MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15151 |
Enterprise-grade Rust implementation of Anthropic's MCP protocol
|
F 30 5⁄4 | ||||||||
| 15152 |
Am MCP server for LNbits Lightning Network wallet integration.
|
F 30 5⁄4 | ||||||||
| 15153 |
Search campgrounds around the world on campertunity, check availability, and pr…
|
F 30 5⁄5 | ||||||||
| 15154 |
Integrates with the Freqtrade cryptocurrency trading bot via its REST API to en…
|
F 30 5⁄5 | ||||||||
| 15155 |
cognitive-tools-mcp / gikendaasowin-aabajichiganan
|
F 30 5⁄4 | ||||||||
| 15156 |
Provides AI assistants with live access to a Gerbil Scheme environment to evalu…
|
F 30 5⁄4 | ||||||||
| 15157 |
An MCP server that automatically generates documentation, test plans, and code …
|
F 30 5⁄5 | ||||||||
| 15158 |
An MCP server powered by Meta's Prophet that enables LLMs to perform time-serie…
|
F 30 5⁄5 | ||||||||
| 15159 |
A semantic router that provides unified access to multiple MCP servers through …
|
F 30 5⁄5 | ||||||||
| 15160 |
An MCP server that enables local AI models to receive guidance from remote 'sen…
|
F 30 5⁄5 | ||||||||
| 15161 |
Agent-to-agent referral network. Discover, recommend, and refer users between A…
|
F 30 6⁄6 | ||||||||
| 15162 |
Triplewhale MCP Server
|
F 30 6⁄4 | ||||||||
| 15163 |
Provides intelligent access to OPTA football API documentation with automatic a…
|
F 30 5⁄5 | ||||||||
| 15164 |
A MCP server that enables Claude to discover and call any API endpoint through …
|
F 30 5⁄5 | ||||||||
| 15165 |
GitLabとの連携機能を提供するModel Context Protocol (MCP) サーバーです。GitLabの特定のプロジェクトからパイプラインの失…
|
F 30 5⁄5 | ||||||||
| 15166 |
An MCP server that enables direct communication between two Claude instances, a…
|
F 30 5⁄5 | ||||||||
| 15167 |
Enables natural language interface for single-cell RNA-Seq analysis using Liana…
|
F 30 5⁄5 | ||||||||
| 15168 |
A Model Context Protocol (MCP) server that converts LaTeX mathematical expressi…
|
F 30 5⁄5 | ||||||||
| 15169 |
A Model Context Protocol server implementation that provides tools for querying…
|
F 30 5⁄4 | ||||||||
| 15170 |
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
|
F 30 5⁄4 | ||||||||
| 15171 |
A minimal Model Context Protocol server that provides a safety guardrail tool t…
|
F 30 5⁄4 | ||||||||
| 15172 |
Agent-to-agent messaging relay. Discover agents, send messages, and receive rep…
|
F 30 5⁄4 | ||||||||
| 15173 |
A custom Model Context Protocol server that enables GitHub Copilot Agent to per…
|
F 30 5⁄4 | ||||||||
| 15174 |
A versatile MCP server framework that enables AI capabilities like remote contr…
|
F 30 5⁄5 | ||||||||
| 15175 |
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
|
F 30 5⁄5 | ||||||||
| 15176 |
Enables access to Jiminny sales call transcripts, AI-generated summaries, and a…
|
F 30 5⁄5 | ||||||||
| 15177 |
Provides mathematical calculation tools including basic operations, expressions…
|
F 30 5⁄5 | ||||||||
| 15178 |
Enables AI clients to query Dakota Marketplace data by integrating directly wit…
|
F 30 5⁄4 | ||||||||
| 15179 |
Connects LLMs to the Fantasy Premier League API for intelligent team management…
|
F 30 5⁄5 | ||||||||
| 15180 |
A lightweight server that uses ChatGPT to qualify leads using the BANT framewor…
|
F 30 5⁄5 | ||||||||
| 15181 |
A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactio…
|
F 30 5⁄4 | ||||||||
| 15182 |
Enables AI agents to create, modify, and manage Figma designs through natural l…
|
F 30 5⁄5 | ||||||||
| 15183 |
An MCP server that automates the continuation of AI tasks by intercepting tool …
|
F 30 5⁄4 | ||||||||
| 15184 |
A locally-hosted MCP server that provides AI assistants with advanced web crawl…
|
F 30 5⁄4 | ||||||||
| 15185 |
A Model Context Protocol server that enables programmatic control of Moom windo…
|
F 30 5⁄4 | ||||||||
| 15186 |
An MCP server for processing images using Florence-2
|
F 30 5⁄4 | ||||||||
| 15187 |
Integrates the Reachy Mini robot or its simulation with Claude Code to provide …
|
F 30 5⁄4 | ||||||||
| 15188 |
Provides access to a community knowledge base of 16k+ debugging solutions and 2…
|
F 30 5⁄5 | ||||||||
| 15189 |
A humorous MCP server that provides AI agents with "break tools" like taking ba…
|
F 30 5⁄4 | ||||||||
| 15190 |
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
|
F 30 6⁄6 | ||||||||
| 15191 |
A Model Context Protocol server that allows management and execution of Blender…
|
F 30 5⁄4 | ||||||||
| 15192 |
An AI-powered tool that transforms natural language specifications into structu…
|
F 30 6⁄6 | ||||||||
| 15193 |
A unified plugin for developers integrating MCP servers into modern JavaScript …
|
F 30 5⁄4 | ||||||||
| 15194 |
A custom Model Context Protocol server that provides real-time financial analys…
|
F 30 5⁄5 | ||||||||
| 15195 |
An advanced Model Context Protocol server that integrates real-time weather dat…
|
F 30 5⁄5 | ||||||||
| 15196 |
A semantic search MCP server that provides historical question-and-answer capab…
|
F 30 5⁄5 | ||||||||
| 15197 |
A Model Context Protocol server that provides tools for code modification and g…
|
F 30 5⁄5 | ||||||||
| 15198 |
Official MCP server for pplog - a poem sharing service
|
F 30 5⁄4 | ||||||||
| 15199 |
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes fr…
|
F 30 6⁄6 | ||||||||
| 15200 |
This MCP server enables the generation of structured fitness content, including…
|
F 30 5⁄5 | ||||||||