MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19551 |
Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It …
|
B 82 3⁄3 | ||||||||
| 19552 |
PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework
Part of…
|
B 82 3⁄3 | ||||||||
| 19553 |
APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode…
|
B 82 3⁄3 | ||||||||
| 19554 |
Snapshot tests for AI tool-call traces: diff, validate, and catch silent regres…
|
B 82 3⁄3 | ||||||||
| 19555 |
Enables AI assistants to interact with QuickFile UK accounting software, provid…
|
B 82 4⁄4 | ||||||||
| 19556 |
Playwright E2E test runner with deep debugging— action capture, DOM snapshots, …
|
B 82 3⁄3 | ||||||||
| 19557 |
Local task scheduler and worker manager with MCP integration for Claude Desktop.
|
B 82 3⁄3 | ||||||||
| 19558 |
Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (O…
|
B 82 3⁄3 | ||||||||
| 19559 |
Enables exploring Microsoft Fabric / Power BI workspaces and semantic models, a…
|
B 82 3⁄3 | ||||||||
| 19560 |
Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio…
|
B 82 3⁄3 | ||||||||
| 19561 |
MCP server for dbatools — exposes SQL Server management commands as MCP tools
|
B 82 3⁄3 | ||||||||
| 19562 |
Create presentations, documents, and webpages from any MCP-compatible AI assist…
|
B 82 3⁄3 | ||||||||
| 19563 |
greenlake-workspaces-mcp
Claim
HPE GreenLake workspaces MCP Server
|
B 82 3⁄3 | ||||||||
| 19564 |
Connect Claude to QuickBooks Online — query finances, create invoices, run repo…
|
B 82 3⁄3 | ||||||||
| 19565 |
Enables AI assistants to capture screenshots and control desktop input (mouse, …
|
B 82 3⁄3 | ||||||||
| 19566 |
Longevity medicine MCP: medication dosing, labs, monitoring, drug interactions …
|
B 82 3⁄3 | ||||||||
| 19567 |
Provides a shared context layer for AI agent teams to improve token efficiency …
|
B 82 3⁄3 | ||||||||
| 19568 |
A Model Context Protocol (MCP) server for Canny feedback management. Enables ma…
|
B 82 4⁄3 | ||||||||
| 19569 |
Italian e-invoicing: FatturaPA XML/SDI v1.2.3, 27 tools. UBL 2.1 and CII wire f…
|
B 82 3⁄3 | ||||||||
| 19570 |
PublishReady helps AI agents turn drafts into cleaner, publish-ready writing us…
|
B 82 3⁄3 | ||||||||
| 19571 |
A lightweight, powerful local memory server for AI agents supporting text, enti…
|
B 82 3⁄3 | ||||||||
| 19572 |
Exposes Sourcegraph Zoekt code search to MCP-capable AI agents, enabling fast, …
|
B 82 3⁄3 | ||||||||
| 19573 |
A Python MCP server that lets MCP hosts call OpenRouter models for chat, image …
|
B 82 3⁄3 | ||||||||
| 19574 |
Verifiable action logs for AI agents. Every action is recorded in a SHA-256 has…
|
B 82 3⁄3 | ||||||||
| 19575 |
clickup-mcp-server
Claim
|
B 82 4⁄3 | ||||||||
| 19576 |
MCP server that audits other MCP servers. Run MCPWatch security scans from insi…
|
B 82 3⁄3 | ||||||||
| 19577 |
Enables text-only AI models to understand clipboard images by describing them t…
|
B 82 3⁄3 | ||||||||
| 19578 |
Turn 40+ data sources into a daily Wall Street-style market briefing, delivered…
|
B 82 3⁄3 | ||||||||
| 19579 |
Explore the Star Wars universe with fast search across characters, planets, fil…
|
B 82 3⁄3 | ||||||||
| 19580 |
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, tra…
|
B 81 3⁄3 | ||||||||
| 19581 |
Enables comprehensive GitLab integration allowing LLMs to manage projects, issu…
|
B 81 4⁄4 | ||||||||
| 19582 |
Manage Pterodactyl and Pelican game server panels through AI. 73 tools for serv…
|
B 81 4⁄4 | ||||||||
| 19583 |
Runtime security for AI agent commerce. CLI + MCP server blocks hallucinated pu…
|
B 81 3⁄3 | ||||||||
| 19584 |
The open-source memory operating system for AI agents. Persistent memory, seman…
|
B 81 3⁄3 | ||||||||
| 19585 |
Calculate US household employer (nanny) taxes + run payroll via AI agents. All …
|
B 81 3⁄3 | ||||||||
| 19586 |
MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdi…
|
B 81 3⁄3 | ||||||||
| 19587 |
Manage domains, DNS records, contacts, marketplace listings, and more via the S…
|
B 81 4⁄4 | ||||||||
| 19588 |
MCP server connecting AI assistants to Autodesk Revit through a local bridge.
|
B 81 3⁄3 | ||||||||
| 19589 |
A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop…
|
B 81 4⁄4 | ||||||||
| 19590 |
MCP server for Google Search Console, enabling querying search analytics, URL i…
|
B 81 3⁄3 | ||||||||
| 19591 |
Audits package lockfiles for vulnerabilities, supporting npm, yarn, and pnpm. R…
|
B 81 3⁄3 | ||||||||
| 19592 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19593 |
Enables users to manage time entries and log hours on the ProjectX platform usi…
|
B 81 3⁄3 | ||||||||
| 19594 |
Connects Google Search Console to MCP clients to query search analytics, manage…
|
B 81 4⁄4 | ||||||||
| 19595 |
MCP-native, local-first memory for coding agents that turns coding sessions int…
|
B 81 3⁄3 | ||||||||
| 19596 |
Google Search Console MCP server: SEO audits, performance queries, URL inspecti…
|
B 81 3⁄3 | ||||||||
| 19597 |
MetaTrader 5 MCP Server
Claim
Enables comprehensive access to the MetaTrader 5 trading platform for retrievin…
|
B 81 4⁄3 | ||||||||
| 19598 |
A headless IDA Pro MCP server that enables AI agents to automatically open, ana…
|
B 81 3⁄3 | ||||||||
| 19599 |
Full-featured ADB MCP server — 204 tools across 45 modules, from UI to baseband.
|
B 81 3⁄3 | ||||||||
| 19600 |
Wraps the Claude Agent SDK as MCP servers, letting you spawn multiple specializ…
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B 81 3⁄3 | ||||||||