MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4601 |
|
B 74 5⁄5 | ||||||||
| 4602 |
A Model Context Protocol server that empowers AI agents with metacognitive moni…
|
B 74 5⁄5 | ||||||||
| 4603 |
Provides comprehensive access to Portuguese weather data from IPMA, including f…
|
B 74 5⁄5 | ||||||||
| 4604 |
Integrate your applications with the Handwriting OCR service to effortlessly up…
|
B 74 5⁄4 | ||||||||
| 4605 |
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
|
B 74 5⁄5 | ||||||||
| 4606 |
EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto a…
|
B 74 5⁄5 | ||||||||
| 4607 |
Integrates with SerpAPI and YouTube to provide comprehensive search capabilitie…
|
B 74 5⁄5 | ||||||||
| 4608 |
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT br…
|
B 74 5⁄5 | ||||||||
| 4609 |
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
|
B 74 5⁄5 | ||||||||
| 4610 |
🐞 MCP Node.js debugger
|
B 74 5⁄4 | ||||||||
| 4611 |
Enables comprehensive DNS operations including lookups for various record types…
|
B 74 5⁄5 | ||||||||
| 4612 |
rust-research-mcp
Claim
An MCP server for academic research that enables paper search across 14 sources…
|
B 74 5⁄4 | ||||||||
| 4613 |
Provides AI assistants with comprehensive access to Islamic resources including…
|
B 74 5⁄5 | ||||||||
| 4614 |
Validate EU VAT IDs directly from your AI assistant. The only MCP server with q…
|
B 74 5⁄5 | ||||||||
| 4615 |
CodeSavant
Claim
Provides code manipulation, execution, and version control capabilities. It all…
|
B 74 5⁄4 | ||||||||
| 4616 |
Expose all Home Assistant voice intents through a Model Context Protocol Server…
|
B 74 5⁄4 | ||||||||
| 4617 |
Connects AI agents to the Rippling HR/IT/Finance platform to query employees, m…
|
B 74 5⁄5 | ||||||||
| 4618 |
Connect Claude Code to Vim/Neovim - query state, execute commands, search help,…
|
B 74 5⁄4 | ||||||||
| 4619 |
Markdown TOC MCP Server
Claim
Enables intelligent Markdown document analysis including extracting table of co…
|
B 74 5⁄4 | ||||||||
| 4620 |
A read-only FastMCP server that enables AI assistants to query and retrieve net…
|
B 74 5⁄5 | ||||||||
| 4621 |
Provides browser automation capabilities for LLMs using Playwright's accessibil…
|
B 74 5⁄5 | ||||||||
| 4622 |
guildbridge
Claim
🏰 Remotely hosted MCP server for Discord
|
B 74 5⁄5 | ||||||||
| 4623 |
A composition-focused server built on music21 for generative music workflows, e…
|
B 74 5⁄5 | ||||||||
| 4624 |
A comprehensive and efficient MCP server for task management with multi-format …
|
B 74 5⁄5 | ||||||||
| 4625 |
Enables users to interact with container registries through the ORAS CLI, provi…
|
B 74 5⁄5 | ||||||||
| 4626 |
Enables searching PureScript documentation through the Pursuit search engine. S…
|
B 74 5⁄5 | ||||||||
| 4627 |
Converts various file types (PDF, images, audio, DOCX, XLSX, PPTX) and web cont…
|
B 74 5⁄5 | ||||||||
| 4628 |
A TypeScript-based MCP server that interacts with Contentful's Delivery API, en…
|
B 74 5⁄5 | ||||||||
| 4629 |
An MCP server to Manage Google Tasks
|
B 74 5⁄5 | ||||||||
| 4630 |
An MCP server that enables AI agents to read, search, update, and list document…
|
B 74 5⁄5 | ||||||||
| 4631 |
Interactive MCP
Claim
Enables AI assistants to request user input through interactive popups in VS Co…
|
B 74 5⁄4 | ||||||||
| 4632 |
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
|
B 74 5⁄5 | ||||||||
| 4633 |
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
|
B 74 5⁄5 | ||||||||
| 4634 |
Converts URLs into scannable QR codes with customizable options like error corr…
|
B 74 5⁄5 | ||||||||
| 4635 |
Minecraft MCP Server
Claim
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
|
B 74 5⁄4 | ||||||||
| 4636 |
Enables cross-window context sharing in VS Code by persisting Copilot conversat…
|
B 74 5⁄4 | ||||||||
| 4637 |
An AI accountability system that tracks what AI systems claim they will impleme…
|
B 74 5⁄5 | ||||||||
| 4638 |
Integrates AI assistants with Slack workspaces using OAuth 2.0 authenticated us…
|
B 74 5⁄5 | ||||||||
| 4639 |
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
|
B 74 5⁄4 | ||||||||
| 4640 |
Enable interaction with Slack workspaces as a user.
|
B 74 5⁄5 | ||||||||
| 4641 |
A simple task management server that enables users to add, list, complete, and …
|
B 74 5⁄5 | ||||||||
| 4642 |
Docker MCP Server
Claim
Enables natural language management of Docker containers, images, networks, and…
|
B 74 5⁄5 | ||||||||
| 4643 |
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
|
B 74 5⁄5 | ||||||||
| 4644 |
Provides AI assistants with access to Vega-Lite documentation, visualization ex…
|
B 74 5⁄5 | ||||||||
| 4645 |
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
|
B 74 5⁄5 | ||||||||
| 4646 |
A TypeScript-based MCP server providing a complete interface to the Delve debug…
|
B 74 5⁄5 | ||||||||
| 4647 |
soulshack
Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
|
B 74 5⁄4 | ||||||||
| 4648 |
stripe-analytics
Claim
Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claud…
|
B 74 5⁄4 | ||||||||
| 4649 |
About
AI/ML-powered diagnostic engine for SRE Observability on Konflux and Open…
|
B 74 5⁄4 | ||||||||
| 4650 |
An MCP server allowing Clients to interact with Xero Accounting Software
|
B 74 5⁄4 | ||||||||