MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14951 |
Enables AI assistants to interact with Gmail accounts for reading unread emails…
|
F 30 5⁄4 | ||||||||
| 14952 |
Enables interaction with UniVoucher's decentralized crypto gift card protocol a…
|
F 30 5⁄5 | ||||||||
| 14953 |
MCP service for Tablestore, features include adding documents, semantic search …
|
F 30 5⁄5 | ||||||||
| 14954 |
A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactio…
|
F 30 5⁄4 | ||||||||
| 14955 |
Reddit integration to analyze content on WallStreetBets community
|
F 30 5⁄5 | ||||||||
| 14956 |
Facilitates interaction with a local MySQL database via a RESTful API, supporti…
|
F 30 5⁄4 | ||||||||
| 14957 |
MCP server for video analysis — extracts transcripts, key frames, OCR text, and…
|
F 30 5⁄5 | ||||||||
| 14958 |
MCP server for LightningProx — pay-per-request AI access via Bitcoin Lightning.…
|
F 30 5⁄5 | ||||||||
| 14959 |
An MCP server that aggregates multiple upstream MCP tools into a single 'codemo…
|
F 30 5⁄5 | ||||||||
| 14960 |
A comprehensive utilities library for building Model Context Protocol servers, …
|
F 30 5⁄4 | ||||||||
| 14961 |
Create images and videos from prompts, with options for image mixing, reference…
|
F 30 6⁄6 | ||||||||
| 14962 |
An MCP server that allows users to upload projects (single files or directories…
|
F 30 6⁄6 | ||||||||
| 14963 |
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Win…
|
F 30 5⁄4 | ||||||||
| 14964 |
Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve my…
|
F 30 5⁄4 | ||||||||
| 14965 |
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
|
F 30 5⁄5 | ||||||||
| 14966 |
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
|
F 30 5⁄5 | ||||||||
| 14967 |
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
|
F 30 5⁄4 | ||||||||
| 14968 |
A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…
|
F 30 5⁄5 | ||||||||
| 14969 |
supercollider-mcp
|
F 30 5⁄5 | ||||||||
| 14970 |
An intelligent MCP server that automatically generates Conventional Commits sty…
|
F 30 5⁄5 | ||||||||
| 14971 |
WooCommerce MCP Server — WordPress community plugin implementing the Model Cont…
|
F 30 5⁄4 | ||||||||
| 14972 |
Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. B…
|
F 30 5⁄4 | ||||||||
| 14973 |
An MCP server that connects to a Swagger specification and helps an AI to build…
|
F 30 5⁄4 | ||||||||
| 14974 |
Interacting with Obsidian via REST API
|
F 30 5⁄5 | ||||||||
| 14975 |
An agent-based tool that provides web search and advanced research capabilities…
|
F 30 5⁄5 | ||||||||
| 14976 |
|
F 30 5⁄4 | ||||||||
| 14977 |
An MCP server for analyzing, manipulating, and documenting PICO-8 game carts us…
|
F 30 5⁄4 | ||||||||
| 14978 |
A demonstration server that implements the Model Context Protocol (MCP) SDK, pr…
|
F 30 5⁄4 | ||||||||
| 14979 |
Add RAG-powered AI chat to any website with one command. Local vector store, mu…
|
F 30 5⁄4 | ||||||||
| 14980 |
Enables users to generate PlantUML code for UML Class and Sequence diagrams usi…
|
F 30 5⁄5 | ||||||||
| 14981 |
Provides free Bing search capabilities without an API key, with smart language …
|
F 30 5⁄4 | ||||||||
| 14982 |
|
F 30 5⁄4 | ||||||||
| 14983 |
AI-powered circuit design through simulation — an MCP server that gives languag…
|
F 30 5⁄4 | ||||||||
| 14984 |
Python MCP server that bridges VS Code Copilot agents to the Firm Gateway ecosy…
|
F 30 5⁄4 | ||||||||
| 14985 |
A template project for building custom MCP servers that enables direct access t…
|
F 30 5⁄5 | ||||||||
| 14986 |
A personality-based MCP server that enables AI assistants to manage WordPress c…
|
F 30 5⁄5 | ||||||||
| 14987 |
Automatically detects security vulnerabilities in AI-generated code, scanning f…
|
F 30 5⁄5 | ||||||||
| 14988 |
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
|
F 30 5⁄5 | ||||||||
| 14989 |
MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grad…
|
F 30 5⁄4 | ||||||||
| 14990 |
Connects GPT-4 to a merchant store API, allowing users to query and manage stor…
|
F 30 5⁄4 | ||||||||
| 14991 |
An MCP server that enables AI assistants to interact with Signoz observability …
|
F 30 5⁄5 | ||||||||
| 14992 |
A unified plugin for developers integrating MCP servers into modern JavaScript …
|
F 30 5⁄4 | ||||||||
| 14993 |
A Model Context Protocol server that provides access to iTerm. You can run comm…
|
F 30 5⁄4 | ||||||||
| 14994 |
A basic MCP server that provides arithmetic calculation tools and system inform…
|
F 30 5⁄4 | ||||||||
| 14995 |
A Model Context Protocol server that provides real-time global currency exchang…
|
F 30 5⁄5 | ||||||||
| 14996 |
upload and manipulation of IPFS storage
|
F 30 5⁄5 | ||||||||
| 14997 |
Run your own runbooks from Claude Desktop.
You can create your runbooks and ex…
|
F 30 5⁄5 | ||||||||
| 14998 |
An MCP server greeting
|
F 30 5⁄4 | ||||||||
| 14999 |
A Model Context Protocol server that allows AI applications to interact with Cr…
|
F 30 5⁄5 | ||||||||
| 15000 |
An entertainment recommender MCP server that integrates with TMDB to help agent…
|
F 30 5⁄5 | ||||||||