MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19501 |
|
B 82 4⁄3 | ||||||||
| 19502 |
Snapshot tests for AI tool-call traces: diff, validate, and catch silent regres…
|
B 82 3⁄3 | ||||||||
| 19503 |
telegram-api-mcp
Claim
Ultimate Telegram Bot API MCP server — full v9.6 coverage, meta-mode, rate limi…
|
B 82 3⁄3 | ||||||||
| 19504 |
MCP server for NinjaOne RMM — devices, organizations, alerts, and tickets.
|
B 82 3⁄3 | ||||||||
| 19505 |
Local-first reusable implementation registry for AI agents and versioned widget…
|
B 82 3⁄3 | ||||||||
| 19506 |
x402 micropayments for AI agents — credits-based, no wallets, no blockchain.
|
B 82 3⁄3 | ||||||||
| 19507 |
Cloaked headless browser for AI agents — stealth TLS, smart extraction, SPA fal…
|
B 82 3⁄3 | ||||||||
| 19508 |
Read, write, and manage your reMarkable tablet — browse, upload, create folders…
|
B 82 3⁄3 | ||||||||
| 19509 |
A lightweight, powerful local memory server for AI agents supporting text, enti…
|
B 82 3⁄3 | ||||||||
| 19510 |
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL L…
|
B 82 4⁄3 | ||||||||
| 19511 |
An MCP server that gives AI agents persistent, narrative memory: concepts as no…
|
B 82 3⁄3 | ||||||||
| 19512 |
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
|
B 82 3⁄3 | ||||||||
| 19513 |
clickup-mcp-server
Claim
|
B 82 4⁄3 | ||||||||
| 19514 |
India-first MCP server for NSE/BSE, fundamentals, analytics, and market researc…
|
B 82 3⁄3 | ||||||||
| 19515 |
MCP server for dbatools — exposes SQL Server management commands as MCP tools
|
B 82 3⁄3 | ||||||||
| 19516 |
Enables AI assistants to access and analyze MonarchMoney personal finance data …
|
B 82 4⁄4 | ||||||||
| 19517 |
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits wit…
|
B 82 4⁄3 | ||||||||
| 19518 |
🚀 Active Fork of executeautomation/mcp-playwright
This repository is an activel…
|
B 82 4⁄3 | ||||||||
| 19519 |
AI agent security: prompt injection detection, semantic memory, output scanning…
|
B 82 3⁄3 | ||||||||
| 19520 |
coding cli claude code/github copilot will be able to see context of browser/op…
|
B 82 3⁄3 | ||||||||
| 19521 |
APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode…
|
B 82 3⁄3 | ||||||||
| 19522 |
Provides comprehensive Discord bot automation with 71 tools for messaging, chan…
|
B 82 4⁄4 | ||||||||
| 19523 |
Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It …
|
B 82 3⁄3 | ||||||||
| 19524 |
Local-first personal agentic OS and everything app for coding, knowledge work, …
|
B 82 4⁄3 | ||||||||
| 19525 |
Project memory for Claude: decisions, pipelines, and constraints across convers…
|
B 82 3⁄3 | ||||||||
| 19526 |
MCP server quality scoring and optimization for the agent economy.
|
B 82 3⁄3 | ||||||||
| 19527 |
Connect Claude to QuickBooks Online — query finances, create invoices, run repo…
|
B 82 3⁄3 | ||||||||
| 19528 |
Italian e-invoicing: FatturaPA XML/SDI v1.6.1, 21 MCP tools for B2B and B2G.
|
B 82 3⁄3 | ||||||||
| 19529 |
Manages Google Play Store listing text through the official Android Publisher A…
|
B 82 3⁄3 | ||||||||
| 19530 |
An enhanced fork of the official MCP memory server that enables persistent know…
|
B 82 4⁄3 | ||||||||
| 19531 |
PublishReady: Deterministic writing control with local-first metrics and AI pro…
|
B 82 3⁄3 | ||||||||
| 19532 |
Local task scheduler and worker manager with MCP integration for Claude Desktop.
|
B 82 3⁄3 | ||||||||
| 19533 |
.
|
B 82 3⁄3 | ||||||||
| 19534 |
WeCom (Enterprise WeChat) document operations via MCP: create, read, and edit D…
|
B 82 3⁄3 | ||||||||
| 19535 |
MCP server providing access to 300+ AI models via OpenRouter
|
B 82 3⁄3 | ||||||||
| 19536 |
Turn 40+ data sources into a daily Wall Street-style market briefing, delivered…
|
B 82 3⁄3 | ||||||||
| 19537 |
cURL MCP Server
Claim
Enables LLMs to make HTTP requests using structured cURL commands with support …
|
B 82 4⁄4 | ||||||||
| 19538 |
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
|
B 82 3⁄3 | ||||||||
| 19539 |
Create presentations, documents, and webpages from any MCP-compatible AI assist…
|
B 82 3⁄3 | ||||||||
| 19540 |
agience-core
Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
|
B 81 3⁄3 | ||||||||
| 19541 |
CallRail REST API v3 — 49 tools including full CRUD plus agency aggregation too…
|
B 81 3⁄3 | ||||||||
| 19542 |
Calculate US household employer (nanny) taxes + run payroll via AI agents. All …
|
B 81 3⁄3 | ||||||||
| 19543 |
🇬🇧🏦 MCP server for UK Companies House API - Search companies, retrieve detailed…
|
B 81 4⁄3 | ||||||||
| 19544 |
Connect AI agents across any network — zero config, encrypted, skill-based rout…
|
B 81 3⁄3 | ||||||||
| 19545 |
Email inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex (SPF/…
|
B 81 3⁄3 | ||||||||
| 19546 |
MetaTrader 5 MCP Server
Claim
Enables comprehensive access to the MetaTrader 5 trading platform for retrievin…
|
B 81 4⁄3 | ||||||||
| 19547 |
Visual architecture canvas that updates in real-time. Agents can build, read, a…
|
B 81 3⁄3 | ||||||||
| 19548 |
OpenAPI definitions, converters and LLM function calling schema composer.
|
B 81 4⁄3 | ||||||||
| 19549 |
Manage Pterodactyl and Pelican game server panels through AI. 73 tools for serv…
|
B 81 4⁄4 | ||||||||
| 19550 |
Full-featured ADB MCP server — 198 tools across 44 modules, from UI to baseband.
|
B 81 3⁄3 | ||||||||