MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4801 |
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
|
B 74 5⁄5 | ||||||||
| 4802 |
A server that enables AI assistants like Claude to interact with Roam Research …
|
B 74 5⁄5 | ||||||||
| 4803 |
Provides read and write access to Airtable databases, enabling LLMs to inspect …
|
B 74 5⁄5 | ||||||||
| 4804 |
Enables comprehensive video quality analysis including metadata extraction, GOP…
|
B 74 5⁄4 | ||||||||
| 4805 |
A beginner-friendly MCP server that enables AI to explore file systems through …
|
B 74 5⁄5 | ||||||||
| 4806 |
Enables AI assistants to manage YAPI API documentation by providing tools to cr…
|
B 74 5⁄5 | ||||||||
| 4807 |
Generates professional Draw.io compatible diagrams (flowcharts, sequence diagra…
|
B 74 5⁄4 | ||||||||
| 4808 |
Enables LLMs to interact with Discord channels by sending and reading messages …
|
B 74 5⁄5 | ||||||||
| 4809 |
A plugin-based MCP server that enables interaction with multiple databases (MyS…
|
B 74 5⁄5 | ||||||||
| 4810 |
SSH tunnel and remote server management MCP — execute commands, transfer files,…
|
B 74 5⁄4 | ||||||||
| 4811 |
Buttondown MCP Server
Claim
Enables AI and LLM systems to interact with the Buttondown newsletter service, …
|
B 74 5⁄5 | ||||||||
| 4812 |
Enables querying Supabase databases and generating TypeScript types through the…
|
B 74 5⁄5 | ||||||||
| 4813 |
Enables users to interact with container registries through the ORAS CLI, provi…
|
B 74 5⁄5 | ||||||||
| 4814 |
An MCP server that provides tools for intelligently querying, analyzing, and re…
|
B 74 6⁄6 | ||||||||
| 4815 |
athenahealth MCP Server
Claim
Enables AI-powered clinical decision support by integrating with athenahealth's…
|
B 74 5⁄5 | ||||||||
| 4816 |
Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagr…
|
B 74 5⁄4 | ||||||||
| 4817 |
Provides Stackpress framework context and documentation to AI utilities like Cl…
|
B 74 5⁄4 | ||||||||
| 4818 |
A read-only PostgreSQL MCP server that enables AI agents to perform schema intr…
|
B 74 5⁄5 | ||||||||
| 4819 |
Enables LLM agents to search, navigate, and filter PolyMarket prediction market…
|
B 74 5⁄5 | ||||||||
| 4820 |
A framework for building and querying temporally-aware knowledge graphs that al…
|
B 74 5⁄5 | ||||||||
| 4821 |
NotebookLM does the research, Claude writes the content. Research → Synthesis →…
|
B 74 5⁄4 | ||||||||
| 4822 |
Provides comprehensive access to Portuguese weather data from IPMA, including f…
|
B 74 5⁄5 | ||||||||
| 4823 |
Enables comprehensive test management with JIRA's Zephyr system, allowing users…
|
B 74 5⁄5 | ||||||||
| 4824 |
A server that analyzes website performance using Playwright and Lighthouse, all…
|
B 74 5⁄4 | ||||||||
| 4825 |
Enables interaction with Red Bee Media OTT streaming platform, providing 33 too…
|
B 74 5⁄5 | ||||||||
| 4826 |
Connect AI models like Claude & ChatGPT with ROS robots using MCP
|
B 74 5⁄4 | ||||||||
| 4827 |
Analyzes source code across multiple languages to extract structural elements l…
|
B 74 5⁄4 | ||||||||
| 4828 |
Enables AI agents to connect to and chat with multiple LLM models (OpenAI, Open…
|
B 74 5⁄5 | ||||||||
| 4829 |
Enables users to manage their notes on NotesKeep directly through Claude Code o…
|
B 74 5⁄5 | ||||||||
| 4830 |
A Model Context Protocol (MCP) server for querying drug information from the Op…
|
B 74 5⁄5 | ||||||||
| 4831 |
Provides Trivy security scanning capabilities through a standardized interface,…
|
B 74 5⁄4 | ||||||||
| 4832 |
A composition-focused server built on music21 for generative music workflows, e…
|
B 74 5⁄5 | ||||||||
| 4833 |
Enables control of LIFX smart lights through natural language, including power …
|
B 74 5⁄5 | ||||||||
| 4834 |
HTTP OAuth MCP Server
Claim
A reference implementation for creating an MCP server supporting Streamable HTT…
|
B 74 5⁄5 | ||||||||
| 4835 |
An MCP server that provides a semantic layer for the Voi ecosystem, translating…
|
B 74 5⁄5 | ||||||||
| 4836 |
Enables LLMs to interact with Hyperfabric infrastructure management APIs, provi…
|
B 74 5⁄5 | ||||||||
| 4837 |
An SSH MCP server that enables users to connect to and manage remote servers di…
|
B 74 5⁄4 | ||||||||
| 4838 |
Todoist MCP Server
Claim
Enables task and project management in Todoist through natural language, suppor…
|
B 74 5⁄5 | ||||||||
| 4839 |
MCP server that provides tools and resources to control and monitor robots usin…
|
B 74 5⁄4 | ||||||||
| 4840 |
Provides tools and prompts for Trezoa blockchain development, including RPC met…
|
B 74 5⁄4 | ||||||||
| 4841 |
Provides real-time access to official LangChain documentation, API references, …
|
B 74 5⁄5 | ||||||||
| 4842 |
Enables interaction with Linear's API for managing issues, teams, and projects …
|
B 74 5⁄5 | ||||||||
| 4843 |
Enables users to manage Uber advertising campaigns through natural language by …
|
B 74 5⁄5 | ||||||||
| 4844 |
MCP server providing read-only access to Monarch Money financial data, enabling…
|
B 74 5⁄5 | ||||||||
| 4845 |
Enables comprehensive Sleeper Fantasy Football integration with Claude, providi…
|
B 74 5⁄5 | ||||||||
| 4846 |
Enables natural language interaction with Obsidian vaults, supporting intellige…
|
B 74 5⁄4 | ||||||||
| 4847 |
Enables extraction of comprehensive LinkedIn profile data including experience,…
|
B 74 5⁄4 | ||||||||
| 4848 |
Provides comprehensive tools for TailwindCSS development including utility clas…
|
B 74 5⁄5 | ||||||||
| 4849 |
An MCP server that enables AI assistants to discover and execute Nox sessions f…
|
B 74 5⁄5 | ||||||||
| 4850 |
Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.
|
B 74 5⁄4 | ||||||||