MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64101 |
Enables interaction with Canvas courses and assignments through natural languag…
|
— | ||||||||
| 64102 |
MCP server exposing CAST Imaging software architecture insights to AI agents
|
— | ||||||||
| 64103 |
Kiwi MCP
Claim
A unified MCP server that consolidates directives, Python scripts, and knowledg…
|
— | ||||||||
| 64104 |
SharePoint MCP Server
Claim
A lightweight MCP server that enables integration with Microsoft SharePoint, al…
|
— | ||||||||
| 64105 |
groupdocs-merger-mcp
Claim
MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI ag…
|
— | ||||||||
| 64106 |
hoocal
Claim
An AI-agent-managed calendar service with bidirectional Google Calendar and App…
|
— | ||||||||
| 64107 |
websearch
Claim
Web search tool using Serper API (primary) with DuckDuckGo fallback on error or…
|
— | ||||||||
| 64108 |
An MCP server that analyzes GitHub repositories and automatically generates REA…
|
— | ||||||||
| 64109 |
Giphy MCP Server
Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
— | ||||||||
| 64110 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
|
— | ||||||||
| 64111 |
Clado
Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
|
— | ||||||||
| 64112 |
Social media profile enrichment API for AI agents. Look up any social handle or…
|
— | ||||||||
| 64113 |
ai-crawler-policy
Claim
Cloudflare Workers MCP server: ai-crawler-policy
|
— | ||||||||
| 64114 |
Component Library MCP
Claim
An MCP server that scans React and Vue projects, extracts component metadata (p…
|
— | ||||||||
| 64115 |
gRPC MCP Server
Claim
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
|
— | ||||||||
| 64116 |
Tegas AI
Claim
AI video production for marketing and social media: script, scenes, voice-over,…
|
— | ||||||||
| 64117 |
binance-mcp-server
Claim
Provides comprehensive Binance trading capabilities through Claude Desktop, inc…
|
— | ||||||||
| 64118 |
Nausika
Claim
Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorag…
|
— | ||||||||
| 64119 |
Domotz MCP Server
Claim
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
|
— | ||||||||
| 64120 |
Markdown Notes MCP
Claim
Enables managing and searching markdown notes with semantic search, question an…
|
— | ||||||||
| 64121 |
aisle-wedding-mcp
Claim
Search destination wedding venues and vendors worldwide with Aisle. 10 tools fo…
|
— | ||||||||
| 64122 |
OpenLibrary MCP
Claim
Enables searching for books using the OpenLibrary API; provides a search_books …
|
— | ||||||||
| 64123 |
reaper-reapy-mcp
Claim
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
|
— | ||||||||
| 64124 |
self-hosted-pages-mcp
Claim
Enables AI assistants to deploy and manage static websites on EdgeOne Pages via…
|
— | ||||||||
| 64125 |
MCP server exposing CS Executive Services dispatch platform and airplanes.live …
|
— | ||||||||
| 64126 |
civic-superagents
Claim
Enables querying a comprehensive data lake of Italian civic open data, returnin…
|
— | ||||||||
| 64127 |
ZenRent
Claim
**ZenRent MCP** — the UK property management MCP server for landlords.
Connect…
|
— | ||||||||
| 64128 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
|
— | ||||||||
| 64129 |
mcp-news-briefing
Claim
A personalized news briefing MCP server that filters information from RSS, Redd…
|
— | ||||||||
| 64130 |
x402-sms
Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
|
— | ||||||||
| 64131 |
sensations-mergulho
Claim
MCP server for 0001SENSATIONS: 107-level textual descent, append-only trace log…
|
— | ||||||||
| 64132 |
|
— | ||||||||
| 64133 |
mifactory-logic-verifier
Claim
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
|
— | ||||||||
| 64134 |
aws-cost-mcp
Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
|
— | ||||||||
| 64135 |
mcp-server-bigquery-2
Claim
|
— | ||||||||
| 64136 |
OpenMayhem
Claim
Use OpenMayhem text, embedding and media models with explicit cost controls.
|
— | ||||||||
| 64137 |
MCP server for China Railway 12306 ticket availability: schedules and seats by …
|
— | ||||||||
| 64138 |
Provides tools for searching LinkedIn profiles and extracting names, URLs, and …
|
— | ||||||||
| 64139 |
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
|
— | ||||||||
| 64140 |
mt5-mcp
Claim
A local-first MCP server that bridges AI coding agents with MetaTrader 5 for in…
|
— | ||||||||
| 64141 |
remote-mcp
Claim
Agent-first real-time messaging over MCP: self-provision channels, publish, his…
|
— | ||||||||
| 64142 |
mcp-permission-guard
Claim
Intent-based permission system with risk scoring, rule engine, and audit trail …
|
— | ||||||||
| 64143 |
mcp-database-server
Claim
Provides Claude with database access capabilities, supporting SQLite, SQL Serve…
|
— | ||||||||
| 64144 |
mydy-lms
Claim
An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attend…
|
— | ||||||||
| 64145 |
sql-explorer-mcp
Claim
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
|
— | ||||||||
| 64146 |
doc-mcp-server
Claim
Enables AI to efficiently analyze and extract structured data from complex docu…
|
— | ||||||||
| 64147 |
deadends.dev
Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
|
— | ||||||||
| 64148 |
treesitter-mcp
Claim
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
|
— | ||||||||
| 64149 |
mcp_music_server
Claim
MCP server that enables LLMs to search, play, and manage music from multiple pl…
|
— | ||||||||
| 64150 |
discord-ops
Claim
A Discord MCP server with multi-guild project routing, enabling messaging, mode…
|
— | ||||||||