MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 8 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21351 |
home-memory
Claim
MCP server that lets your AI assistant remember everything about your home.
|
B 70 3⁄3 | ||||||||
| 21352 |
dicom-mcp
Claim
DICOM integration to query, read, and move medical images and reports from PACS…
|
B 70 4⁄4 | ||||||||
| 21353 |
Assess your business's AI automation readiness across 20 industries. Get a pers…
|
B 70 3⁄3 | ||||||||
| 21354 |
The Universal Agent Gateway (UAG) enables in-process agentic automation using F…
|
B 70 3⁄3 | ||||||||
| 21355 |
A multi-agent collaboration platform that provides access to over 1,500 models …
|
B 70 4⁄4 | ||||||||
| 21356 |
MCP server for Pubrio — the glocalized business data layer for AI agents. 50 to…
|
B 70 3⁄3 | ||||||||
| 21357 |
Enables AI agents to access Saudi market data, including company profiles, mark…
|
B 70 3⁄3 | ||||||||
| 21358 |
Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of…
|
B 70 4⁄4 | ||||||||
| 21359 |
dotnet-sherlock-mcp
Claim
.NET assembly introspection MCP server with advanced reflection and type analys…
|
B 70 3⁄3 | ||||||||
| 21360 |
An MCP server that provides full control over iTerm2 terminal sessions on macOS…
|
B 70 3⁄3 | ||||||||
| 21361 |
Enables comprehensive ComfyUI workflow automation including image generation, w…
|
B 70 4⁄4 | ||||||||
| 21362 |
Identifies LEGO parts, sets, and minifigures from local image files using the B…
|
B 70 3⁄3 | ||||||||
| 21363 |
MCP-Plugin-dotnet
Claim
Open-source .NET library/SDK that turns any .NET application into an MCP server…
|
B 70 3⁄3 | ||||||||
| 21364 |
SHAFT browser automation, capture, and offline deterministic failure diagnosis
|
B 70 3⁄3 | ||||||||
| 21365 |
Enables AI agents to manage Minecraft servers through MCSManager, including ins…
|
B 70 4⁄4 | ||||||||
| 21366 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
B 70 3⁄3 | ||||||||
| 21367 |
MCP server for the Krónan grocery store API (Iceland)
|
B 70 3⁄3 | ||||||||
| 21368 |
Enables high-speed native macOS automation for Claude by interacting directly w…
|
B 70 3⁄3 | ||||||||
| 21369 |
Search and contribute to a shared knowledge base of AI-discovered problem-solut…
|
B 70 3⁄3 | ||||||||
| 21370 |
ControlKeel
Claim
Governed MCP workflows with policy validation, findings tracking, and review ga…
|
B 70 3⁄3 | ||||||||
| 21371 |
AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC): N…
|
B 70 3⁄3 | ||||||||
| 21372 |
MCP server for T-Kassa (T-Bank/Tinkoff) payment API. Provides 16 tools for paym…
|
B 70 3⁄3 | ||||||||
| 21373 |
A flexible proxy server that aggregates multiple backend MCP servers into a sin…
|
B 70 4⁄4 | ||||||||
| 21374 |
A multi-agent book-writing MCP server that manages a guarded chapter pipeline (…
|
B 70 3⁄3 | ||||||||
| 21375 |
Fonoster MCP Server
Claim
MCP server that lists applications and phone numbers, and initiates outbound ca…
|
B 70 4⁄4 | ||||||||
| 21376 |
mcp-center
Claim
A centralized platform for managing and connecting MCP servers. MCP Center prov…
|
B 70 4⁄3 | ||||||||
| 21377 |
bundler_mcp
Claim
Enables agents to query local information about dependencies in a Ruby project'…
|
B 70 3⁄3 | ||||||||
| 21378 |
RushDB
Claim
Zero-config graph DB for builders, AI agents, and SaaS teams who move fast
|
B 70 4⁄3 | ||||||||
| 21379 |
Access Shodan's API to enhance your AI assistant's capabilities. Query detailed…
|
B 70 4⁄3 | ||||||||
| 21380 |
macOS Calendar and Reminders MCP server (29 tools). Native Swift EventKit, iClo…
|
B 70 3⁄3 | ||||||||
| 21381 |
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
|
B 70 4⁄3 | ||||||||
| 21382 |
Modular MCP toolbox that gives AI agents controlled access to shell, files, Git…
|
B 70 3⁄3 | ||||||||
| 21383 |
Provides a comprehensive suite of Google Calendar tools featuring 15 interactiv…
|
B 70 4⁄4 | ||||||||
| 21384 |
AI supply chain security scanner with 18 MCP tools. Auto-discovers 20 MCP clien…
|
B 70 4⁄3 | ||||||||
| 21385 |
MCP server for Google Gemini AI - text, image, video, research, and more
|
B 70 4⁄3 | ||||||||
| 21386 |
A high-speed MCP server that enables AI assistants like Claude to interact with…
|
B 70 4⁄4 | ||||||||
| 21387 |
A Python MCP server enabling programmatic interaction with Aseprite for pixel a…
|
B 70 4⁄3 | ||||||||
| 21388 |
mcp-use powered CLI to connect to any MCP server with any LLM, from your termin…
|
B 70 4⁄3 | ||||||||
| 21389 |
A comprehensive Model Context Protocol (MCP) server that provides 37+ intellige…
|
B 70 4⁄4 | ||||||||
| 21390 |
MCP server for YooKassa API enabling payments, refunds, receipts, payouts, webh…
|
B 70 3⁄3 | ||||||||
| 21391 |
MCP server providing X-ray interaction data via xraylib
|
B 70 3⁄3 | ||||||||
| 21392 |
MCP Playwright Server
Claim
Enables AI assistants to control web browsers through Playwright automation, pr…
|
B 70 4⁄3 | ||||||||
| 21393 |
Inject deep domain knowledge into any AI agent
|
B 70 3⁄3 | ||||||||
| 21394 |
An interrupt-aware MCP sidecar for long-running coding agents that detects chan…
|
B 70 3⁄3 | ||||||||
| 21395 |
migrationpilot
Claim
83 rules to catch dangerous PostgreSQL migrations before production. Lock analy…
|
B 70 4⁄3 | ||||||||
| 21396 |
Verified knowledge base for AI agents. Stop hallucinations with certified, sour…
|
B 70 3⁄3 | ||||||||
| 21397 |
MCP server for Word document (.docx) creation and manipulation — the production…
|
B 70 3⁄3 | ||||||||
| 21398 |
Exposes Open WebUI's admin APIs as tools, allowing AI assistants to manage user…
|
B 70 4⁄4 | ||||||||
| 21399 |
Enables AI assistants to interact with Gramps genealogy databases for intellige…
|
B 70 4⁄4 | ||||||||
| 21400 |
Enables interaction with Pylon's customer support platform API to manage users,…
|
B 70 4⁄4 | ||||||||