MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21301 |
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
|
B 70 3⁄3 | ||||||||
| 21302 |
Inject deep domain knowledge into any AI agent
|
B 70 3⁄3 | ||||||||
| 21303 |
Connect AI agents to IoT devices — read sensors, send commands, manage ESP32 fl…
|
B 70 3⁄3 | ||||||||
| 21304 |
Enables AI agents to manage Minecraft servers through MCSManager, including ins…
|
B 70 4⁄4 | ||||||||
| 21305 |
An MCP server for managing your repositories on Forgejo/Gitea server.
|
B 70 4⁄4 | ||||||||
| 21306 |
Enables comprehensive ComfyUI workflow automation including image generation, w…
|
B 70 4⁄4 | ||||||||
| 21307 |
AI supply chain security scanner with 18 MCP tools. Auto-discovers 20 MCP clien…
|
B 70 4⁄3 | ||||||||
| 21308 |
Barcode lookup, nutrition search, and product comparison for 3M+ crowd-sourced …
|
B 70 3⁄3 | ||||||||
| 21309 |
Busca 56,000+ médicos verificados en México con cédulas validadas por la SEP
|
B 70 3⁄3 | ||||||||
| 21310 |
Fonoster MCP Server
Claim
MCP server that lists applications and phone numbers, and initiates outbound ca…
|
B 70 4⁄4 | ||||||||
| 21311 |
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP to…
|
B 70 3⁄3 | ||||||||
| 21312 |
Enables Claude to interact with Asana workspaces, tasks and projects through th…
|
B 70 4⁄4 | ||||||||
| 21313 |
toolhive-registry-server
Claim
Discover, govern and control access to MCP servers and agent skills across your…
|
B 70 4⁄3 | ||||||||
| 21314 |
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cl…
|
B 70 4⁄4 | ||||||||
| 21315 |
MCP server for Google Gemini AI - text, image, video, research, and more
|
B 70 4⁄3 | ||||||||
| 21316 |
MCP Playwright Server
Claim
Enables AI assistants to control web browsers through Playwright automation, pr…
|
B 70 4⁄3 | ||||||||
| 21317 |
PokéBattle AI Strategist
Claim
An intelligent Pokémon battle strategy assistant that provides strategic recomm…
|
B 70 4⁄4 | ||||||||
| 21318 |
dotnet-sherlock-mcp
Claim
.NET assembly introspection MCP server with advanced reflection and type analys…
|
B 70 3⁄3 | ||||||||
| 21319 |
tinystruct
Claim
A lightweight, modular Java application framework for web and CLI development, …
|
B 70 3⁄3 | ||||||||
| 21320 |
RushDB
Claim
Zero-config graph DB for builders, AI agents, and SaaS teams who move fast
|
B 70 4⁄3 | ||||||||
| 21321 |
X(Twitter) MCP Server
Claim
Enables creating, managing, and publishing X/Twitter posts, threads, and replie…
|
B 70 4⁄4 | ||||||||
| 21322 |
ms-sentinel-mcp-server
Claim
ms-sentinel-mcp-server
|
B 70 4⁄4 | ||||||||
| 21323 |
Connects Claude to Clio practice management, enabling AI-assisted access to mat…
|
B 70 3⁄3 | ||||||||
| 21324 |
A cloud replacement for mcp-server-filesystem that provides 30 tools for S3, Az…
|
B 70 3⁄3 | ||||||||
| 21325 |
An interrupt-aware MCP sidecar for long-running coding agents that detects chan…
|
B 70 3⁄3 | ||||||||
| 21326 |
AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC). N…
|
B 70 3⁄3 | ||||||||
| 21327 |
MCP server for RetailCRM — orders, customers management via API v5.
|
B 70 3⁄3 | ||||||||
| 21328 |
A flexible proxy server that aggregates multiple backend MCP servers into a sin…
|
B 70 4⁄4 | ||||||||
| 21329 |
Enables real-time solar data from Fronius inverters via Claude, allowing natura…
|
B 70 3⁄3 | ||||||||
| 21330 |
Enables access to Japanese labor and social insurance law data via e-Gov API an…
|
B 70 3⁄3 | ||||||||
| 21331 |
Model Context Protocol server for monitoring Operational Status of major digita…
|
B 70 4⁄4 | ||||||||
| 21332 |
Modular MCP toolbox that gives AI agents controlled access to shell, files, Git…
|
B 70 3⁄3 | ||||||||
| 21333 |
A multi-agent book-writing MCP server that manages a guarded chapter pipeline (…
|
B 70 3⁄3 | ||||||||
| 21334 |
Provides structured access to RealTest backtesting documentation and example sc…
|
B 70 3⁄3 | ||||||||
| 21335 |
A multi-agent collaboration platform that provides access to over 1,500 models …
|
B 70 4⁄4 | ||||||||
| 21336 |
TheCrawler
Claim
Open-source web scraper and extraction MCP server with JavaScript rendering, ma…
|
B 70 3⁄3 | ||||||||
| 21337 |
Authentik MCP provides seamless integration with Authentik's API, supporting bo…
|
B 70 4⁄4 | ||||||||
| 21338 |
MCP server for New Caledonia open data (data.gouv.nc)
|
B 70 3⁄3 | ||||||||
| 21339 |
MCP server for structured methods extraction + reproducibility heuristics on ac…
|
B 70 3⁄3 | ||||||||
| 21340 |
dicom-mcp
Claim
DICOM integration to query, read, and move medical images and reports from PACS…
|
B 70 4⁄4 | ||||||||
| 21341 |
mcp-use powered CLI to connect to any MCP server with any LLM, from your termin…
|
B 70 4⁄3 | ||||||||
| 21342 |
Provides seamless integration with the Thenvoi AI platform, enabling AI agents …
|
B 70 4⁄4 | ||||||||
| 21343 |
Verified knowledge base for AI agents. Stop hallucinations with certified, sour…
|
B 70 3⁄3 | ||||||||
| 21344 |
skunit
Claim
skUnit is a testing tool for AI units, such as IChatClient, MCP Servers and age…
|
B 70 3⁄3 | ||||||||
| 21345 |
Provides AI agents with persistent, searchable memory that survives across conv…
|
B 70 4⁄3 | ||||||||
| 21346 |
Enables AI assistants to manage consignment and retail business operations thro…
|
B 70 4⁄4 | ||||||||
| 21347 |
MCP server for Pubrio — the glocalized business data layer for AI agents. 50 to…
|
B 70 3⁄3 | ||||||||
| 21348 |
An MCP server that provides AI assistants with access to the FirstPromoter affi…
|
B 70 4⁄4 | ||||||||
| 21349 |
lending-contract
Claim
|
B 70 3⁄3 | ||||||||
| 21350 |
Qontinui MCP Server
Claim
Enables AI-driven visual automation by connecting to Qontinui Runner to load wo…
|
B 70 4⁄3 | ||||||||