MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16801 |
AI-powered threat intelligence, smart contract auditing, and cybersecurity OSIN…
|
F 25 6⁄6 | ||||||||
| 16802 |
Enables AI assistants to search for business leads using FlashLeads' web harves…
|
F 25 5⁄5 | ||||||||
| 16803 |
Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model…
|
F 25 5⁄5 | ||||||||
| 16804 |
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
|
F 25 5⁄5 | ||||||||
| 16805 |
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
|
F 25 5⁄4 | ||||||||
| 16806 |
Provides integration with OpenRouter.ai, allowing access to various AI models t…
|
F 25 5⁄5 | ||||||||
| 16807 |
Enables AI assistants to perform NCBI BLAST sequence similarity searches throug…
|
F 25 6⁄6 | ||||||||
| 16808 |
Enables interaction with Apple Notes via natural language, supporting note crea…
|
F 25 5⁄4 | ||||||||
| 16809 |
Publish content to the web by emailing POST@abovo.co. No API key, no signup. SM…
|
F 25 6⁄6 | ||||||||
| 16810 |
Brings context about device inventory, threats, risks and utilization powered b…
|
F 25 5⁄5 | ||||||||
| 16811 |
Enables Claude to manage Google Calendar events, schedules, and meetings throug…
|
F 25 5⁄5 | ||||||||
| 16812 |
Enables users to manage Gmail accounts using AI agent-assisted operations via a…
|
F 25 6⁄6 | ||||||||
| 16813 |
Deterministic tech stack recommendations, audits, and project estimates. No hal…
|
F 25 6⁄5 | ||||||||
| 16814 |
Enables extracting data from websites using natural language prompts, allowing …
|
F 25 5⁄5 | ||||||||
| 16815 |
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tool…
|
F 25 6⁄6 | ||||||||
| 16816 |
A Model Context Protocol server that enables AI assistants to perform web autom…
|
F 25 5⁄5 | ||||||||
| 16817 |
Search and retrieve Korean statutes and administrative rules with precise filte…
|
F 25 6⁄6 | ||||||||
| 16818 |
Provides tools from the TripGo API for multi-modal trip planning, transport loc…
|
F 25 6⁄6 | ||||||||
| 16819 |
A utility tool that enables Claude Desktop to interact with external tools via …
|
F 25 5⁄5 | ||||||||
| 16820 |
A server that provides Luma AI's video generation API as the Model Context Prot…
|
F 25 5⁄5 | ||||||||
| 16821 |
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
|
F 25 6⁄6 | ||||||||
| 16822 |
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
|
F 25 5⁄5 | ||||||||
| 16823 |
APEX — AI operating system for founders. Join waitlist or request a demo.
|
F 25 5⁄5 | ||||||||
| 16824 |
An MCP server for conversational FHIR testing that integrates with the Touchsto…
|
F 25 5⁄5 | ||||||||
| 16825 |
Extract llms.txt from any docs site - Mintlify Docusaurus GitBook parser
|
F 25 5⁄5 | ||||||||
| 16826 |
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
|
F 25 5⁄4 | ||||||||
| 16827 |
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
|
F 25 5⁄5 | ||||||||
| 16828 |
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
|
F 25 5⁄5 | ||||||||
| 16829 |
A Python-based MCP server that dynamically fetches plugin definitions from Supe…
|
F 25 5⁄5 | ||||||||
| 16830 |
Real-time hydrological information retrieval service that provides water level,…
|
F 25 6⁄6 | ||||||||
| 16831 |
Schedule AI phone calls, manage assignments, and check credits from Claude.
|
F 25 5⁄4 | ||||||||
| 16832 |
An MCP server that mounts your skill directory and add deterministic entry for …
|
F 25 5⁄4 | ||||||||
| 16833 |
Provides text-to-image generation capabilities through the Fooocus Stable Diffu…
|
F 25 5⁄5 | ||||||||
| 16834 |
An MCP Server for computer-use in Windows OS
|
F 25 6⁄6 | ||||||||
| 16835 |
Provides a comprehensive interface to a personal knowledge base, including tool…
|
F 25 5⁄5 | ||||||||
| 16836 |
Enables AI assistants to interact with the Uber API for ride management, includ…
|
F 25 6⁄6 | ||||||||
| 16837 |
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
|
F 25 5⁄4 | ||||||||
| 16838 |
An MCP server that allows users to dynamically add custom tools/functions at ru…
|
F 25 6⁄4 | ||||||||
| 16839 |
Enables automated browser testing of web applications using Playwright, support…
|
F 25 5⁄4 | ||||||||
| 16840 |
🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions…
|
F 25 5⁄4 | ||||||||
| 16841 |
Enterprise SAP OData to MCP Server with AI capabilities and Cloud Foundry integ…
|
F 25 5⁄5 | ||||||||
| 16842 |
Enables complete control over the Carla audio plugin host through natural langu…
|
F 25 5⁄4 | ||||||||
| 16843 |
Enables comprehensive control over macOS GUI elements including mouse, keyboard…
|
F 25 5⁄4 | ||||||||
| 16844 |
Project memory for AI coding sessions. Auto-captures checkpoints on git commits…
|
F 25 5⁄4 | ||||||||
| 16845 |
Enables AI coding agents to access Figma design data by fetching and simplifyin…
|
F 25 5⁄4 | ||||||||
| 16846 |
Detect developer stress, focus, fatigue from typing. Block dangerous commands w…
|
F 25 5⁄4 | ||||||||
| 16847 |
Universal Language briefings, FusionGirl context JSONs, service catalog, agent …
|
F 25 6⁄6 | ||||||||
| 16848 |
MCP server for FastBCP — high-performance parallel database export to files and…
|
F 25 5⁄5 | ||||||||
| 16849 |
A server for sending messages via WeCom bots using FastMCP, supporting asynchro…
|
F 25 6⁄6 | ||||||||
| 16850 |
MCP server for NanoBanana AI image generation and editing
|
F 25 6⁄6 | ||||||||