MCP Server Quality Scores
Independent quality analysis of 48850 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20901 |
mcp-probe
Claim
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. Th…
|
B 72 4⁄3 | ||||||||
| 20902 |
An MCP server that exposes a legacy vulnerability database as tools for LLM cli…
|
B 72 3⁄3 | ||||||||
| 20903 |
dotnet-template-mcp
Claim
Search, inspect, preview, and create .NET projects from dotnet new templates vi…
|
B 72 3⁄3 | ||||||||
| 20904 |
Enables AI agents to search, analyze, and extract insights from YouTube videos …
|
B 72 3⁄3 | ||||||||
| 20905 |
brain-in-the-fish
Claim
Score any document. Prove every claim.
|
B 72 3⁄3 | ||||||||
| 20906 |
mcp-viral-transformer
Claim
Turn URLs into viral posts via "remake" command.
|
B 72 3⁄3 | ||||||||
| 20907 |
MCP server for Duplicacy — monitor backup status and Prometheus metrics
|
B 72 3⁄3 | ||||||||
| 20908 |
Make your MCP servers secure and production ready
|
B 72 4⁄3 | ||||||||
| 20909 |
EU Digital Omnibus AI Act tracker - Track delay status by article. First-mover …
|
B 72 3⁄3 | ||||||||
| 20910 |
searchcraft
Claim
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external serv…
|
B 72 3⁄3 | ||||||||
| 20911 |
Whispera
Claim
AI-powered voice transcription app for macOS using WhisperKit
|
B 72 3⁄3 | ||||||||
| 20912 |
Integrates with Atlassian Cloud products (Confluence and Jira) to enable AI ass…
|
B 72 4⁄4 | ||||||||
| 20913 |
Orchestrates 3D scene creation, camera paths, and physics-driven animations, br…
|
B 72 4⁄4 | ||||||||
| 20914 |
obsidian-emergent-mcp
Claim
Provides Claude Code with deep access to an Obsidian vault through 28 tools for…
|
B 72 4⁄3 | ||||||||
| 20915 |
Open source contribution manager with PR tracking, issue discovery, and CI diag…
|
B 72 3⁄3 | ||||||||
| 20916 |
Connects AI assistants to the Sharesight portfolio tracking platform via the v3…
|
B 72 4⁄4 | ||||||||
| 20917 |
An MCP server that exposes the python-bitcoinlib API
|
B 72 3⁄3 | ||||||||
| 20918 |
Agent tracing, cost tracking, anomaly detection for LLM agents
|
B 72 3⁄3 | ||||||||
| 20919 |
Manage IBM Watson Orchestrate tools, agents, connections from Cursor, Copilot, …
|
B 72 4⁄3 | ||||||||
| 20920 |
An MCP server that connects AI assistants to FL Studio for music production via…
|
B 72 3⁄3 | ||||||||
| 20921 |
Claude Talk to Figma MCP
Claim
Enables AI assistants like Claude Desktop to interact directly with Figma, allo…
|
B 72 4⁄3 | ||||||||
| 20922 |
Automates Android Virtual Device operations by enabling users to start emulator…
|
B 72 4⁄3 | ||||||||
| 20923 |
Enables AI assistants to interact with Redmine project management systems throu…
|
B 72 4⁄3 | ||||||||
| 20924 |
SQL Server MCP server with AST-based query validation, read-only safety, schema…
|
B 72 3⁄3 | ||||||||
| 20925 |
Local MCP server that exposes Scrivener projects to AI clients, enabling projec…
|
B 72 3⁄3 | ||||||||
| 20926 |
mcp-mcpmarket
Claim
Enables discovery and automatic installation of MCP servers via mcpmarket.com i…
|
B 72 3⁄3 | ||||||||
| 20927 |
DailyMed MCP Server
Claim
Provides access to the official FDA DailyMed database for comprehensive drug in…
|
B 72 4⁄4 | ||||||||
| 20928 |
A comprehensive server enabling natural language interaction with Storyblok CMS…
|
B 72 4⁄4 | ||||||||
| 20929 |
A comprehensive Model Context Protocol server that analyzes AWS costs and provi…
|
B 72 4⁄4 | ||||||||
| 20930 |
Notion MCP Server
Claim
Enables AI agents to interact with Notion workspaces through the Notion API, al…
|
B 72 4⁄4 | ||||||||
| 20931 |
Leverage advanced analytical thinking capabilities to break down complex proble…
|
B 72 3⁄3 | ||||||||
| 20932 |
Connects AI agents to the Zscaler Zero Trust Exchange platform via the Model Co…
|
B 72 4⁄3 | ||||||||
| 20933 |
Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx forma…
|
B 72 3⁄3 | ||||||||
| 20934 |
just-mcp
Claim
Share the same project justfile tasks with your AI Coding Agent.
|
B 72 4⁄3 | ||||||||
| 20935 |
Enables merchant integration with payware payment APIs for creating transaction…
|
B 72 4⁄4 | ||||||||
| 20936 |
Shared Memory That Never Forgets — persistent memory for AI agents with Space-b…
|
B 72 3⁄3 | ||||||||
| 20937 |
|
B 72 4⁄3 | ||||||||
| 20938 |
WEBGhosting-MCP
Claim
Intelligent stealth browser MCP server for AI agents with 30 tools, 22 anti fin…
|
B 72 3⁄3 | ||||||||
| 20939 |
Index source code into a local knowledge base, search with keyword + semantic +…
|
B 72 3⁄3 | ||||||||
| 20940 |
A server that enables management of ApiPost API documentation and team collabor…
|
B 72 4⁄4 | ||||||||
| 20941 |
Enables AI assistants to interact with Databricks workspaces programmatically, …
|
B 72 4⁄4 | ||||||||
| 20942 |
memviz
Claim
Visual explorer for [MCP Memory Service](https://github.com/doobidoo/mcp-memory…
|
B 72 4⁄3 | ||||||||
| 20943 |
A comprehensive MCP server providing unified access to the Hedera DeFi ecosyste…
|
B 72 4⁄4 | ||||||||
| 20944 |
Provides a standardized interface for interacting with Quickbase's JSON RESTful…
|
B 72 4⁄4 | ||||||||
| 20945 |
MCP server for full control of Apple Keynote through AppleScript automation. Cr…
|
B 72 4⁄3 | ||||||||
| 20946 |
Provides AI assistants with comprehensive access to Azure DevOps services inclu…
|
B 72 4⁄4 | ||||||||
| 20947 |
sei-mcp-server
Claim
|
B 72 4⁄3 | ||||||||
| 20948 |
Claude Talk to Figma MCP
Claim
Enables AI assistants like Claude and Cursor to interact directly with Figma to…
|
B 72 4⁄3 | ||||||||
| 20949 |
Enables access to MetaTrader5 market data and trading functionality, including …
|
B 72 4⁄3 | ||||||||
| 20950 |
AgentRecall
Claim
MCP server for persistent, compounding memory that automatically captures corre…
|
B 72 3⁄3 | ||||||||