MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3251 |
Enables complete management of PrestaShop e-commerce stores through natural lan…
|
B 76 5⁄5 | ||||||||
| 3252 |
Enables AI assistants to perform real-time Google searches with anti-bot protec…
|
B 76 5⁄5 | ||||||||
| 3253 |
Log parse, filter, analyze for AI agents
|
B 76 4⁄4 | ||||||||
| 3254 |
Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, all…
|
B 76 5⁄5 | ||||||||
| 3255 |
Dynamic tools to automate tasks on LinkedIn website.
|
B 76 5⁄5 | ||||||||
| 3256 |
wisdomforge
Claim
A powerful knowledge management system that forges wisdom from experiences, ins…
|
B 76 5⁄5 | ||||||||
| 3257 |
A comprehensive MCP server for querying historical maritime shipping records, v…
|
B 76 5⁄5 | ||||||||
| 3258 |
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
|
B 76 5⁄5 | ||||||||
| 3259 |
Enables creation and management of NFT collections and assets through the Urani…
|
B 76 5⁄4 | ||||||||
| 3260 |
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
|
B 76 5⁄4 | ||||||||
| 3261 |
Enables AI assistants to interact with kintone data by providing comprehensive …
|
B 76 5⁄5 | ||||||||
| 3262 |
A template project for building Model Context Protocol servers with FastMCP fra…
|
B 76 5⁄5 | ||||||||
| 3263 |
AI security scanner - secrets, PII, prompt injection, and exfiltration detectio…
|
B 76 5⁄4 | ||||||||
| 3264 |
Enables simulation and analysis of M/M/1 and M/M/c queuing systems using SimPy,…
|
B 76 5⁄5 | ||||||||
| 3265 |
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
|
B 76 5⁄5 | ||||||||
| 3266 |
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
|
B 76 5⁄5 | ||||||||
| 3267 |
MCP server for Pylon customer support platform
|
B 76 5⁄4 | ||||||||
| 3268 |
MCP Armor continuously secures and monitors Model Context Protocol operations t…
|
B 76 4⁄4 | ||||||||
| 3269 |
A type-safe solution that enables remote access to Model Context Protocol (MCP)…
|
B 76 5⁄5 | ||||||||
| 3270 |
An advanced MCP server for generating styled QR codes with logos, batch process…
|
B 76 5⁄4 | ||||||||
| 3271 |
A TypeScript-based MCP server that implements a simple note-taking system using…
|
B 76 5⁄4 | ||||||||
| 3272 |
Provides AI assistants with structured access to complete Figma developer docum…
|
B 76 5⁄4 | ||||||||
| 3273 |
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
|
B 76 5⁄4 | ||||||||
| 3274 |
Provides AI assistants with visual feedback for responsive web design by captur…
|
B 76 5⁄4 | ||||||||
| 3275 |
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to …
|
B 76 5⁄4 | ||||||||
| 3276 |
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
|
B 76 5⁄4 | ||||||||
| 3277 |
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
|
B 76 5⁄4 | ||||||||
| 3278 |
Multi-engine TTS for AI coding assistants. 5 engines, free engine included.
|
B 76 4⁄4 | ||||||||
| 3279 |
A Model Context Protocol (MCP) server for taking screenshots of web pages using…
|
B 76 5⁄5 | ||||||||
| 3280 |
BrowserStack's Official MCP Server
|
B 76 5⁄5 | ||||||||
| 3281 |
Web scraping — extract clean markdown, links, and metadata from any URL. Free F…
|
B 76 5⁄5 | ||||||||
| 3282 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3283 |
Codebase Memory
Claim
Persistent codebase knowledge graph. Survives session restarts and context comp…
|
B 76 5⁄4 | ||||||||
| 3284 |
mcp-metricool
|
B 76 5⁄5 | ||||||||
| 3285 |
Enables users to manage Kaspa wallets, check balances, and send KAS tokens dire…
|
B 76 5⁄4 | ||||||||
| 3286 |
MCP server for read-only PostgreSQL database queries in Claude Desktop
|
B 76 5⁄4 | ||||||||
| 3287 |
Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation…
|
B 76 5⁄4 | ||||||||
| 3288 |
|
B 76 5⁄4 | ||||||||
| 3289 |
MCP server providing task specific agentic instructions. No more outdated Markd…
|
B 76 5⁄5 | ||||||||
| 3290 |
Connects AI assistants to the TrustMRR API to browse, filter, and analyze start…
|
B 76 5⁄5 | ||||||||
| 3291 |
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
|
B 76 5⁄4 | ||||||||
| 3292 |
Jira MCP Server
Claim
Enables natural language interaction with Jira for managing projects, issues, t…
|
B 76 5⁄5 | ||||||||
| 3293 |
Enables AI assistants to interact with Metabase analytics platform, allowing th…
|
B 76 5⁄5 | ||||||||
| 3294 |
Connect AI assistants to YouTube: search, transcripts, metadata, and more.
|
B 76 5⁄4 | ||||||||
| 3295 |
Enables users to access and manage Savri analytics data, including visitor stat…
|
B 76 5⁄5 | ||||||||
| 3296 |
Enables programmatic creation and management of draw.io diagrams through MCP to…
|
B 76 5⁄4 | ||||||||
| 3297 |
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
|
B 76 5⁄4 | ||||||||
| 3298 |
Concordium mcp-sever for interacting with the concordium chain
|
B 76 5⁄5 | ||||||||
| 3299 |
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
|
B 76 5⁄5 | ||||||||
| 3300 |
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
|
B 76 5⁄4 | ||||||||