MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1451 |
A server that consolidates 21+ Obsidian tools into 5 intelligent operations (va…
|
B 80 5⁄4 | ||||||||
| 1452 |
An MCP server that provides AI assistants with team analytics capabilities for …
|
B 80 5⁄5 | ||||||||
| 1453 |
A Model Context Protocol (MCP) server implementation for Gumroad, enabling MCP-…
|
B 80 5⁄5 | ||||||||
| 1454 |
Declarative AI-native application framework — schema-driven entities, Markdown …
|
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 |
Read-only MCP server for NetBox that enables LLMs to query NetBox objects (devi…
|
B 80 5⁄4 | ||||||||
| 1457 |
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
|
B 80 5⁄4 | ||||||||
| 1458 |
Gmail Manager MCP gives Claude Desktop direct access to your Gmail inbox, allow…
|
B 80 5⁄4 | ||||||||
| 1459 |
Enables multi-agent collaboration across different AI assistants and projects b…
|
B 80 5⁄5 | ||||||||
| 1460 |
MCP server for SAPUI5/OpenUI5 development
|
B 80 5⁄5 | ||||||||
| 1461 |
Enables AI assistants to query Brazilian Senate data including senators, bills,…
|
B 80 5⁄5 | ||||||||
| 1462 |
|
B 80 5⁄4 | ||||||||
| 1463 |
Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, a…
|
B 80 6⁄6 | ||||||||
| 1464 |
mcp-calendly
Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
|
B 80 5⁄5 | ||||||||
| 1465 |
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
|
B 80 5⁄5 | ||||||||
| 1466 |
Enables semantic code search across multiple repositories using natural languag…
|
B 80 5⁄4 | ||||||||
| 1467 |
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
|
B 80 5⁄4 | ||||||||
| 1468 |
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
|
B 80 5⁄5 | ||||||||
| 1469 |
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
|
B 80 5⁄4 | ||||||||
| 1470 |
context-engineering
Claim
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
|
B 80 5⁄4 | ||||||||
| 1471 |
Terminal Hook
Claim
A VSCode and Cursor extension that captures real-time terminal output and expos…
|
B 80 5⁄4 | ||||||||
| 1472 |
MCP server for img-src.io Image CDN - upload, transform, and deliver images thr…
|
B 80 5⁄5 | ||||||||
| 1473 |
Social media search, expert discovery, and analytics across X, Reddit, YouTube,…
|
B 80 5⁄4 | ||||||||
| 1474 |
Enables AI agents to launch and manage system processes with strict security co…
|
B 80 5⁄5 | ||||||||
| 1475 |
Web page change tracking with structured diffs. markgrab + snapgrab integration.
|
B 79 4⁄4 | ||||||||
| 1476 |
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
|
B 79 5⁄5 | ||||||||
| 1477 |
An advanced web browsing server enabling headless browser interactions via a se…
|
B 79 5⁄5 | ||||||||
| 1478 |
Gemini-powered MCP server for automated code review, analysis, and documentatio…
|
B 79 5⁄4 | ||||||||
| 1479 |
Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…
|
B 79 5⁄5 | ||||||||
| 1480 |
MySQL Navigator MCP
|
B 79 5⁄4 | ||||||||
| 1481 |
Jinni is a tool to efficiently provide Large Language Models the context of you…
|
B 79 5⁄5 | ||||||||
| 1482 |
Enables efficient editing of structured RBT documents through targeted operatio…
|
B 79 5⁄5 | ||||||||
| 1483 |
AI-powered organization for Google Photos and Drive - auto-organize, find dupli…
|
B 79 5⁄4 | ||||||||
| 1484 |
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
|
B 79 4⁄4 | ||||||||
| 1485 |
Enables AI-assisted reverse engineering in IDA Pro by providing tools to analyz…
|
B 79 5⁄5 | ||||||||
| 1486 |
Access real-time sports data from ESPN through a standardized interface. Get li…
|
B 79 5⁄4 | ||||||||
| 1487 |
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
|
B 79 5⁄4 | ||||||||
| 1488 |
A comprehensive MCP server for stock analysis and trading insights, including s…
|
B 79 5⁄4 | ||||||||
| 1489 |
A Model Context Protocol server that enables secure interaction with Microsoft …
|
B 79 5⁄5 | ||||||||
| 1490 |
Enables AI assistants to interact with Jira Cloud by managing issues, comments,…
|
B 79 5⁄5 | ||||||||
| 1491 |
Portuguese legislation via MCP — full-text search across statutes and provisions
|
B 79 5⁄4 | ||||||||
| 1492 |
create-mcp-app
Claim
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
|
B 79 5⁄4 | ||||||||
| 1493 |
Enables LLMs to scrape, index, and search modern and legacy Salesforce document…
|
B 79 5⁄4 | ||||||||
| 1494 |
Real-time oil, gas, and commodity prices. 174+ commodities, futures, rig counts.
|
B 79 5⁄4 | ||||||||
| 1495 |
ForeverVM
Claim
The sessionless code interpreter.
Securely run AI-generated code in stateful s…
|
B 79 5⁄5 | ||||||||
| 1496 |
Enables LLMs like Claude and ChatGPT to access and manage git-backed Obsidian v…
|
B 79 5⁄4 | ||||||||
| 1497 |
Timezone, dates, cron, timestamps for AI agents
|
B 79 4⁄4 | ||||||||
| 1498 |
Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query…
|
B 79 5⁄4 | ||||||||
| 1499 |
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
|
B 79 5⁄5 | ||||||||
| 1500 |
Provides global geocoding capabilities to convert city names and addresses into…
|
B 79 5⁄5 | ||||||||