MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1451 |
MCP smart contract scanner with NEAR-focused security context.
|
B 80 5⁄4 | ||||||||
| 1452 |
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
|
B 80 5⁄4 | ||||||||
| 1453 |
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
|
B 80 5⁄5 | ||||||||
| 1454 |
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
|
B 80 5⁄4 | ||||||||
| 1455 |
opgg-mcp
Claim
Access real-time gaming data across popular titles like League of Legends, TFT,…
|
B 80 6⁄6 | ||||||||
| 1456 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1457 |
Provides AI assistants with instant access to TypeScript type definitions from …
|
B 80 5⁄4 | ||||||||
| 1458 |
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
|
B 80 5⁄4 | ||||||||
| 1459 |
Model Context Protocol server for Task Management. This allows Claude Desktop (…
|
B 80 5⁄5 | ||||||||
| 1460 |
minima
Claim
On-premises conversational RAG with configurable containers
|
B 80 5⁄4 | ||||||||
| 1461 |
Chilean legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄5 | ||||||||
| 1462 |
Provides deterministic system information and developer utilities including dat…
|
B 80 5⁄5 | ||||||||
| 1463 |
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
|
B 80 5⁄4 | ||||||||
| 1464 |
Terminal Hook
Claim
A VSCode and Cursor extension that captures real-time terminal output and expos…
|
B 80 5⁄4 | ||||||||
| 1465 |
Provides instant, offline access to comprehensive PrestaShop development docume…
|
B 80 5⁄5 | ||||||||
| 1466 |
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
|
B 80 5⁄5 | ||||||||
| 1467 |
Automate the extraction of your codebase context for Large Language Models. Thi…
|
B 80 5⁄4 | ||||||||
| 1468 |
A Node.js package that provides a Model Context Protocol server for converting …
|
B 80 5⁄4 | ||||||||
| 1469 |
Enable AI assistants to seamlessly interact with your Home Assistant smart home…
|
B 80 5⁄5 | ||||||||
| 1470 |
A generic MCP server that dynamically converts OpenAPI-defined REST APIs into t…
|
B 80 5⁄5 | ||||||||
| 1471 |
Pulsar Edit MCP Server
Claim
Enables LLMs to interact with and control the Pulsar text editor through a vari…
|
B 80 5⁄4 | ||||||||
| 1472 |
Connect to Firebird databases to query data, explore schemas, and understand ta…
|
B 80 5⁄4 | ||||||||
| 1473 |
Enable AI models to interact with MySQL databases through a standardized interf…
|
B 80 5⁄5 | ||||||||
| 1474 |
Enables AI assistants to execute shell commands and transfer files via SFTP acr…
|
B 80 5⁄4 | ||||||||
| 1475 |
A unified smart home automation system that enables control and monitoring of M…
|
B 80 5⁄4 | ||||||||
| 1476 |
Integration with gmail and Google Calendar.
|
B 80 5⁄5 | ||||||||
| 1477 |
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
|
B 80 5⁄5 | ||||||||
| 1478 |
Functional Python agent framework with MCP support, enterprise security, immuta…
|
B 80 5⁄4 | ||||||||
| 1479 |
A MCP server for our beloved terminal multiplexer tmux.
|
B 80 5⁄5 | ||||||||
| 1480 |
Give your AI coding assistant ears — capture, analyze, and describe live audio.
|
B 80 4⁄4 | ||||||||
| 1481 |
Provides access to over 200,000 icons from 150+ collections with features for s…
|
B 80 5⁄5 | ||||||||
| 1482 |
MCP stdio server for analyzing YouTube videos with Google Gemini
|
B 80 4⁄4 | ||||||||
| 1483 |
espresso-mcp
|
B 80 5⁄5 | ||||||||
| 1484 |
Provides AI coding assistants with persistent project memory to retain architec…
|
B 80 5⁄4 | ||||||||
| 1485 |
MCP server for Fabric AI patterns
|
B 80 5⁄5 | ||||||||
| 1486 |
MCP server for secure database access (PostgreSQL, MySQL, SQLite)
|
B 80 5⁄4 | ||||||||
| 1487 |
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
|
B 80 6⁄6 | ||||||||
| 1488 |
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
|
B 80 5⁄5 | ||||||||
| 1489 |
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
|
B 80 5⁄5 | ||||||||
| 1490 |
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
|
B 80 5⁄5 | ||||||||
| 1491 |
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
|
B 80 5⁄5 | ||||||||
| 1492 |
Reddit MCP server with full read/write - posts, comments, search, and content c…
|
B 80 5⁄4 | ||||||||
| 1493 |
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
|
B 80 5⁄4 | ||||||||
| 1494 |
A portfolio analysis MCP server that enables AI agents to manage investment por…
|
B 80 5⁄5 | ||||||||
| 1495 |
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
|
B 80 4⁄4 | ||||||||
| 1496 |
A robust Model Control Protocol server that enables AI agents to access real-ti…
|
B 80 5⁄5 | ||||||||
| 1497 |
Enables AI agents to create, manage, and execute API collections, requests, and…
|
B 80 5⁄5 | ||||||||
| 1498 |
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
|
B 80 5⁄5 | ||||||||
| 1499 |
Discover events from Luma — search by category, city, distance, and keywords wi…
|
B 80 4⁄4 | ||||||||
| 1500 |
A growing collection of MCP servers bringing offensive security tools to AI ass…
|
B 80 5⁄4 | ||||||||