MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1201 |
Provides secure, read-only access to Gmail for Claude CLI with label-based filt…
|
B 80 5⁄5 | ||||||||
| 1202 |
Provides Claude Code with programmatic session awareness to track context usage…
|
B 80 5⁄5 | ||||||||
| 1203 |
Enables LLM tools like Claude Desktop to query databases via ODBC connections, …
|
B 80 5⁄4 | ||||||||
| 1204 |
Transmission MCP Server
Claim
Provides tools for interacting with the Transmission BitTorrent client via natu…
|
B 80 5⁄4 | ||||||||
| 1205 |
Financial intelligence: insider trades, SEC filings, 13F holdings, and market s…
|
B 80 6⁄6 | ||||||||
| 1206 |
A Model Context Protocol server that provides secure access to N Lobby school p…
|
B 80 5⁄4 | ||||||||
| 1207 |
Injection molding simulation expertise — materials, process validation, and DFM…
|
B 80 5⁄5 | ||||||||
| 1208 |
Give your AI coding assistant ears — capture, analyze, and describe live audio.
|
B 80 4⁄4 | ||||||||
| 1209 |
An MCP server that enables Claude to break down complex problems into manageabl…
|
B 80 5⁄5 | ||||||||
| 1210 |
An MCP server for tracking student learning via a knowledge graph, with spaced …
|
B 80 5⁄5 | ||||||||
| 1211 |
Codex Peers MCP
Claim
Enables peer discovery and direct messaging between multiple Codex sessions run…
|
B 80 4⁄4 | ||||||||
| 1212 |
Versioned, structured memory for AI agents. Stores facts as keypaths with full …
|
B 80 6⁄6 | ||||||||
| 1213 |
Enables secure execution of shell commands and file operations within isolated …
|
B 80 5⁄5 | ||||||||
| 1214 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1215 |
MCP server for Tekna events and news
|
B 80 4⁄4 | ||||||||
| 1216 |
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
|
B 80 4⁄4 | ||||||||
| 1217 |
|
B 80 5⁄4 | ||||||||
| 1218 |
MCP server that loads and serves skills from a mounted directory with hot reloa…
|
B 80 5⁄4 | ||||||||
| 1219 |
minima
Claim
On-premises conversational RAG with configurable containers
|
B 80 5⁄4 | ||||||||
| 1220 |
Generates SVG diagram files from Mermaid syntax with support for multiple theme…
|
B 80 5⁄4 | ||||||||
| 1221 |
Airtable database integration with schema inspection, read and write capabiliti…
|
B 80 5⁄4 | ||||||||
| 1222 |
Enables AI agents and humans to collaboratively plan and manage tasks with a sh…
|
B 80 5⁄5 | ||||||||
| 1223 |
Enables LLM applications to interact with macOS through AppleScript.
|
B 80 5⁄5 | ||||||||
| 1224 |
MCP server for querying Codecov coverage data with configurable URL support
|
B 80 5⁄4 | ||||||||
| 1225 |
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
|
B 80 5⁄4 | ||||||||
| 1226 |
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
|
B 80 5⁄5 | ||||||||
| 1227 |
Enables AI agents to manage n8n workflow automation instances through tools for…
|
B 80 5⁄5 | ||||||||
| 1228 |
Enables remote control of AI coding assistants (Claude Code/Codex) via Telegram…
|
B 80 5⁄5 | ||||||||
| 1229 |
A unified smart home automation system that enables control and monitoring of M…
|
B 80 5⁄4 | ||||||||
| 1230 |
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
|
B 80 5⁄5 | ||||||||
| 1231 |
X (Twitter) MCP Server
Claim
Enables interaction with X (formerly Twitter), allowing for posting tweets, sea…
|
B 80 5⁄5 | ||||||||
| 1232 |
osv-mcp
Claim
Access the OSV (Open Source Vulnerabilities) database for vulnerability informa…
|
B 80 5⁄5 | ||||||||
| 1233 |
A Knowledge Graph MCP server optimized for LLM context efficiency through compa…
|
B 80 6⁄6 | ||||||||
| 1234 |
Enables Claude to use Fabric's AI patterns for content analysis, summarization,…
|
B 80 5⁄5 | ||||||||
| 1235 |
An integration that allows Claude Desktop to interact with Hacker News using th…
|
B 80 5⁄5 | ||||||||
| 1236 |
MCP server for automated web accessibility scanning with Playwright and Axe-cor…
|
B 80 5⁄4 | ||||||||
| 1237 |
engram-rs
Claim
Hierarchical memory engine for AI agents with automatic decay, promotion, seman…
|
B 80 5⁄4 | ||||||||
| 1238 |
Resume-as-an-Agent (RAAA) or Portfolio-as-an-Agent (PAAA) allows Agents to talk…
|
B 80 5⁄5 | ||||||||
| 1239 |
rtfmbro-mcp
Claim
rtfmbro provides always-up-to-date, version-specific package documentation as c…
|
B 80 6⁄6 | ||||||||
| 1240 |
dynamic-fastmcp
Claim
Dynamic FastMCP extends the Model Context Protocol Python server with context-a…
|
B 80 5⁄4 | ||||||||
| 1241 |
Crash-proof LLM pipelines. Resumes from failure without a database.
|
B 80 5⁄5 | ||||||||
| 1242 |
Enables seamless integration between Large Language Models and Taiga project ma…
|
B 80 5⁄5 | ||||||||
| 1243 |
Declarative AI-native application framework — schema-driven entities, Markdown …
|
B 80 5⁄4 | ||||||||
| 1244 |
MCP server for npm package management, security analysis, and compatibility che…
|
B 80 5⁄5 | ||||||||
| 1245 |
DeepWriter MCP Server
Claim
Provides tools for creating, managing, and generating content for DeepWriter pr…
|
B 80 5⁄5 | ||||||||
| 1246 |
A Model Context Protocol server providing AI assistants with comprehensive proj…
|
B 80 5⁄5 | ||||||||
| 1247 |
|
B 80 5⁄4 | ||||||||
| 1248 |
Provides an LLM-friendly interface to the Massive.com financial data API throug…
|
B 80 5⁄5 | ||||||||
| 1249 |
An MCP server that automates the migration of WordPress sites into production-r…
|
B 80 5⁄5 | ||||||||
| 1250 |
Enables extraction of YouTube video information including metadata (title, desc…
|
B 80 5⁄5 | ||||||||