MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1151 |
Enables semantic code search across multiple repositories using natural languag…
|
B 80 5⁄4 | ||||||||
| 1152 |
Enables AI agents and humans to collaboratively plan and manage tasks with a sh…
|
B 80 5⁄5 | ||||||||
| 1153 |
A read-only MCP server that enables users to query and explore StarRocks databa…
|
B 80 5⁄5 | ||||||||
| 1154 |
Analyze YouTube videos and extract insights using the Gemini Vision API. Get de…
|
B 80 5⁄4 | ||||||||
| 1155 |
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
|
B 80 6⁄6 | ||||||||
| 1156 |
Enables AI models to generate synthetic data, manage templates and connections,…
|
B 80 5⁄5 | ||||||||
| 1157 |
An MCP server that enables Claude to break down complex problems into manageabl…
|
B 80 5⁄5 | ||||||||
| 1158 |
MCP Server for Bear note taking app available as Claude Desktop extension or st…
|
B 80 4⁄4 | ||||||||
| 1159 |
Enables secure filesystem access with privacy controls using .mcpignore files t…
|
B 80 5⁄4 | ||||||||
| 1160 |
gitnexus-stable-ops
Claim
Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …
|
B 80 4⁄4 | ||||||||
| 1161 |
MCP server for SAPUI5/OpenUI5 development
|
B 80 5⁄5 | ||||||||
| 1162 |
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
|
B 80 5⁄4 | ||||||||
| 1163 |
Enables LLMs to read, search, convert, and extract metadata from MDX files, pro…
|
B 80 5⁄4 | ||||||||
| 1164 |
A read-only Model Context Protocol server that enables LLMs to search, list, an…
|
B 80 5⁄4 | ||||||||
| 1165 |
Enables AI assistants to edit Microsoft Word documents live while they are open…
|
B 80 5⁄5 | ||||||||
| 1166 |
Comprehensive MCP server for SideFX Houdini, offering 168 tools across 19 categ…
|
B 80 5⁄5 | ||||||||
| 1167 |
WhatsApp Web MCP Server
|
B 80 5⁄4 | ||||||||
| 1168 |
Read-only MCP server for NetBox that enables LLMs to query NetBox objects (devi…
|
B 80 5⁄4 | ||||||||
| 1169 |
Enables AI assistants to query Brazilian Senate data including senators, bills,…
|
B 80 5⁄5 | ||||||||
| 1170 |
An MCP server that automates the migration of WordPress sites into production-r…
|
B 80 5⁄5 | ||||||||
| 1171 |
A protocol server that enables interaction with self-hosted Supabase instances …
|
B 80 5⁄5 | ||||||||
| 1172 |
A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants…
|
B 80 5⁄4 | ||||||||
| 1173 |
mcp-meme-sticky
|
B 80 5⁄5 | ||||||||
| 1174 |
Enables AI assistants to manage GitHub issues using deterministic priority scor…
|
B 80 5⁄4 | ||||||||
| 1175 |
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange…
|
B 80 5⁄4 | ||||||||
| 1176 |
Socratic AI that turns vague problems into structured intent specs — objective,…
|
B 80 5⁄5 | ||||||||
| 1177 |
Enables reading and sending Gmail messages in headless/remote environments with…
|
B 80 5⁄5 | ||||||||
| 1178 |
Real-time oil, gas, and commodity prices. 40+ energy commodities including Bren…
|
B 80 5⁄4 | ||||||||
| 1179 |
An MCP server that acts as a bridge to SearXNG instances, allowing AI models to…
|
B 80 5⁄5 | ||||||||
| 1180 |
Integration with gmail and Google Calendar.
|
B 80 5⁄5 | ||||||||
| 1181 |
⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities
|
B 80 5⁄5 | ||||||||
| 1182 |
Enables AI assistants to interact with ERPNext/Frappe instances through the RES…
|
B 80 5⁄5 | ||||||||
| 1183 |
Transmission MCP Server
Claim
Provides tools for interacting with the Transmission BitTorrent client via natu…
|
B 80 5⁄4 | ||||||||
| 1184 |
context-engineering
Claim
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
|
B 80 5⁄4 | ||||||||
| 1185 |
Enables sending emails through Microsoft Outlook using the Microsoft Graph API.…
|
B 80 6⁄6 | ||||||||
| 1186 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1187 |
Enables users to manage tasks through a simple JSON file interface. Provides ba…
|
B 80 5⁄4 | ||||||||
| 1188 |
Enables querying, searching, and analyzing Cursor IDE conversation history from…
|
B 80 5⁄4 | ||||||||
| 1189 |
A Model Context Protocol (MCP) server implementation for Gumroad, enabling MCP-…
|
B 80 5⁄5 | ||||||||
| 1190 |
Terminal Hook
Claim
A VSCode and Cursor extension that captures real-time terminal output and expos…
|
B 80 5⁄4 | ||||||||
| 1191 |
A nomad MCP Server (modelcontextprotocol)
|
B 80 5⁄4 | ||||||||
| 1192 |
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task managemen…
|
B 80 5⁄4 | ||||||||
| 1193 |
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
|
B 80 5⁄5 | ||||||||
| 1194 |
A task management MCP server that allows users to create, list, and organize ta…
|
B 80 5⁄4 | ||||||||
| 1195 |
Scan and generate barcodes and QR codes.
|
B 80 5⁄5 | ||||||||
| 1196 |
A Model Context Protocol server providing AI assistants with comprehensive proj…
|
B 80 5⁄5 | ||||||||
| 1197 |
Extracts minimal, relevant code context from multiple programming languages whi…
|
B 80 5⁄4 | ||||||||
| 1198 |
Enables AI assistants to search products, compare prices, and find the best dea…
|
B 80 5⁄5 | ||||||||
| 1199 |
Integrates Brave Search API to enable web, image, video, news, and local busine…
|
B 80 5⁄5 | ||||||||
| 1200 |
Ethiopia legislation via MCP -- full-text search across statutes and provisions
|
B 80 5⁄4 | ||||||||