MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15601 |
MCP server exposing SSH control for Linux and Windows servers via Model Context…
|
F 30 5⁄4 | ||||||||
| 15602 |
Greet anyone by name with a friendly hello. Explore the origin of 'Hello, World…
|
F 30 6⁄6 | ||||||||
| 15603 |
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
|
F 30 5⁄5 | ||||||||
| 15604 |
Enables automated collection and AI-powered filtering of public QQ channel post…
|
F 30 5⁄5 | ||||||||
| 15605 |
A narrative graph engine that enables LLMs to generate, track, and mutate compl…
|
F 30 5⁄5 | ||||||||
| 15606 |
Enables interaction with UniVoucher's decentralized crypto gift card protocol a…
|
F 30 5⁄5 | ||||||||
| 15607 |
Enables processing of Excel, Word, and PDF documents through reading, writing, …
|
F 30 5⁄4 | ||||||||
| 15608 |
A Model Context Protocol server for managing prompt templates as markdown files…
|
F 30 5⁄4 | ||||||||
| 15609 |
An MCP server for running code locally via Docker and supporting multiple progr…
|
F 30 5⁄4 | ||||||||
| 15610 |
Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with…
|
F 30 5⁄5 | ||||||||
| 15611 |
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
F 30 5⁄4 | ||||||||
| 15612 |
Enables autonomous data exploration on .csv-based datasets, providing intellige…
|
F 30 5⁄5 | ||||||||
| 15613 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
F 30 5⁄4 | ||||||||
| 15614 |
Web scraping, code review, content gen, sentiment. Zero Core Tools.
|
F 30 5⁄4 | ||||||||
| 15615 |
The server connects the Claude AI to the internet through the capabilites of th…
|
F 30 5⁄5 | ||||||||
| 15616 |
Enables AI agents to manage Obsidian vaults through full CRUD operations, wikil…
|
F 30 5⁄4 | ||||||||
| 15617 |
An MCP server that plays local sound files on macOS using the afplay command, a…
|
F 30 5⁄4 | ||||||||
| 15618 |
A server that enables generating images through the Replicate API by calling th…
|
F 30 5⁄5 | ||||||||
| 15619 |
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
F 30 5⁄5 | ||||||||
| 15620 |
Send emails directly from your applications using AWS SES. Integrate seamlessly…
|
F 30 5⁄5 | ||||||||
| 15621 |
Provides programmatic search functionality for Obsidian vaults through a REST A…
|
F 30 5⁄4 | ||||||||
| 15622 |
Certification authority for AI agents. Register, take adversarial exams, earn c…
|
F 30 6⁄6 | ||||||||
| 15623 |
A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…
|
F 30 5⁄5 | ||||||||
| 15624 |
A standalone Model Context Protocol service that connects MasterGo design tools…
|
F 30 5⁄5 | ||||||||
| 15625 |
A server implementing the Model Context Protocol that enables users to retrieve…
|
F 30 5⁄5 | ||||||||
| 15626 |
Execute any LLM-generated code in a secure and scalable sandbox environment and…
|
F 30 5⁄5 | ||||||||
| 15627 |
Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client
|
F 30 5⁄4 | ||||||||
| 15628 |
A sample MCP server that provides basic arithmetic tools like addition, subtrac…
|
F 30 5⁄4 | ||||||||
| 15629 |
An MCP server that enables AI assistants to interact with Signoz observability …
|
F 30 5⁄5 | ||||||||
| 15630 |
A FastMCP server that provides natural language interaction with MS SQL databas…
|
F 30 5⁄4 | ||||||||
| 15631 |
A secure server that enables AI agents to access 2FA codes and passwords from t…
|
F 30 5⁄4 | ||||||||
| 15632 |
supercollider-mcp
|
F 30 5⁄5 | ||||||||
| 15633 |
为claude code+glm 添加上眼睛
|
F 30 5⁄4 | ||||||||
| 15634 |
Facilitates interaction with a local MySQL database via a RESTful API, supporti…
|
F 30 5⁄4 | ||||||||
| 15635 |
🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through…
|
F 30 5⁄4 | ||||||||
| 15636 |
Persistent memory + git snapshots for Claude Code. Never lose context or code.
|
F 30 5⁄4 | ||||||||
| 15637 |
Triplewhale MCP Server
|
F 30 6⁄4 | ||||||||
| 15638 |
A Model Context Protocol server that bridges AI assistants like Claude with Wor…
|
F 30 5⁄5 | ||||||||
| 15639 |
MCP server using the Aseprite API to create pixel art
|
F 30 5⁄4 | ||||||||
| 15640 |
Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON file…
|
F 30 5⁄5 | ||||||||
| 15641 |
Official MCP server for pplog - a poem sharing service
|
F 30 5⁄4 | ||||||||
| 15642 |
Enables natural language database operations and semantic document search throu…
|
F 30 5⁄4 | ||||||||
| 15643 |
9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API k…
|
F 30 6⁄6 | ||||||||
| 15644 |
Enables AI agents and automation scripts to securely interact with self-hosted …
|
F 30 5⁄5 | ||||||||
| 15645 |
Enables interaction with 0G.AI decentralized infrastructure including documenta…
|
F 30 5⁄5 | ||||||||
| 15646 |
An MCP server implementing the Chain-of-Recursive-Thoughts (CoRT) methodology t…
|
F 30 5⁄5 | ||||||||
| 15647 |
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
|
F 30 6⁄4 | ||||||||
| 15648 |
Provides bias-aware code retrieval for AI assistants by detecting textual bias …
|
F 30 5⁄5 | ||||||||
| 15649 |
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
|
F 30 5⁄5 | ||||||||
| 15650 |
A behavioral intelligence server that detects a user's unique interaction style…
|
F 30 5⁄4 | ||||||||