami-flavored answers. Receive quick tips, expl…
|
— | ||||||||
| 44102 |
design-critique-mcp
Claim
Enables AI assistants to analyze design images for composition, color harmony, …
|
— | ||||||||
| 44103 |
transcode-mcp
Claim
A media transcoding proxy with an MCP control surface for generating optimized …
|
— | ||||||||
| 44104 |
RapidInvoice MCP Server
Claim
Generates professional invoices from Claude Desktop using RapidInvoice and stor…
|
— | ||||||||
| 44105 |
moviefinder-mcp
Claim
An MCP server that wraps The Movie Database (TMDB) API, enabling search for mov…
|
— | ||||||||
| 44106 |
mcp-l402-gate-example
Claim
Minimal MCP server demonstrating L402 pay-per-call with Depth-of-Identity reput…
|
— | ||||||||
| 44107 |
Maya MCP
Claim
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural …
|
— | ||||||||
| 44108 |
hoppscotch-mcp
Claim
Enables automation of Hoppscotch team collections, including OpenAPI sync, code…
|
— | ||||||||
| 44109 |
Enables AI agents to fetch, search, and summarize YouTube video transcripts via…
|
— | ||||||||
| 44110 |
serena-slim
Claim
Token-optimized Serena MCP server for AI assistants, reduces context usage by 5…
|
— | ||||||||
| 44111 |
PyPI Query MCP Server
Claim
A Model Context Protocol server for querying PyPI package information, dependen…
|
— | ||||||||
| 44112 |
OPNsense MCP Server
Claim
A secure MCP server for managing OPNsense firewalls through AI assistants. Prov…
|
— | ||||||||
| 44113 |
CrestronMCP client
Claim
Enables natural language control of Crestron 4-Series AV systems via MCP tools,…
|
— | ||||||||
| 44114 |
An MCP server that enables conversational interaction with Wazuh SIEM, allowing…
|
— | ||||||||
| 44115 |
mcp-code-indexer
Claim
An MCP server that enables AI agents to navigate and understand codebases throu…
|
— | ||||||||
| 44116 |
JSON2TOON MCP Server
Claim
Advanced Token-Optimized Object Notation MCP server that compresses JSON with u…
|
— | ||||||||
| 44117 |
ravendb-mcp
Claim
A Model Context Protocol server that enables AI assistants to interact with Rav…
|
— | ||||||||
| 44118 |
playwright-mcp-mine
Claim
|
— | ||||||||
| 44119 |
RedirHub MCP Server
Claim
Control every redirect from your AI assistant. Create, update, test, and monito…
|
— | ||||||||
| 44120 |
handshake-mcp-server
Claim
Enables AI assistants to connect to Handshake to search jobs, browse employers,…
|
— | ||||||||
| 44121 |
Spotify MCP Server
Claim
Dual-mode tool server for controlling Spotify through terminal or AI assistants…
|
— | ||||||||
| 44122 |
dart-risk-mcp
Claim
Analyzes Korean DART (Financial Supervisory Service) public disclosures to dete…
|
— | ||||||||
| 44123 |
Read-only tools for finding where a small business leaks deals, time, and cash.
|
— | ||||||||
| 44124 |
Web Explorer MCP
Claim
Enables private web search and webpage content extraction using a local SearxNG…
|
— | ||||||||
| 44125 |
mcp-arcgis-leecounty
Claim
Enables AI agents to search and query Lee County GIS open geospatial datasets (…
|
— | ||||||||
| 44126 |
sangsik-gdscript-graph
Claim
A function-level call-graph indexer for GDScript/Godot projects, exposed as an …
|
— | ||||||||
| 44127 |
korral-mcp
Claim
MCP server that lets a Duvo agent talk to Korral's StoreLink API, enabling cate…
|
— | ||||||||
| 44128 |
moomoo-api-mcp
Claim
Enables AI agents to access real-time market data, manage Moomoo trading accoun…
|
— | ||||||||
| 44129 |
japan-transit-mcp
Claim
Enables route planning and transit information retrieval for Japan using the pu…
|
— | ||||||||
| 44130 |
pdf-merger-mcp-server
Claim
Enables uploading, arranging, merging, and downloading PDFs through an MCP-comp…
|
— | ||||||||
| 44131 |
scrapy-mcp
Claim
A headless web-scraping MCP server built on Scrapy, providing tools for polite …
|
— | ||||||||
| 44132 |
MCP Server Creator
Claim
Helps users easily create new MCP servers by providing documentation, templates…
|
— | ||||||||
| 44133 |
mailpit_mcp
Claim
Enables interaction with a local Mailpit instance for capturing and inspecting …
|
— | ||||||||
| 44134 |
Enables interaction with Azure AI Foundry services including model exploration …
|
— | ||||||||
| 44135 |
firecrawl-mcp-server
Claim
Enables web scraping and search with batch support, rate limiting, and flexible…
|
— | ||||||||
| 44136 |
@openar/mcp
Claim
MCP server for Portuguese Parliament open data, enabling AI agents to access le…
|
— | ||||||||
| 44137 |
Comet MCP Server
Claim
Gives Claude a browser that thinks by connecting to Perplexity's Comet browser …
|
— | ||||||||
| 44138 |
YooKassa MCP Server
Claim
MCP server for the YooKassa payment API, enabling AI assistants to manage payme…
|
— | ||||||||
| 44139 |
TTS MCP Server
Claim
Provides Text-to-Speech (TTS) functionality using Google TTS API, enabling audi…
|
— | ||||||||
| 44140 |
mcp-hunter
Claim
Wraps the Hunter.io email finder and verification API, enabling email lookup an…
|
— | ||||||||
| 44141 |
Instagram MCP Server
Claim
A backend server that interacts with the Instagram Graph API to fetch post enga…
|
— | ||||||||
| 44142 |
symbiopulse
Claim
SymbioPulse is an MCP-first context layer for AI coding agents that builds pers…
|
— | ||||||||
| 44143 |
Claude Synergy
Claim
Provides a local, queryable mirror of changelogs from Anthropic and related AI …
|
— | ||||||||
| 44144 |
Engwe N1 Air MCP Server
Claim
Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
|
— | ||||||||
| 44145 |
mcp-me
Claim
Transforms professional data (CV, projects) into MCP tools for LLMs to query, l…
|
— | ||||||||
| 44146 |
Accela MCP
Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
|
— | ||||||||
| 44147 |
Mother MCP
Claim
A unified remote MCP server that integrates multiple advertising, analytics, an…
|
— | ||||||||
| 44148 |
Vibe-Audit
Claim
A multi-agent system that scans a JavaScript or TypeScript source file for unba…
|
— | ||||||||
| 44149 |
site
Claim
Med Spa Cost Checker: the site's own MCP server — dataset, enquiry (enquiry = a…
|
— | ||||||||
| 44150 |
Google Drive MCP Server
Claim
Enables AI agents to efficiently access and process Google Drive documents by c…
|
— | ||||||||