MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19501 |
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
|
B 82 3⁄3 | ||||||||
| 19502 |
qidi-printer-mcp MCP server by MEOK AI Labs
|
B 82 3⁄3 | ||||||||
| 19503 |
apple-reminders
Claim
Fast, native macOS Apple Reminders via EventKit. 10-200x faster than AppleScrip…
|
B 82 3⁄3 | ||||||||
| 19504 |
Create presentations, documents, and webpages from any MCP-compatible AI assist…
|
B 82 3⁄3 | ||||||||
| 19505 |
India-first MCP server for NSE/BSE, fundamentals, analytics, and market researc…
|
B 82 3⁄3 | ||||||||
| 19506 |
SEO analysis - meta tags, keywords, links, page speed
|
B 82 3⁄3 | ||||||||
| 19507 |
Connects open data to LLMs via MCP, enabling easy access to public datasets and…
|
B 82 3⁄3 | ||||||||
| 19508 |
🚀 Active Fork of executeautomation/mcp-playwright
This repository is an activel…
|
B 82 4⁄3 | ||||||||
| 19509 |
A lightweight MCP server that exposes IDA Pro's disassembly, decompilation, and…
|
B 82 3⁄3 | ||||||||
| 19510 |
Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It …
|
B 82 3⁄3 | ||||||||
| 19511 |
Manages Google Play Store listing text through the official Android Publisher A…
|
B 82 3⁄3 | ||||||||
| 19512 |
A fully local persistent memory layer for LLM coding agents (Claude Code, Codex…
|
B 82 3⁄3 | ||||||||
| 19513 |
A lightweight, powerful local memory server for AI agents supporting text, enti…
|
B 82 3⁄3 | ||||||||
| 19514 |
Multi-chain AML risk scoring and sanctions screening for AI agents. 76+ detecti…
|
B 82 3⁄3 | ||||||||
| 19515 |
Enables AI assistants to access and analyze MonarchMoney personal finance data …
|
B 82 4⁄4 | ||||||||
| 19516 |
Answers "why does this code exist?" by tracing any line back through the commit…
|
B 82 3⁄3 | ||||||||
| 19517 |
Enables comprehensive Microsoft Dataverse schema management through the Dataver…
|
B 82 4⁄4 | ||||||||
| 19518 |
PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework
Part of…
|
B 82 3⁄3 | ||||||||
| 19519 |
Reddit Ads MCP: campaigns, ad groups, ads, reporting, and audience targeting.
|
B 82 3⁄3 | ||||||||
| 19520 |
MCP server exposing rpcbind/RPC portmapper functionality
|
B 82 3⁄3 | ||||||||
| 19521 |
An enhanced fork of the official MCP memory server that enables persistent know…
|
B 82 4⁄3 | ||||||||
| 19522 |
Governed memory for coding agents. Trust lifecycle, conflict detection, health …
|
B 82 3⁄3 | ||||||||
| 19523 |
cURL MCP Server
Claim
Enables LLMs to make HTTP requests using structured cURL commands with support …
|
B 82 4⁄4 | ||||||||
| 19524 |
Open-source MCP server that gives any LLM long-term memory using a knowledge gr…
|
B 82 3⁄3 | ||||||||
| 19525 |
Enables exploring Microsoft Fabric / Power BI workspaces and semantic models, a…
|
B 82 3⁄3 | ||||||||
| 19526 |
Enables Git repository interaction and automation via LLMs, providing tools to …
|
B 82 3⁄3 | ||||||||
| 19527 |
Snapshot tests for AI tool-call traces: diff, validate, and catch silent regres…
|
B 82 3⁄3 | ||||||||
| 19528 |
MCP server for dbatools — exposes SQL Server management commands as MCP tools
|
B 82 3⁄3 | ||||||||
| 19529 |
MCP server that connects AI assistants to your reMarkable tablet, enabling read…
|
B 82 3⁄3 | ||||||||
| 19530 |
Provides comprehensive Discord bot automation with 71 tools for messaging, chan…
|
B 82 4⁄4 | ||||||||
| 19531 |
MCP server that gives Claude and other MCP hosts full access to Mail.app on mac…
|
B 82 3⁄3 | ||||||||
| 19532 |
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL L…
|
B 82 4⁄3 | ||||||||
| 19533 |
AI agent security: prompt injection detection, semantic memory, output scanning…
|
B 82 3⁄3 | ||||||||
| 19534 |
Enables users to define and run MCP tools using declarative YAML configs with b…
|
B 82 3⁄3 | ||||||||
| 19535 |
Cloaked headless browser for AI agents — stealth TLS, smart extraction, SPA fal…
|
B 82 3⁄3 | ||||||||
| 19536 |
PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework
Part of…
|
B 82 3⁄3 | ||||||||
| 19537 |
greenlake-workspaces-mcp
Claim
HPE GreenLake workspaces MCP Server
|
B 82 3⁄3 | ||||||||
| 19538 |
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana…
|
B 82 3⁄3 | ||||||||
| 19539 |
Local-first personal agentic OS and everything app for coding, knowledge work, …
|
B 82 4⁄3 | ||||||||
| 19540 |
A Model Context Protocol (MCP) server for the Holded Invoice API. This server a…
|
B 82 4⁄3 | ||||||||
| 19541 |
Project memory for Claude: decisions, pipelines, and constraints across convers…
|
B 82 3⁄3 | ||||||||
| 19542 |
Persistent project memory + architectural decisions + pre-execution safety hook…
|
B 82 3⁄3 | ||||||||
| 19543 |
YouTube transcript extraction for AI agents. Clean text, timestamps, or structu…
|
B 82 3⁄3 | ||||||||
| 19544 |
x402 micropayments for AI agents — credits-based, no wallets, no blockchain.
|
B 82 3⁄3 | ||||||||
| 19545 |
envault
Claim
Secure secret management with a Human-In-The-Loop (HITL) interceptor for agent …
|
B 82 3⁄3 | ||||||||
| 19546 |
Causal graph memory engine for AI agents. Scores memories using relevance × con…
|
B 82 3⁄3 | ||||||||
| 19547 |
Exposes Sourcegraph Zoekt code search to MCP-capable AI agents, enabling fast, …
|
B 82 3⁄3 | ||||||||
| 19548 |
Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio…
|
B 82 3⁄3 | ||||||||
| 19549 |
MCP server quality scoring and optimization for the agent economy.
|
B 82 3⁄3 | ||||||||
| 19550 |
lazy-tool
Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
|
B 82 3⁄3 | ||||||||