MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21301 |
An MCP Server that enables interaction with Google's Organization Policy API, a…
|
D 53 4⁄3 | ||||||||
| 21302 |
mcp-server-shioaji
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
|
D 53 4⁄4 | ||||||||
| 21303 |
awesome-mcp
Claim
A collection of mcp servers/client/sdks
|
D 53 3⁄3 | ||||||||
| 21304 |
twitch-mcp
Claim
This project is a fork and expansion of TomCools' Twitch MCP Server, which impl…
|
D 53 4⁄4 | ||||||||
| 21305 |
A server that connects Ableton Live to Claude AI through the Model Context Prot…
|
D 53 4⁄3 | ||||||||
| 21306 |
A server that allows AI agents to query and retrieve information about upcoming…
|
D 53 4⁄4 | ||||||||
| 21307 |
A Model Context Protocol server that converts Solidity bytecode into functional…
|
D 53 4⁄4 | ||||||||
| 21308 |
A third-party MCP server for interacting with HashiCorp Vault to manage ACL pol…
|
D 53 4⁄4 | ||||||||
| 21309 |
A Model Context Protocol server that extends AI capabilities by providing tools…
|
D 53 4⁄3 | ||||||||
| 21310 |
Supabase MCP Server
Claim
Enables AI agents to access and manage Supabase projects through the Model Cont…
|
D 53 4⁄4 | ||||||||
| 21311 |
Enables access to Japan's official government statistics portal (e-Stat) API to…
|
D 53 4⁄4 | ||||||||
| 21312 |
WigAI
Claim
Bitwig Controller Extension that provides an MCP Server for AI Agent control
|
D 53 4⁄3 | ||||||||
| 21313 |
Transform REST APIs into intelligent, chat-driven MCP servers with zero code ch…
|
D 53 4⁄4 | ||||||||
| 21314 |
domain-lookup-mcp
Claim
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Regi…
|
D 53 4⁄3 | ||||||||
| 21315 |
MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull repo…
|
D 53 3⁄3 | ||||||||
| 21316 |
An MCP server that enables interaction with Twilio Frontline API for customer c…
|
D 53 4⁄4 | ||||||||
| 21317 |
A lightweight Python-based MCP server for managing recipes and favorite collect…
|
D 53 4⁄3 | ||||||||
| 21318 |
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
|
D 53 5⁄5 | ||||||||
| 21319 |
RentSmart MCP
Claim
Enables users to generate rental agreements and receipts as PDFs through an AI-…
|
D 53 4⁄4 | ||||||||
| 21320 |
Provides instant access to 700+ programming documentation sources and creates i…
|
D 53 4⁄4 | ||||||||
| 21321 |
HoudiniMCP
Claim
Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assis…
|
D 53 3⁄3 | ||||||||
| 21322 |
A Model Context Protocol server that allows interaction with TestRail's core en…
|
D 53 4⁄4 | ||||||||
| 21323 |
Fetches GitHub pull request information including file changes, diffs, and meta…
|
D 53 4⁄4 | ||||||||
| 21324 |
mcp-open-webresearch
Claim
A proxy-aware MCP server that enables web searching across multiple engines and…
|
D 53 4⁄4 | ||||||||
| 21325 |
awesome-mcp
Claim
A carefully curated collection of high-quality tools, libraries, research paper…
|
D 53 4⁄3 | ||||||||
| 21326 |
MCP Server for Nova Poshta API integration with AI assistants
|
D 53 4⁄3 | ||||||||
| 21327 |
AST-based Python refactoring MCP server with safe automated refactorings and ro…
|
D 53 4⁄3 | ||||||||
| 21328 |
A middleware server that intelligently routes AI model queries to appropriate d…
|
D 53 4⁄4 | ||||||||
| 21329 |
swift-skeleton
Claim
Swift source code structural indexer. Extracts type declarations, properties, m…
|
D 53 4⁄3 | ||||||||
| 21330 |
An MCP server that enables interaction with Google Custom Search API through na…
|
D 53 4⁄3 | ||||||||
| 21331 |
Tech News Update Agent
Claim
A FastAPI backend that integrates with ElevenLabs MCP to create an AI agent cap…
|
D 53 4⁄4 | ||||||||
| 21332 |
A server that provides standardized development rules and context for Business …
|
D 53 4⁄4 | ||||||||
| 21333 |
Enables AI assistants to generate UML diagrams through natural language by rend…
|
D 53 4⁄4 | ||||||||
| 21334 |
An MCP server that enables interaction with multiple Kubernetes clusters simult…
|
D 53 4⁄3 | ||||||||
| 21335 |
Enables users to query Wolfram Alpha's computational knowledge engine through n…
|
D 53 4⁄3 | ||||||||
| 21336 |
gpt2099.nu
Claim
a Nushell cross.stream extension to interact with LLMs and MCP servers
|
D 53 4⁄3 | ||||||||
| 21337 |
awesome-mcp-servers
Claim
A curated list of excellent Model Context Protocol (MCP) servers.
|
D 53 3⁄3 | ||||||||
| 21338 |
This server generates placeholder image URLs from various providers, supporting…
|
D 53 4⁄4 | ||||||||
| 21339 |
A self-hosted remote MCP server that provides reusable prompts and development …
|
D 53 4⁄4 | ||||||||
| 21340 |
Enables AI systems to analyze documents and extract form data through Azure For…
|
D 53 4⁄4 | ||||||||
| 21341 |
Enables AI models to interact with Jira using a standardized protocol, offering…
|
D 53 4⁄4 | ||||||||
| 21342 |
Enables AI agents to build and query a persistent knowledge graph with entities…
|
D 53 4⁄4 | ||||||||
| 21343 |
An MCP server that enables AI assistants to interact with Gradescope for course…
|
D 52 4⁄4 | ||||||||
| 21344 |
Enables interaction with Dooray's task and calendar management system, allowing…
|
D 52 4⁄4 | ||||||||
| 21345 |
Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Sear…
|
D 52 4⁄4 | ||||||||
| 21346 |
Vibe-Skills
Claim
An integrated AI capability stack with 340 skills, MCP entry points, agent work…
|
D 52 4⁄3 | ||||||||
| 21347 | D 52 4⁄3 | |||||||||
| 21348 |
Local DevOps MCP Server
Claim
Enables Docker container management through natural language conversations, inc…
|
D 52 4⁄3 | ||||||||
| 21349 |
MCP server for Radare2 disassembler. Provides AI with capability to disassemble…
|
D 52 4⁄3 | ||||||||
| 21350 |
Enables AI assistants to manage Docker containers, deploy stacks, and monitor s…
|
D 52 4⁄4 | ||||||||
