MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 3 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15851 |
An MCP server implementation that maximizes Gemini's 2M token context window wi…
|
F 30 5⁄5 | ||||||||
| 15852 |
A Model Context Protocol server that provides tools for code modification and g…
|
F 30 5⁄5 | ||||||||
| 15853 |
Enables interaction with YouTube through the YouTube Data API, allowing users t…
|
F 30 5⁄4 | ||||||||
| 15854 |
A secure middleware that intercepts AI agent tool calls to evaluate risks and m…
|
F 30 5⁄5 | ||||||||
| 15855 |
An MCP server for Tendem that enables users to complete tasks using a hybrid of…
|
F 30 5⁄5 | ||||||||
| 15856 |
Generates beautiful App Store and Play Store screenshots by inserting app image…
|
F 30 5⁄5 | ||||||||
| 15857 |
🧠 Production-ready MCP server providing intelligent memory for Claude Code with…
|
F 30 5⁄4 | ||||||||
| 15858 |
MCP server for video analysis — extracts transcripts, key frames, OCR text, and…
|
F 30 5⁄5 | ||||||||
| 15859 |
A bridge between Gemini and GLM-4.5 models that provides 25 tools for automatin…
|
F 30 5⁄5 | ||||||||
| 15860 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15861 |
Integration with Timeplus, a database for streaming data, such as Apache Kafka/…
|
F 30 5⁄5 | ||||||||
| 15862 |
Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQu…
|
F 30 5⁄5 | ||||||||
| 15863 |
Enables Type 1 diabetes patients and caregivers to monitor real-time blood gluc…
|
F 30 6⁄6 | ||||||||
| 15864 |
Provides OCR services powered by Google's Gemini API to extract text from image…
|
F 30 5⁄5 | ||||||||
| 15865 |
Enables on-demand generation of TypeScript tools using an LLM with human-in-the…
|
F 30 5⁄5 | ||||||||
| 15866 |
Enables LLMs to retrieve and analyze Steam game reviews, providing access to re…
|
F 30 5⁄5 | ||||||||
| 15867 |
An MCP server that allows Claude and other LLMs to manage persistent memories a…
|
F 30 5⁄5 | ||||||||
| 15868 |
|
F 30 5⁄4 | ||||||||
| 15869 |
A tool-augmented LLM system for the full PDDL planning pipeline, improving reli…
|
F 30 5⁄4 | ||||||||
| 15870 |
Enables AI assistants to securely access and search Fastmail emails via the JMA…
|
F 30 5⁄5 | ||||||||
| 15871 |
An MCP server that enables LLMs to autonomously reverse engineer applications t…
|
F 30 5⁄4 | ||||||||
| 15872 |
An MCP server that allows AI assistants to query databases using natural langua…
|
F 30 5⁄5 | ||||||||
| 15873 |
An MCP server that provides access to Tekuila restaurant menus with AI-powered …
|
F 30 5⁄5 | ||||||||
| 15874 |
An MCP server that allows users to define custom tools via a configuration file…
|
F 30 5⁄4 | ||||||||
| 15875 |
Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase …
|
F 30 5⁄4 | ||||||||
| 15876 |
Connects AI assistants directly to Obsidian vaults with intelligent note creati…
|
F 30 5⁄4 | ||||||||
| 15877 |
MCP server for Florentine.ai - Natural language to MongoDB aggregations
|
F 30 5⁄5 | ||||||||
| 15878 |
Enables AI assistants to save and search bookmarks with semantic search using O…
|
F 30 5⁄4 | ||||||||
| 15879 |
An MCP server that connects language models to the LSD database, enabling web d…
|
F 30 5⁄5 | ||||||||
| 15880 |
Enables AI-assisted development for Webasyst framework projects, including crea…
|
F 30 5⁄4 | ||||||||
| 15881 |
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
|
F 30 5⁄5 | ||||||||
| 15882 |
Enables Claude Desktop to interact with MySQL databases through secure query ex…
|
F 30 5⁄5 | ||||||||
| 15883 |
Provides advanced image analysis capabilities including object recognition, OCR…
|
F 30 5⁄5 | ||||||||
| 15884 |
A proof-of-concept Model Context Protocol server that enables LLM applications …
|
F 30 5⁄5 | ||||||||
| 15885 |
A Model Context Protocol server that connects GitHub code to Claude.ai. This se…
|
F 30 5⁄5 | ||||||||
| 15886 |
MCP Gateway and Registry
|
F 30 5⁄4 | ||||||||
| 15887 |
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
|
F 30 5⁄4 | ||||||||
| 15888 |
An MCP server that enables AI-powered exploration of RDF data and SPARQL queryi…
|
F 30 5⁄5 | ||||||||
| 15889 |
Integrates with the Freqtrade cryptocurrency trading bot via its REST API to en…
|
F 30 5⁄5 | ||||||||
| 15890 |
Exposes tools for performing web searches via DuckDuckGo and fetching webpage c…
|
F 30 5⁄5 | ||||||||
| 15891 |
An MCP server that enables AI clients to delegate tasks to autonomous developer…
|
F 30 5⁄5 | ||||||||
| 15892 |
A codemode MCP server for fetching and querying dependency source code from npm…
|
F 30 5⁄5 | ||||||||
| 15893 |
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
|
F 30 5⁄4 | ||||||||
| 15894 |
Enables creating, managing, and searching Markdown notes with support for tags,…
|
F 30 5⁄4 | ||||||||
| 15895 |
A secure Model Context Protocol server that provides tools for calculating Fibo…
|
F 30 5⁄4 | ||||||||
| 15896 |
This MCP server provides access to the KumpeApps API, enabling users to interac…
|
F 30 5⁄5 | ||||||||
| 15897 |
A powerful, self-extending MCP server for dynamic AI tool orchestration. Featur…
|
F 30 5⁄4 | ||||||||
| 15898 |
Add RAG-powered AI chat to any website with one command. Local vector store, mu…
|
F 30 5⁄4 | ||||||||
| 15899 |
Enables enterprise document retrieval using graph-based reasoning and knowledge…
|
F 30 5⁄4 | ||||||||
| 15900 |
MCP server using the Aseprite API to create pixel art
|
F 30 5⁄4 | ||||||||