MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1451 |
Social media search, expert discovery, and analytics across X, Reddit, YouTube,…
|
B 80 5⁄4 | ||||||||
| 1452 |
A Model Context Protocol server providing AI assistants with comprehensive proj…
|
B 80 5⁄5 | ||||||||
| 1453 |
An MCP server that enables AI assistants to navigate, search, and analyze local…
|
B 80 5⁄4 | ||||||||
| 1454 |
Enables building WebAR experiences using natural language through tools for Thr…
|
B 80 5⁄5 | ||||||||
| 1455 |
Secure MCP server for Request Tracker (RT) ticket management
|
B 80 5⁄5 | ||||||||
| 1456 |
Enables comprehensive management of Directus instances through tools for schema…
|
B 80 5⁄5 | ||||||||
| 1457 |
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
|
B 80 5⁄4 | ||||||||
| 1458 |
Indonesian legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄4 | ||||||||
| 1459 |
Provides intelligent semantic code search using local AI embeddings, enabling n…
|
B 80 5⁄5 | ||||||||
| 1460 |
Enables decoding QR codes from images provided as either base64 data URLs or HT…
|
B 80 5⁄5 | ||||||||
| 1461 |
An MCP server implementation that provides tools for retrieving and processing …
|
B 80 5⁄4 | ||||||||
| 1462 |
Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via D…
|
B 80 5⁄4 | ||||||||
| 1463 |
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
|
B 80 5⁄4 | ||||||||
| 1464 |
Enables AI models to generate synthetic data, manage templates and connections,…
|
B 80 5⁄5 | ||||||||
| 1465 |
MCP server for Easy Digital Downloads REST API, enabling access to sales data, …
|
B 80 5⁄4 | ||||||||
| 1466 |
Enables AI assistants to access fresh service provider knowledge, routing rules…
|
B 80 6⁄6 | ||||||||
| 1467 |
Enables sending emails through Microsoft Outlook using the Microsoft Graph API.…
|
B 80 6⁄6 | ||||||||
| 1468 |
Airtable database integration with schema inspection, read and write capabiliti…
|
B 80 5⁄4 | ||||||||
| 1469 |
Enables AI assistants to query Brazilian Senate data including senators, bills,…
|
B 80 5⁄5 | ||||||||
| 1470 |
minima
Claim
On-premises conversational RAG with configurable containers
|
B 80 5⁄4 | ||||||||
| 1471 |
Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder,…
|
B 80 5⁄5 | ||||||||
| 1472 |
EchoVault Memory
Claim
Local-first memory for coding agents; stores decisions, bugs, and context acros…
|
B 80 5⁄4 | ||||||||
| 1473 |
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
|
B 80 5⁄5 | ||||||||
| 1474 |
Enables natural language domain management through Dynadot, supporting domain r…
|
B 80 5⁄5 | ||||||||
| 1475 |
Singapore law database — PDPA, Cybersecurity Act, Computer Misuse Act with full…
|
B 79 5⁄4 | ||||||||
| 1476 |
Enables LLMs to efficiently navigate and analyze large diff files by providing …
|
B 79 5⁄5 | ||||||||
| 1477 |
Enables AI assistants to manage Google Cloud DNS zones and records, supporting …
|
B 79 5⁄5 | ||||||||
| 1478 |
A server that enables interaction with Home Assistant devices and automations t…
|
B 79 5⁄5 | ||||||||
| 1479 |
MCP server for RedTrack affiliate tracking API
|
B 79 4⁄4 | ||||||||
| 1480 |
Provides access to real-time data from the French Basketball Federation (FFBB),…
|
B 79 6⁄6 | ||||||||
| 1481 |
Enables searching Google's Knowledge Graph for real-world entities via two tool…
|
B 79 5⁄4 | ||||||||
| 1482 |
Provides tools to search Airbnb and get listing details.
|
B 79 5⁄5 | ||||||||
| 1483 |
Enables interaction with Trello through direct API passthrough with multi-accou…
|
B 79 5⁄5 | ||||||||
| 1484 |
Costa Rican legislation via MCP — full-text search across statutes and provisio…
|
B 79 5⁄4 | ||||||||
| 1485 |
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
|
B 79 6⁄6 | ||||||||
| 1486 |
Code Intelligence Platform for AI Coding Agents
|
B 79 4⁄4 | ||||||||
| 1487 |
MCP server for uploading local images to Sanity CMS
|
B 79 4⁄4 | ||||||||
| 1488 |
Exposes ProxyPin's local network capture history to MCP-capable clients for sea…
|
B 79 5⁄4 | ||||||||
| 1489 |
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measur…
|
B 79 5⁄4 | ||||||||
| 1490 |
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
|
B 79 5⁄5 | ||||||||
| 1491 |
Portable , scalable , secure AI Agents
|
B 79 5⁄4 | ||||||||
| 1492 |
ComfyUI MCP Server
Claim
Generate and refine AI images/audio/video through natural conversation.
|
B 79 5⁄4 | ||||||||
| 1493 |
Provides policy-driven, auditable SSH access to server fleets for AI assistants…
|
B 79 5⁄5 | ||||||||
| 1494 |
mcp-debug
Claim
Debug and develop MCP servers with hot-swapping, session recording, and playbac…
|
B 79 5⁄4 | ||||||||
| 1495 |
Analyzes your codebase identifying important files based on dependency relation…
|
B 79 5⁄4 | ||||||||
| 1496 |
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
|
B 79 5⁄4 | ||||||||
| 1497 |
MCPlex-AI-v1.0
Claim
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
|
B 79 5⁄4 | ||||||||
| 1498 |
Provides dual-perspective analysis through alternating actor (creator/performer…
|
B 79 5⁄4 | ||||||||
| 1499 |
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
|
B 79 5⁄5 | ||||||||
| 1500 |
Fine-grained control over model context protocol (MCP) clients, servers, and to…
|
B 79 5⁄4 | ||||||||