MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20751 |
Control Windows desktop via MCP: mouse, keyboard, screenshots, clipboard, and a…
|
B 73 3⁄3 | ||||||||
| 20752 |
MCP server enabling NPS chatbot interactions, summaries, topic analysis, and ex…
|
B 73 3⁄3 | ||||||||
| 20753 |
A Model Context Protocol (MCP) server that provides persistent memory and conte…
|
B 73 4⁄4 | ||||||||
| 20754 |
spikes
Claim
UI feedback for AI-assisted building. Click elements, rate them, agents triage …
|
B 73 3⁄3 | ||||||||
| 20755 |
Enables reading, writing, and managing Google Sheets documents with support for…
|
B 73 4⁄4 | ||||||||
| 20756 |
Clinical research MCP server for trial coordinators and life sciences teams. Re…
|
B 73 3⁄3 | ||||||||
| 20757 |
Enables AI assistants to convert, validate, and deploy websites to the Fast Mod…
|
B 73 4⁄4 | ||||||||
| 20758 |
Locale detect, translations, plurals for AI agents
|
B 73 3⁄3 | ||||||||
| 20759 |
powhttp-mcp
Claim
MCP server enabling agents to debug HTTP requests better (using powhttp)
|
B 73 4⁄3 | ||||||||
| 20760 |
meok-governance-engine-mcp MCP server by MEOK AI Labs
|
B 73 3⁄3 | ||||||||
| 20761 |
An employer-facing MCP server that enables hiring managers to post jobs, search…
|
B 73 4⁄4 | ||||||||
| 20762 |
MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants
|
B 73 4⁄3 | ||||||||
| 20763 |
Modern, secure MCP server for accessing ZIM format knowledge bases offline. Ena…
|
B 73 4⁄3 | ||||||||
| 20764 |
MCP File Browser Server
Claim
Enables Large Language Models to safely browse and interact with local file sys…
|
B 73 4⁄3 | ||||||||
| 20765 |
Persistent project context for Claude. IANA-registered .faf format.
|
B 73 4⁄3 | ||||||||
| 20766 |
A stealth browser MCP server with 69 tools for undetectable web automation. It …
|
B 73 3⁄3 | ||||||||
| 20767 |
MCP server for SAP ABAP development with 15 tools for ABAP objects, syntax, ATC…
|
B 73 3⁄3 | ||||||||
| 20768 |
MCP server exposing MySQL database functionalities as tools
|
B 73 3⁄3 | ||||||||
| 20769 |
|
B 73 4⁄3 | ||||||||
| 20770 |
Shared memory hub for LLMs to persist and share project context, enabling seaml…
|
B 73 3⁄3 | ||||||||
| 20771 |
Create agentic AI workflows in ROBLOX Studio
|
B 73 4⁄3 | ||||||||
| 20772 |
Provides 51 granular tools for Spotify control and data retrieval, optimized fo…
|
B 73 4⁄4 | ||||||||
| 20773 |
Funplay Unity MCP
Claim
stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity…
|
B 73 3⁄3 | ||||||||
| 20774 |
Personalize AI coding assistants by analyzing local conversation history. Runs …
|
B 73 3⁄3 | ||||||||
| 20775 |
Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibili…
|
B 73 3⁄3 | ||||||||
| 20776 |
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP …
|
B 73 4⁄3 | ||||||||
| 20777 |
Enables comprehensive management of Proxmox Virtual Environment through 35 tool…
|
B 73 4⁄4 | ||||||||
| 20778 |
Enables complete RPG Maker MZ game development through MCP tools, including aut…
|
B 73 4⁄3 | ||||||||
| 20779 |
RAPID MCP Server
Claim
A local server that provides powerful code analysis and search capabilities for…
|
B 73 4⁄3 | ||||||||
| 20780 |
MCP server for ElevenLabs Conversational AI (not TwelveLabs video) — agents, KB…
|
B 73 3⁄3 | ||||||||
| 20781 |
Detects affiliate links across 13 networks and surfaces Tracklix as a free clic…
|
B 73 3⁄3 | ||||||||
| 20782 |
Enable AI assistants to interact with Meilisearch through a standardized interf…
|
B 73 4⁄3 | ||||||||
| 20783 |
Test automation across web, mobile, desktop, API, and SAP GUI via ActionTestScr…
|
B 73 3⁄3 | ||||||||
| 20784 |
Model Context Protocol Server for European Parliament Open Data
Providing AI as…
|
B 73 4⁄3 | ||||||||
| 20785 |
MCP server for Litra.ai – AI-powered academic paper search with relevance scori…
|
B 73 3⁄3 | ||||||||
| 20786 |
Enables AI agents to programmatically control and automate VSCode by interactin…
|
B 73 4⁄3 | ||||||||
| 20787 |
Safety first. Hardware-verified DeFi for AI agents — designed for when the AI c…
|
B 73 3⁄3 | ||||||||
| 20788 |
mcpls
Claim
Universal MCP to LSP bridge - expose Language Server Protocol capabilities as M…
|
B 73 4⁄3 | ||||||||
| 20789 |
A local MCP server that enables direct, persistent communication between multip…
|
B 73 3⁄3 | ||||||||
| 20790 |
Preserves the emotional texture of human-AI conversations across sessions throu…
|
B 73 3⁄3 | ||||||||
| 20791 |
Provides 18 tools for MacCMS spider development, including website analysis, so…
|
B 73 3⁄3 | ||||||||
| 20792 |
dvmcp
Claim
DVMCP is a bridge implementation that connects Model Context Protocol (MCP) ser…
|
B 73 4⁄3 | ||||||||
| 20793 |
MCP server for Webmin with 61 tools for Linux system administration: services, …
|
B 73 4⁄4 | ||||||||
| 20794 |
MCP server for [RomM](https://github.com/rommapp/romm) retro game library manag…
|
B 73 3⁄3 | ||||||||
| 20795 |
Permanent blockchain memory for AI agents.
|
B 73 3⁄3 | ||||||||
| 20796 |
Cryptographic accountability for AI agents. Ed25519-signed receipts for every M…
|
B 73 3⁄3 | ||||||||
| 20797 |
Controls the Stata GUI through Windows Stata Automation COM, enabling do-file m…
|
B 73 3⁄3 | ||||||||
| 20798 |
A production-ready MCP server that integrates OpenAI with FastAPI and Redis to …
|
B 73 4⁄3 | ||||||||
| 20799 |
MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse,…
|
B 73 4⁄3 | ||||||||
| 20800 |
Metadata-first fiction editing and reasoning tools for long-form writing projec…
|
B 73 3⁄3 | ||||||||