MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1401 |
MCP server for Claude to access Outlook data via Microsoft Graph API
|
B 80 5⁄4 | ||||||||
| 1402 |
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
|
B 80 5⁄5 | ||||||||
| 1403 |
Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model…
|
B 80 5⁄4 | ||||||||
| 1404 |
An MCP server that automates the migration of WordPress sites into production-r…
|
B 80 5⁄5 | ||||||||
| 1405 |
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
|
B 80 5⁄5 | ||||||||
| 1406 |
A Node.js/TypeScript implementation of a Model Context Protocol server for the …
|
B 80 5⁄5 | ||||||||
| 1407 |
Socratic AI that turns vague problems into structured intent specs — objective,…
|
B 80 5⁄5 | ||||||||
| 1408 |
A growing collection of MCP servers bringing offensive security tools to AI ass…
|
B 80 5⁄4 | ||||||||
| 1409 |
An MCP server that enables AI agents to interact with Wiki.js as a knowledge ba…
|
B 80 5⁄5 | ||||||||
| 1410 |
Official MCP Server to integrate with GROWI APIs.
|
B 80 5⁄5 | ||||||||
| 1411 |
Comprehensive MCP server for SideFX Houdini, offering 168 tools across 19 categ…
|
B 80 5⁄5 | ||||||||
| 1412 |
MCP server that loads and serves skills from a mounted directory with hot reloa…
|
B 80 5⁄4 | ||||||||
| 1413 |
Provides comprehensive Google Calendar integration capabilities allowing AI ass…
|
B 80 5⁄5 | ||||||||
| 1414 |
Declarative AI-native application framework — schema-driven entities, Markdown …
|
B 80 5⁄4 | ||||||||
| 1415 |
Enables AI-driven testing and automation of Tauri desktop applications through …
|
B 80 5⁄5 | ||||||||
| 1416 |
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
|
B 80 5⁄5 | ||||||||
| 1417 |
Enables fast semantic code search and analysis across 15+ programming languages…
|
B 80 5⁄4 | ||||||||
| 1418 |
Git log, diff, blame, branch stats for AI agents
|
B 80 4⁄4 | ||||||||
| 1419 |
Enables reading and sending Gmail messages in headless/remote environments with…
|
B 80 5⁄5 | ||||||||
| 1420 |
Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, a…
|
B 80 6⁄6 | ||||||||
| 1421 |
Provides 14 enhanced intelligent search tools for both international platforms …
|
B 80 5⁄4 | ||||||||
| 1422 |
Analytics Coupler.io MCP bridges your business data to AI for fast and smart an…
|
B 80 5⁄5 | ||||||||
| 1423 |
Enables querying, searching, and analyzing Cursor IDE conversation history from…
|
B 80 5⁄4 | ||||||||
| 1424 |
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
|
B 80 5⁄4 | ||||||||
| 1425 |
Alpha Vantage API integration to fetch both stock and crypto information
|
B 80 5⁄5 | ||||||||
| 1426 |
Canadian federal law database — PIPEDA, CASL, cybercrime, corporate law with fu…
|
B 80 5⁄4 | ||||||||
| 1427 |
A git worktree manager that enables AI agents to work on different branches sim…
|
B 80 5⁄4 | ||||||||
| 1428 |
Enables natural language interactions with Salesforce data and metadata, allowi…
|
B 80 5⁄5 | ||||||||
| 1429 |
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
|
B 80 6⁄6 | ||||||||
| 1430 |
Enables AI agents to seamlessly interact with Google Sheets through secure OAut…
|
B 80 5⁄5 | ||||||||
| 1431 |
reddit-mcp-server
|
B 80 5⁄4 | ||||||||
| 1432 |
Enables Claude to use Fabric's AI patterns for content analysis, summarization,…
|
B 80 5⁄5 | ||||||||
| 1433 |
Production-ready MCP server for intelligent handling of large files with smart …
|
B 80 5⁄4 | ||||||||
| 1434 |
Secure MCP server for Request Tracker (RT) ticket management
|
B 80 5⁄5 | ||||||||
| 1435 |
An MCP server that provides AI assistants with team analytics capabilities for …
|
B 80 5⁄5 | ||||||||
| 1436 |
Scan and generate barcodes and QR codes.
|
B 80 5⁄5 | ||||||||
| 1437 |
Fast screenshot capture tool optimized for Claude Vision API. Automatically til…
|
B 80 5⁄4 | ||||||||
| 1438 |
A Model Context Protocol (MCP) server designed to easily dump your codebase con…
|
B 80 5⁄4 | ||||||||
| 1439 |
Model Context Protocol server for Excalidraw diagrams.
|
B 80 5⁄4 | ||||||||
| 1440 |
53 regulatory compliance evidence tools across 3 MCP servers for AI agents. MiC…
|
B 80 5⁄5 | ||||||||
| 1441 |
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
|
B 80 5⁄4 | ||||||||
| 1442 |
py-xiaozhi
Claim
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows,…
|
B 80 5⁄4 | ||||||||
| 1443 |
Enables AI assistants to manage GitHub issues using deterministic priority scor…
|
B 80 5⁄4 | ||||||||
| 1444 |
The dependency bloodhound for AI coding agents.
Hound is a free, open-source M…
|
B 80 5⁄4 | ||||||||
| 1445 |
sl-test
|
B 80 5⁄4 | ||||||||
| 1446 |
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange…
|
B 80 5⁄4 | ||||||||
| 1447 |
X (Twitter) MCP Server
Claim
Enables interaction with X (formerly Twitter), allowing for posting tweets, sea…
|
B 80 5⁄5 | ||||||||
| 1448 |
Read-only MCP server for NetBox that enables LLMs to query NetBox objects (devi…
|
B 80 5⁄4 | ||||||||
| 1449 |
engram-rs
Claim
Hierarchical memory engine for AI agents with automatic decay, promotion, seman…
|
B 80 5⁄4 | ||||||||
| 1450 |
|
B 80 5⁄4 | ||||||||