MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4851 |
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
|
B 74 5⁄5 | ||||||||
| 4852 |
A TypeScript-based MCP server that provides tools for making precise line-based…
|
B 74 5⁄4 | ||||||||
| 4853 |
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
|
B 74 5⁄5 | ||||||||
| 4854 |
Routes coding tasks to local and remote LLMs with intelligent cost-quality opti…
|
B 74 5⁄4 | ||||||||
| 4855 |
A Model Context Protocol (MCP) server implementation built with Python and Fast…
|
B 74 5⁄4 | ||||||||
| 4856 |
Enables users to manage Uber advertising campaigns through natural language by …
|
B 74 5⁄5 | ||||||||
| 4857 |
Enables AI tools to interact with ROS2 robotics systems through natural languag…
|
B 74 5⁄4 | ||||||||
| 4858 |
Enables processing documents larger than LLM context windows using symbolic com…
|
B 74 5⁄4 | ||||||||
| 4859 |
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
|
B 74 5⁄4 | ||||||||
| 4860 |
A Model Context Protocol server that analyzes application codebases with real-t…
|
B 74 5⁄4 | ||||||||
| 4861 |
Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, …
|
B 74 5⁄5 | ||||||||
| 4862 |
Provides access to the Exploit-DB database through the searchsploit tool, enabl…
|
B 74 5⁄4 | ||||||||
| 4863 |
Outcome-based persistent memory for AI coding tools. Memories that help get pro…
|
B 74 5⁄4 | ||||||||
| 4864 |
One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,Dev…
|
B 74 5⁄4 | ||||||||
| 4865 |
A Model Context Protocol server that enables AI-powered image generation throug…
|
B 74 5⁄5 | ||||||||
| 4866 |
MCP server for ScanMalware.com URL scanning, malware detection, and analysis.
|
B 74 6⁄6 | ||||||||
| 4867 |
An AI accountability system that tracks what AI systems claim they will impleme…
|
B 74 5⁄5 | ||||||||
| 4868 |
GraphQL MCP Server that acts as a bridge allowing MCP clients (like Cursor or C…
|
B 74 5⁄5 | ||||||||
| 4869 |
A bridge between Streamable HTTP and stdio MCP transports
|
B 74 5⁄4 | ||||||||
| 4870 |
An MCP server to Manage Google Tasks
|
B 74 5⁄5 | ||||||||
| 4871 |
🔍 MCP server that lets you search and access Svelte documentation with built-in…
|
B 74 5⁄5 | ||||||||
| 4872 |
The server can be utilized for secure development by listing all packages' CVEs…
|
B 74 5⁄5 | ||||||||
| 4873 |
Provides tools for date-time manipulation, including timezone conversion and ar…
|
B 74 5⁄5 | ||||||||
| 4874 |
MCP Server for SlimContext - AI chat history compression tools
|
B 74 5⁄4 | ||||||||
| 4875 |
A Model Communication Protocol server that connects Meetup.com's event discover…
|
B 74 5⁄5 | ||||||||
| 4876 |
An advanced email security analysis MCP server for real-time phishing detection…
|
B 74 5⁄5 | ||||||||
| 4877 |
A basic educational MCP server that provides simple tools for mathematical calc…
|
B 74 5⁄4 | ||||||||
| 4878 |
Notion MCP Server
Claim
Connects Claude Desktop and other MCP clients directly to Notion with secure SS…
|
B 74 5⁄5 | ||||||||
| 4879 |
Extract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF…
|
B 74 5⁄4 | ||||||||
| 4880 |
LIFE
Claim
Persistent identity architecture for AI agents. 16 MCP servers covering drives,…
|
B 74 5⁄4 | ||||||||
| 4881 |
Enables project management and repository operations on GitLab through the GitL…
|
B 74 5⁄5 | ||||||||
| 4882 |
Enables AI assistants to parse and convert PDFs and images to structured text f…
|
B 74 5⁄5 | ||||||||
| 4883 |
azure-devops-mcp-server
Claim
Enables natural language interaction with Azure DevOps to manage work items, pr…
|
B 74 5⁄5 | ||||||||
| 4884 |
Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.
|
B 74 5⁄4 | ||||||||
| 4885 |
An MCP server that enables LLMs to search, summarize, and retrieve detailed inf…
|
B 74 5⁄5 | ||||||||
| 4886 |
OpenAI GPT image generation/editing MCP server.
|
B 74 5⁄5 | ||||||||
| 4887 |
MCP server for querying Polymarket prediction market data via The Graph subgrap…
|
B 74 5⁄4 | ||||||||
| 4888 |
Provides AI assistants with access to Cohesity DataProtect for managing backups…
|
B 74 5⁄5 | ||||||||
| 4889 |
Connects to Kakao Local API and Kakao Maps, enabling access to location-based s…
|
B 74 5⁄5 | ||||||||
| 4890 |
Semantic Scholar API, providing comprehensive access to academic paper data, au…
|
B 74 5⁄5 | ||||||||
| 4891 |
Enables interaction with Momento Cache to manage cache entries and perform admi…
|
B 74 5⁄5 | ||||||||
| 4892 |
MCP2Browser
Claim
Provides browser automation capabilities through HTTP, allowing AI assistants t…
|
B 74 5⁄4 | ||||||||
| 4893 |
Enables AI agents to autonomously browse inventory, negotiate terms, manage car…
|
B 74 5⁄5 | ||||||||
| 4894 |
Database-driven FP enforcement and project management for AI-maintained codebas…
|
B 74 5⁄4 | ||||||||
| 4895 |
QA Agent Pro
Claim
Enables AI assistants to perform automated web testing by controlling a Chrome …
|
B 74 5⁄5 | ||||||||
| 4896 |
Enables taking screenshots of web pages with support for multiple devices (desk…
|
B 74 5⁄5 | ||||||||
| 4897 |
Enables searching and querying clinical trials from ClinicalTrials.gov with int…
|
B 74 5⁄5 | ||||||||
| 4898 |
Enables AI models to interact with Freshservice IT service management platform,…
|
B 74 5⁄5 | ||||||||
| 4899 |
Enables IP address intelligence lookup including geolocation, network informati…
|
B 74 5⁄5 | ||||||||
| 4900 |
Enables AI assistants to read and modify Figma designs programmatically, suppor…
|
B 74 5⁄4 | ||||||||