MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19551 |
Manage Pterodactyl and Pelican game server panels through AI. 73 tools for serv…
|
B 81 4⁄4 | ||||||||
| 19552 |
Full-featured ADB MCP server — 198 tools across 44 modules, from UI to baseband.
|
B 81 3⁄3 | ||||||||
| 19553 |
Neo4j-native DIKW memory for Claude Code — knowledge that compounds across sess…
|
B 81 3⁄3 | ||||||||
| 19554 |
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to …
|
B 81 4⁄3 | ||||||||
| 19555 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19556 |
agience-core
Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
|
B 81 3⁄3 | ||||||||
| 19557 |
Vibecode your Home Assistant setup from your IDE: automations, dashboards, them…
|
B 81 4⁄3 | ||||||||
| 19558 |
Allows AI agents (e.g., Cursor, Claude Code) to debug within Tauri apps via scr…
|
B 81 4⁄3 | ||||||||
| 19559 |
Enables comprehensive GitLab integration allowing LLMs to manage projects, issu…
|
B 81 4⁄4 | ||||||||
| 19560 |
Rosetta/PyRosetta protein modeling and Biotite translation for computational bi…
|
B 81 3⁄3 | ||||||||
| 19561 |
Connects Google Search Console to MCP clients to query search analytics, manage…
|
B 81 4⁄4 | ||||||||
| 19562 |
Email inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex (SPF/…
|
B 81 3⁄3 | ||||||||
| 19563 |
MCP server for TNL (Typed Natural Language): per-feature English contracts for …
|
B 81 3⁄3 | ||||||||
| 19564 |
AI logo design → SVG → full brand kit. Text-to-path, optimize, export PNG/ICO/W…
|
B 81 3⁄3 | ||||||||
| 19565 |
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selec…
|
B 81 4⁄3 | ||||||||
| 19566 |
Enables AI coding agents to securely execute shell commands on remote SSH serve…
|
B 81 3⁄3 | ||||||||
| 19567 |
Give your AI coding agent an architecture canvas to design and evolve diagrams.
|
B 81 3⁄3 | ||||||||
| 19568 |
Persistent code indexing for AI assistants. 50x less context than grep. 11 lang…
|
B 81 4⁄3 | ||||||||
| 19569 |
IMAP/SMTP email MCP server — 47 tools, IMAP IDLE push, multi-account, AI triage.
|
B 81 4⁄3 | ||||||||
| 19570 |
MCP server for Commodore 64 Ultimate hardware and VICE emulator control.
|
B 81 3⁄3 | ||||||||
| 19571 |
The open-source memory operating system for AI agents. Persistent memory, seman…
|
B 81 3⁄3 | ||||||||
| 19572 |
Bounded working memory for coding agents — typed nodes, current-vs-stale state,…
|
B 81 3⁄3 | ||||||||
| 19573 |
Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glos…
|
B 81 3⁄3 | ||||||||
| 19574 |
MCP server connecting AI assistants to Autodesk Revit through a local bridge.
|
B 81 3⁄3 | ||||||||
| 19575 |
Connect AI assistants to eToro for portfolio analysis, market research, and tra…
|
B 81 3⁄3 | ||||||||
| 19576 |
MCP Cloudflare
Claim
Secure MCP server for Cloudflare DNS, Transform Rules, and Page Rules
|
B 81 4⁄3 | ||||||||
| 19577 |
A read-only MCP server for Robinhood portfolio research. Wraps robin_stocks to …
|
B 81 3⁄3 | ||||||||
| 19578 |
101 tools for WooCommerce store management with field filtering and guided prom…
|
B 81 4⁄3 | ||||||||
| 19579 |
Enables remote Linux VM management via SSH with automatic safety checks for des…
|
B 81 3⁄3 | ||||||||
| 19580 |
Bridge package enabling seamless integration between Model Context Protocol (MC…
|
B 81 4⁄3 | ||||||||
| 19581 |
Form builder and response collector for AI agents. Reads are free, writes requi…
|
B 81 3⁄3 | ||||||||
| 19582 |
lets your preferred AI agent create & run fully managed [Octomind](https://www.…
|
B 81 4⁄4 | ||||||||
| 19583 |
Provides AI assistants with access to AegisX UI components, CRUD generator comm…
|
B 81 4⁄4 | ||||||||
| 19584 |
Wraps the Claude Agent SDK as MCP servers, letting you spawn multiple specializ…
|
B 81 3⁄3 | ||||||||
| 19585 |
MCP server adapter for mikuproject, providing tools, resources, and prompts to …
|
B 81 3⁄3 | ||||||||
| 19586 |
HEOR MCP server: literature search, CEA, BIA, NMA/MAIC, HTA dossiers (NICE/FDA/…
|
B 81 3⁄3 | ||||||||
| 19587 |
Fastmail MCP Server
Claim
Enables AI assistants to interact with Fastmail email, contacts, and calendars …
|
B 81 4⁄4 | ||||||||
| 19588 |
This server integrates AI assistants with ClickUp workspaces, enabling task, te…
|
B 80 4⁄4 | ||||||||
| 19589 |
An MCP (Model Context Protocol) server for controlling OBS Studio via the built…
|
B 80 3⁄3 | ||||||||
| 19590 |
Build extend and maintain pump - Token creation buying selling migration fee co…
|
B 80 4⁄3 | ||||||||
| 19591 |
Connect AI agents like Claude, Cursor, and Gemini to historical Windows perform…
|
B 80 3⁄3 | ||||||||
| 19592 |
MCP server for parallel video rendering with 6 tools: detect_gpu, system_info, …
|
B 80 3⁄3 | ||||||||
| 19593 |
Record what you do on any website and securely automate it forever. Replays bro…
|
B 80 3⁄3 | ||||||||
| 19594 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19595 |
Enables comprehensive interaction with Airtable bases including record manageme…
|
B 80 4⁄4 | ||||||||
| 19596 |
Scans AI-generated code for invisible Unicode, Trojan Source, and supply-chain …
|
B 80 3⁄3 | ||||||||
| 19597 |
Obsidian MCP server: semantic search, knowledge graph, and vault editing. No pl…
|
B 80 3⁄3 | ||||||||
| 19598 |
Local-first MCP server for Claude/Codex project wiki and graph workflows
|
B 80 3⁄3 | ||||||||
| 19599 |
Full domain lifecycle management: availability checking (zero config), registra…
|
B 80 4⁄4 | ||||||||
| 19600 |
Equinix Docs MCP Server returns relevant documentation from docs.equinix.com.
|
B 80 3⁄3 | ||||||||