MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3801 |
@kazuph/mcp-fetch
Claim
Model Context Protocol server for fetching web content and processing images. T…
|
B 75 5⁄5 | ||||||||
| 3802 |
A concurrent browser MCP server that supports multiple parallel browser instanc…
|
B 75 5⁄5 | ||||||||
| 3803 |
Enables lead routing, booking link generation, and scheduling management throug…
|
B 75 5⁄5 | ||||||||
| 3804 |
Provides access to Jewish texts from the Sefaria library. This server enables L…
|
B 75 5⁄5 | ||||||||
| 3805 |
Send, manage, and replay ntfy push notifications via MCP.
|
B 75 5⁄5 | ||||||||
| 3806 |
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
|
B 75 5⁄5 | ||||||||
| 3807 |
Provides access to UK Environment Agency's real-time flood monitoring data, ena…
|
B 75 5⁄5 | ||||||||
| 3808 |
An MCP server using Playwright for browser automation and webscrapping
|
B 75 5⁄5 | ||||||||
| 3809 |
An MCP server for creating named checkpoints and snapshots of projects, with se…
|
B 75 5⁄4 | ||||||||
| 3810 |
Enables sending transactional emails through GetMailer from AI assistants. Supp…
|
B 75 5⁄5 | ||||||||
| 3811 |
Enables image generation and editing using Google Gemini AI with support for mu…
|
B 75 5⁄5 | ||||||||
| 3812 |
Allow AI systems to view and control your Starling Bank account via MCP.
|
B 75 5⁄4 | ||||||||
| 3813 |
Enables access to Fireflies.ai API for retrieving, searching, and summarizing m…
|
B 75 5⁄5 | ||||||||
| 3814 |
An AI memory system that creates isolated, persistent memory banks for each cod…
|
B 75 5⁄5 | ||||||||
| 3815 |
Enables AI assistants to interact with QuestDB time-series databases through to…
|
B 75 5⁄5 | ||||||||
| 3816 |
llms-txt-generator
Claim
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
|
B 75 5⁄4 | ||||||||
| 3817 |
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). …
|
B 75 5⁄5 | ||||||||
| 3818 |
Provides implementation guidance, code validation, and troubleshooting tools fo…
|
B 75 5⁄5 | ||||||||
| 3819 |
Qwen3-Coder MCP Server
Claim
Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 speci…
|
B 75 5⁄5 | ||||||||
| 3820 |
Enables access to BitSight security rating data through company search and rati…
|
B 75 5⁄5 | ||||||||
| 3821 |
Agentic tool that looks for statistical variations in conversation structure an…
|
B 75 5⁄4 | ||||||||
| 3822 |
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
|
B 75 5⁄5 | ||||||||
| 3823 |
A Model Context Protocol server that allows LLMs to interact with Anki flashcar…
|
B 75 5⁄4 | ||||||||
| 3824 |
DevDocs-MCP is a MCP server that provides version-pinned, deterministic documen…
|
B 75 5⁄4 | ||||||||
| 3825 |
Enables creation and querying of knowledge bases using Google's Gemini API File…
|
B 75 5⁄5 | ||||||||
| 3826 |
Deploy compliant ERC-20 tokens from any AI agent. 17 tools, 10 networks, CertiK…
|
B 75 5⁄4 | ||||||||
| 3827 |
Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS…
|
B 75 5⁄5 | ||||||||
| 3828 |
Facilitates AI session handoffs and next steps tracking through project-based o…
|
B 75 5⁄5 | ||||||||
| 3829 |
google-workspace-mcp
Claim
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
|
B 75 5⁄4 | ||||||||
| 3830 |
MCP server connecting AI assistants with Jira & Confluence for smart project ma…
|
B 75 5⁄4 | ||||||||
| 3831 |
MCP Trello
Claim
Enables interaction with Trello boards through comprehensive card, list, and bo…
|
B 75 5⁄5 | ||||||||
| 3832 |
Enables management and execution of Python scripts with automatic LLM-extracted…
|
B 75 5⁄5 | ||||||||
| 3833 |
Provides tools for image, audio, and video recognition using Google's Gemini AI…
|
B 75 5⁄5 | ||||||||
| 3834 |
A Model Context Protocol server that enables AI assistants to interact with Pro…
|
B 75 5⁄4 | ||||||||
| 3835 |
Gives AI agents self-awareness about their cognitive state. Monitors token util…
|
B 75 5⁄4 | ||||||||
| 3836 |
Comprehensive web research toolkit with 13 tools for searching (via SearXNG), c…
|
B 75 5⁄4 | ||||||||
| 3837 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 75 5⁄4 | ||||||||
| 3838 |
Enables AI assistants to perform real-time domain name availability checks and …
|
B 75 5⁄5 | ||||||||
| 3839 |
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
|
B 75 5⁄4 | ||||||||
| 3840 |
Provides access to the STRING protein-protein interaction database for mapping …
|
B 75 5⁄5 | ||||||||
| 3841 |
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
|
B 75 5⁄4 | ||||||||
| 3842 |
A Model Context Protocol server that provides integration with the Coolify API,…
|
B 75 5⁄5 | ||||||||
| 3843 |
Enables users to query Apple Health metrics, workouts, and trends from CSV file…
|
B 75 5⁄5 | ||||||||
| 3844 |
Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching …
|
B 75 5⁄5 | ||||||||
| 3845 |
FutureSearch MCP Server
Claim
Give your AI a research team. Forecast, score, classify, or research every row …
|
B 75 5⁄4 | ||||||||
| 3846 |
Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2…
|
B 75 5⁄5 | ||||||||
| 3847 |
Enables AI assistants to search for Quest Apartment Hotels across Australia by …
|
B 75 5⁄5 | ||||||||
| 3848 |
A document conversion server that transforms various file formats (PDFs, docume…
|
B 75 5⁄5 | ||||||||
| 3849 |
An MCP server that enables inter-Claude communication and context sharing for s…
|
B 75 5⁄4 | ||||||||
| 3850 |
Claude Agents MCP Server
Claim
Centrally manages Claude agent definitions, configurations, and custom commands…
|
B 75 5⁄5 | ||||||||