MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22151 |
supabase
Claim
|
C 66 4⁄3 | ||||||||
| 22152 |
Enables comprehensive management of Google Tag Manager accounts, containers, wo…
|
C 66 4⁄4 | ||||||||
| 22153 |
Eclipse IDE as an MCP Server for AI Agents
|
C 66 3⁄3 | ||||||||
| 22154 |
|
C 66 3⁄3 | ||||||||
| 22155 |
A FastMCP server for the scholarly citation landscape that enables LLMs to sear…
|
C 66 3⁄3 | ||||||||
| 22156 |
Enables AI models to interact with AWS Lambda functions via the MCP protocol, a…
|
C 66 4⁄4 | ||||||||
| 22157 |
Provides intelligent retrieval capabilities for local files by scanning directo…
|
C 66 4⁄3 | ||||||||
| 22158 |
A unified remote terminal management server that simplifies complex SSH connect…
|
C 66 4⁄4 | ||||||||
| 22159 |
Per-byte USDC data feeds and oracles for AI agents. Verifiable, no token, no AP…
|
C 66 3⁄3 | ||||||||
| 22160 |
MCP File Tools
Claim
Non-UTF-8/Unicode encoding: CP1251, CP1252, KOI8-R, ISO-8859 with auto-detection
|
C 66 4⁄3 | ||||||||
| 22161 |
Enables Claude Desktop to securely access Amazon WorkMail email and calendar fu…
|
C 66 3⁄3 | ||||||||
| 22162 |
An MCP server that gives LLMs persistent, searchable semantic memory
|
C 66 3⁄3 | ||||||||
| 22163 |
python-ai-kit
Claim
Python boilerplate for creating AI agents, MCP servers, API microservices and m…
|
C 66 4⁄3 | ||||||||
| 22164 |
Enables AI assistants to programmatically control Autodesk Maya via natural lan…
|
C 66 4⁄3 | ||||||||
| 22165 |
Enables AI assistants to generate and edit images through OpenAI's DALL-E model…
|
C 66 4⁄4 | ||||||||
| 22166 |
Enables AI assistants to control GDB debugger via MCP protocol for local and re…
|
C 66 3⁄3 | ||||||||
| 22167 |
Rememberizer MCP Server
Claim
Enables semantic search and retrieval of personal and team knowledge from conne…
|
C 66 4⁄4 | ||||||||
| 22168 |
Enables interaction with Azure DevOps through natural language in Cursor IDE. S…
|
C 66 4⁄3 | ||||||||
| 22169 |
MCP server for AI-assisted coding with development history: git, tests, Copilot.
|
C 66 4⁄3 | ||||||||
| 22170 |
Enables analysis of native Android libraries (SO files) and Flutter application…
|
C 66 4⁄3 | ||||||||
| 22171 |
shortcuts-mcp-server
Claim
shortcuts-mcp-server
|
C 66 3⁄3 | ||||||||
| 22172 |
Mnemo
Claim
Provides AI assistants with extended memory by loading large codebases, documen…
|
C 66 4⁄4 | ||||||||
| 22173 |
Enables AI assistants to control and interact with BetterTouchTool on macOS, al…
|
C 66 4⁄3 | ||||||||
| 22174 |
Capture Screen MCP
Claim
Windows screen capture MCP server with display, region, and active-window captu…
|
C 66 3⁄3 | ||||||||
| 22175 |
MCP server for Intervals.icu — access training, wellness, and performance data …
|
C 66 3⁄3 | ||||||||
| 22176 |
A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI …
|
C 66 4⁄4 | ||||||||
| 22177 |
mcp-bsl-platform-context
Claim
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Пред…
|
C 66 3⁄3 | ||||||||
| 22178 |
mcp-gateway
Claim
MCP OAuth Proxy incl. dynamic client registration (DCR), MCP prompt analytics a…
|
C 66 4⁄3 | ||||||||
| 22179 |
📇 🏠 Control Spotify playback and manage playlists.
|
C 66 4⁄3 | ||||||||
| 22180 |
An MCP server that enables LLMs to interact with MISP for threat intelligence s…
|
C 66 4⁄4 | ||||||||
| 22181 |
A custom TypeScript MCP Server intended to be used with Claude Code
|
C 66 4⁄3 | ||||||||
| 22182 |
An MCP server for querying and analyzing Apache Incubator podling health report…
|
C 66 3⁄3 | ||||||||
| 22183 |
A standalone agent runner that executes tasks using MCP (Model Context Protocol…
|
C 66 4⁄3 | ||||||||
| 22184 |
8,000+ pay-per-call APIs via x402 USDC micropayments on Base. No API keys neede…
|
C 66 3⁄3 | ||||||||
| 22185 |
A Model Context Protocol server for removing backgrounds from images using AI-p…
|
C 66 3⁄3 | ||||||||
| 22186 |
Provides a unified tool for TLS certificate analysis with automatic OpenSSL int…
|
C 66 4⁄4 | ||||||||
| 22187 |
mcp-auth-proxy
Claim
MCP Auth Proxy is a secure OAuth 2.1 authentication proxy for Model Context Pro…
|
C 66 4⁄3 | ||||||||
| 22188 |
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…
|
C 66 3⁄3 | ||||||||
| 22189 |
Provides access to the Unusual Whales API for real-time financial data, options…
|
C 66 4⁄4 | ||||||||
| 22190 |
mcp-linker
Claim
mcp store manager, add & syncs MCP server configurations across clients like Cl…
|
C 66 4⁄3 | ||||||||
| 22191 |
e18e
Claim
The official e18e MCP server keeping your agent in check from installing bloate…
|
C 66 4⁄3 | ||||||||
| 22192 |
Model Context Protocol server that enables AI assistants like Claude to access …
|
C 66 4⁄4 | ||||||||
| 22193 |
A Message Control Protocol (MCP) server for manipulating Guitar Pro files. It p…
|
C 66 3⁄3 | ||||||||
| 22194 |
Excel Finance MCP
Claim
Enables comprehensive Excel operations and financial calculations including inv…
|
C 66 4⁄3 | ||||||||
| 22195 |
Know if you can trust your MCP server. Trust judgment for AI agents.
|
C 66 3⁄3 | ||||||||
| 22196 |
Enables AI agents to manage Linear issues, projects, teams, users, comments, an…
|
C 66 4⁄4 | ||||||||
| 22197 |
AccuWeather MCP
Claim
MCP server providing weather tools with data sourced from AccuWeather.
|
C 66 3⁄3 | ||||||||
| 22198 |
Telegram API integration for accessing user data, managing dialogs (chats, chan…
|
C 66 4⁄3 | ||||||||
| 22199 |
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG p…
|
C 66 4⁄3 | ||||||||
| 22200 |
Provides intelligent code context management and semantic search capabilities f…
|
C 66 4⁄4 | ||||||||