MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19451 |
Contact manager for AI agents with company, tags, and full-text search. Reads a…
|
B 83 3⁄3 | ||||||||
| 19452 |
|
B 83 3⁄3 | ||||||||
| 19453 |
Turn 40+ data sources into a daily Wall Street-style market briefing, delivered…
|
B 82 3⁄3 | ||||||||
| 19454 |
An enhanced fork of the official MCP memory server that enables persistent know…
|
B 82 4⁄3 | ||||||||
| 19455 |
Manages Google Play Store listing text through the official Android Publisher A…
|
B 82 3⁄3 | ||||||||
| 19456 |
MCP server providing access to 300+ AI models via OpenRouter
|
B 82 3⁄3 | ||||||||
| 19457 |
Italian e-invoicing: FatturaPA XML/SDI v1.6.1, 21 MCP tools for B2B and B2G.
|
B 82 3⁄3 | ||||||||
| 19458 |
.
|
B 82 3⁄3 | ||||||||
| 19459 |
cURL MCP Server
Claim
Enables LLMs to make HTTP requests using structured cURL commands with support …
|
B 82 4⁄4 | ||||||||
| 19460 |
WeCom (Enterprise WeChat) document operations via MCP: create, read, and edit D…
|
B 82 3⁄3 | ||||||||
| 19461 |
Job search and ranking pipeline via MCP for Claude Desktop.
|
B 82 3⁄3 | ||||||||
| 19462 |
Create presentations, documents, and webpages from any MCP-compatible AI assist…
|
B 82 3⁄3 | ||||||||
| 19463 |
|
B 82 3⁄3 | ||||||||
| 19464 |
MCP server for Apple Notes with semantic search (on-device embeddings via all-M…
|
B 82 3⁄3 | ||||||||
| 19465 |
Structured-output enforcer: extract and validate JSON from messy LLM text.
|
B 82 3⁄3 | ||||||||
| 19466 |
Project memory for Claude: decisions, pipelines, and constraints across convers…
|
B 82 3⁄3 | ||||||||
| 19467 |
Enables AI assistants to access and analyze MonarchMoney personal finance data …
|
B 82 4⁄4 | ||||||||
| 19468 |
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits wit…
|
B 82 4⁄3 | ||||||||
| 19469 |
Provides comprehensive Discord bot automation with 71 tools for messaging, chan…
|
B 82 4⁄4 | ||||||||
| 19470 |
apple-reminders
Claim
Fast, native macOS Apple Reminders via EventKit. 10-200x faster than AppleScrip…
|
B 82 3⁄3 | ||||||||
| 19471 |
Canny MCP Server for Canny API integration with AI Assistants. Features Jira li…
|
B 82 4⁄3 | ||||||||
| 19472 |
PublishReady: Deterministic writing control with local-first metrics and AI pro…
|
B 82 3⁄3 | ||||||||
| 19473 |
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
|
B 82 3⁄3 | ||||||||
| 19474 |
Local-first reusable implementation registry for AI agents and versioned widget…
|
B 82 3⁄3 | ||||||||
| 19475 |
India-first MCP server for NSE/BSE, fundamentals, analytics, and market researc…
|
B 82 3⁄3 | ||||||||
| 19476 |
MCP server for dbatools — exposes SQL Server management commands as MCP tools
|
B 82 3⁄3 | ||||||||
| 19477 |
Audit MCP servers from inside Claude Code. 10 OWASP checks, A-F grade, live lea…
|
B 82 3⁄3 | ||||||||
| 19478 |
SEO analysis - meta tags, keywords, links, page speed
|
B 82 3⁄3 | ||||||||
| 19479 |
AI agent security: prompt injection detection, semantic memory, output scanning…
|
B 82 3⁄3 | ||||||||
| 19480 |
Cloaked headless browser for AI agents — stealth TLS, smart extraction, SPA fal…
|
B 82 3⁄3 | ||||||||
| 19481 |
Governed memory for coding agents. Trust lifecycle, conflict detection, health …
|
B 82 3⁄3 | ||||||||
| 19482 |
|
B 82 3⁄3 | ||||||||
| 19483 |
MCP server for Holded — invoicing, accounting, CRM, projects, and team
|
B 82 3⁄3 | ||||||||
| 19484 |
Verifiable action logs for AI agents. Every action is recorded in a SHA-256 has…
|
B 82 3⁄3 | ||||||||
| 19485 |
A lightweight, powerful local memory server for AI agents supporting text, enti…
|
B 82 3⁄3 | ||||||||
| 19486 |
Causal graph memory engine for AI agents with scoring, activation, and forgetti…
|
B 82 3⁄3 | ||||||||
| 19487 |
MCP server quality scoring and optimization for the agent economy.
|
B 82 3⁄3 | ||||||||
| 19488 |
Local task scheduler and worker manager with MCP integration for Claude Desktop.
|
B 82 3⁄3 | ||||||||
| 19489 |
Snapshot tests for AI tool-call traces: diff, validate, and catch silent regres…
|
B 82 3⁄3 | ||||||||
| 19490 |
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL L…
|
B 82 4⁄3 | ||||||||
| 19491 |
Extract YouTube transcripts for AI agents. Clean text or timestamped segments.
|
B 82 3⁄3 | ||||||||
| 19492 |
telegram-api-mcp
Claim
Ultimate Telegram Bot API MCP server — full v9.6 coverage, meta-mode, rate limi…
|
B 82 3⁄3 | ||||||||
| 19493 |
Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs.…
|
B 82 3⁄3 | ||||||||
| 19494 |
clickup-mcp-server
Claim
|
B 82 4⁄3 | ||||||||
| 19495 |
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
|
B 82 3⁄3 | ||||||||
| 19496 |
|
B 82 3⁄3 | ||||||||
| 19497 |
Explore the Star Wars universe with fast search across characters, planets, fil…
|
B 82 3⁄3 | ||||||||
| 19498 |
Persistent project memory + architectural decisions + pre-execution safety hook…
|
B 82 3⁄3 | ||||||||
| 19499 |
envault
Claim
Secure secret management with a Human-In-The-Loop (HITL) interceptor for agent …
|
B 82 3⁄3 | ||||||||
| 19500 |
An MCP server that gives AI agents persistent, narrative memory: concepts as no…
|
B 82 3⁄3 | ||||||||