MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19601 |
Pseudonymizes sensitive data before it reaches cloud LLMs and restores it on th…
|
B 81 3⁄3 | ||||||||
| 19602 |
Vibecode your Home Assistant setup from your IDE: automations, dashboards, them…
|
B 81 4⁄3 | ||||||||
| 19603 |
Audits package lockfiles for vulnerabilities, supporting npm, yarn, and pnpm. R…
|
B 81 3⁄3 | ||||||||
| 19604 |
Manage Pterodactyl and Pelican game server panels through AI. 73 tools for serv…
|
B 81 4⁄4 | ||||||||
| 19605 |
MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdi…
|
B 81 3⁄3 | ||||||||
| 19606 |
lets your preferred AI agent create & run fully managed [Octomind](https://www.…
|
B 81 4⁄4 | ||||||||
| 19607 |
Bridge package enabling seamless integration between Model Context Protocol (MC…
|
B 81 4⁄3 | ||||||||
| 19608 |
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
|
B 81 3⁄3 | ||||||||
| 19609 |
Avito API MCP for AI agents — 148 tools, safe-by-default, stdio or remote HTTP …
|
B 81 3⁄3 | ||||||||
| 19610 |
Visual architecture canvas that updates in real-time. Agents can build, read, a…
|
B 81 3⁄3 | ||||||||
| 19611 |
Outlook MCP Server
Claim
Connects Claude to Microsoft Outlook through the Microsoft Graph API, enabling …
|
B 81 4⁄4 | ||||||||
| 19612 |
Connects Google Search Console to MCP clients to query search analytics, manage…
|
B 81 4⁄4 | ||||||||
| 19613 |
Access UK company data through the Companies House API directly in MCP clients,…
|
B 81 4⁄3 | ||||||||
| 19614 |
Give your AI coding agent an architecture canvas to design and evolve diagrams.
|
B 81 3⁄3 | ||||||||
| 19615 |
MCP Sentinel
Claim
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
|
B 81 3⁄3 | ||||||||
| 19616 |
Provides AI assistants with access to AegisX UI components, CRUD generator comm…
|
B 81 4⁄4 | ||||||||
| 19617 |
tactual
Claim
Screen-reader navigation cost analyzer. Models real AT user effort with per-pro…
|
B 81 3⁄3 | ||||||||
| 19618 |
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to …
|
B 81 4⁄3 | ||||||||
| 19619 |
A headless IDA Pro MCP server that enables AI agents to automatically open, ana…
|
B 81 3⁄3 | ||||||||
| 19620 |
Neo4j-native DIKW memory for Claude Code — knowledge that compounds across sess…
|
B 81 3⁄3 | ||||||||
| 19621 |
HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for liter…
|
B 81 3⁄3 | ||||||||
| 19622 |
SWI-Prolog execution for LLMs with CLP(FD), negation-as-failure, and recursion.…
|
B 81 3⁄3 | ||||||||
| 19623 |
AI logo design MCP server — generates SVG logos with text-to-path conversion, S…
|
B 81 3⁄3 | ||||||||
| 19624 |
101 tools for WooCommerce store management with field filtering and guided prom…
|
B 81 4⁄3 | ||||||||
| 19625 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19626 |
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selec…
|
B 81 4⁄3 | ||||||||
| 19627 |
A small Model Context Protocol (MCP) server that gives an LLM eyes on your desk…
|
B 81 3⁄3 | ||||||||
| 19628 |
IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, sched…
|
B 81 4⁄3 | ||||||||
| 19629 |
Email inbox placement testing across Gmail, Outlook, Yahoo, Mail.ru and Yandex.…
|
B 81 3⁄3 | ||||||||
| 19630 |
MCP server connecting AI assistants to Autodesk Revit through a local bridge.
|
B 81 3⁄3 | ||||||||
| 19631 |
Diablo II Resurrected modding toolkit — character builder, mod build/deploy pip…
|
B 81 3⁄3 | ||||||||
| 19632 |
MCP server for Google Search Console, enabling querying search analytics, URL i…
|
B 81 3⁄3 | ||||||||
| 19633 |
Form builder and response collector for AI agents. Reads are free, writes requi…
|
B 81 3⁄3 | ||||||||
| 19634 |
Azure + GCP cost management: spending, forecasts, anomalies, budgets, idle reso…
|
B 81 3⁄3 | ||||||||
| 19635 |
MCP-native, local-first memory for coding agents that turns coding sessions int…
|
B 81 3⁄3 | ||||||||
| 19636 |
Octopus Deploy Official MCP Server
|
B 81 4⁄4 | ||||||||
| 19637 |
A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop…
|
B 81 4⁄4 | ||||||||
| 19638 |
A visual designer pen for Claude Code that lets users click, drag, or draw on w…
|
B 81 3⁄3 | ||||||||
| 19639 |
pipepie
Claim
Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to …
|
B 81 3⁄3 | ||||||||
| 19640 |
MCP server for TNL (Typed Natural Language): per-feature English contracts for …
|
B 81 3⁄3 | ||||||||
| 19641 |
MCP server that exposes PostgreSQL database operations via psycopg2, including …
|
B 81 3⁄3 | ||||||||
| 19642 |
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring t…
|
B 81 3⁄3 | ||||||||
| 19643 |
Full-featured ADB MCP server — 204 tools across 45 modules, from UI to baseband.
|
B 81 3⁄3 | ||||||||
| 19644 |
Enables LLMs to read .NET assemblies as C# by providing tools to list types, de…
|
B 81 3⁄3 | ||||||||
| 19645 |
Playwright for the entire OS. Gives AI agents the ability to see, find, and int…
|
B 81 3⁄3 | ||||||||
| 19646 |
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database…
|
B 81 4⁄3 | ||||||||
| 19647 |
Formally verified AI safety APIs. 75+ endpoints, pay-per-call via USDC x402, no…
|
B 81 3⁄3 | ||||||||
| 19648 |
mcdev MCP: wiki search, .mcdevrc help, journey checklists, metadata types via m…
|
B 81 3⁄3 | ||||||||
| 19649 |
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, tra…
|
B 81 3⁄3 | ||||||||
| 19650 |
agience-core
Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
|
B 81 3⁄3 | ||||||||