MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16351 |
Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments.
|
F 25 5⁄4 | ||||||||
| 16352 |
|
F 25 5⁄4 | ||||||||
| 16353 |
MCP server for ByteDance Seedance AI video generation
|
F 25 5⁄5 | ||||||||
| 16354 |
Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agen…
|
F 25 5⁄5 | ||||||||
| 16355 |
Personal nutrition tracking — log meals, track macros, and review history throu…
|
F 25 6⁄6 | ||||||||
| 16356 |
AI-powered prompt refinement with adaptive questioning and multi-provider suppo…
|
F 25 5⁄4 | ||||||||
| 16357 |
Enables MCP agents to request human confirmation for actions via a Telegram bot…
|
F 25 5⁄5 | ||||||||
| 16358 |
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
|
F 25 5⁄5 | ||||||||
| 16359 |
Enables AI agents to perform Bitcoin and Lightning Network payments using a non…
|
F 25 5⁄5 | ||||||||
| 16360 |
Social media analytics toolkit that analyzes profiles, scores engagement, detec…
|
F 25 6⁄6 | ||||||||
| 16361 |
Automates GitHub issue-to-PR workflows using specialized AI agents (analyst, ar…
|
F 25 5⁄5 | ||||||||
| 16362 |
A tool that enables automated browser control using Pyppeteer within the MCP fr…
|
F 25 5⁄5 | ||||||||
| 16363 |
A bridge between Unity and AI assistants that enables AI to interact with Unity…
|
F 25 5⁄5 | ||||||||
| 16364 |
An MCP server that monitors and provides analytics on weekly report submissions…
|
F 25 5⁄5 | ||||||||
| 16365 |
Enables language models to interact with Google Calendar through OAuth2 authent…
|
F 25 5⁄5 | ||||||||
| 16366 |
MCP Server for automated conversational phone calls using Asterisk with Speech-…
|
F 25 5⁄5 | ||||||||
| 16367 |
Enables AI agents to access a wide range of AI tools and services through the O…
|
F 25 6⁄6 | ||||||||
| 16368 |
Connect AI assistants to Manticore Search. Execute SQL queries, list tables, ge…
|
F 25 5⁄4 | ||||||||
| 16369 |
A Model Context Protocol server that provides a scalable backend solution for e…
|
F 25 5⁄5 | ||||||||
| 16370 |
MCP server for NanoBanana AI image generation and editing
|
F 25 6⁄6 | ||||||||
| 16371 |
A FastMCP-based server providing tools for weather queries, random number gener…
|
F 25 5⁄5 | ||||||||
| 16372 |
Earn WATT tokens on Solana — tasks, skills marketplace, AI inference, and bount…
|
F 25 6⁄6 | ||||||||
| 16373 |
Context window optimization for AI coding agents. Sandboxes tool output, 98% re…
|
F 25 5⁄4 | ||||||||
| 16374 |
Provides semantic search capabilities over the Plesk Extensions Guide documenta…
|
F 25 5⁄5 | ||||||||
| 16375 |
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
|
F 25 5⁄5 | ||||||||
| 16376 |
Helps you analyze chess positions and get professional evaluations using Stockf…
|
F 25 5⁄4 | ||||||||
| 16377 |
Email read tracking via Gmail. Send tracked emails, check if they were opened w…
|
F 25 6⁄6 | ||||||||
| 16378 |
ContextStream MCP server for code context, memory, search, and AI tools.
|
F 25 6⁄6 | ||||||||
| 16379 |
Provides AI agents with secure, natural-language access to Oracle Cloud Infrast…
|
F 25 5⁄5 | ||||||||
| 16380 |
A Node.js and TypeScript server that enables searching for job listings and acc…
|
F 25 5⁄4 | ||||||||
| 16381 |
A Chinese Bing search tool based on MCP protocol, which supports calling throug…
|
F 25 6⁄6 | ||||||||
| 16382 |
Provides comprehensive enterprise qualification and certificate data, including…
|
F 25 5⁄5 | ||||||||
| 16383 |
AI trend collect service
|
F 25 5⁄4 | ||||||||
| 16384 |
Enables medical symptom guidance and disease consultation through the Zydsoft A…
|
F 25 5⁄5 | ||||||||
| 16385 |
An MCP server implementation that enables calling iFlytek workflows through the…
|
F 25 5⁄5 | ||||||||
| 16386 |
Enables AI assistants to run, debug, and interact with Solar2D projects by capt…
|
F 25 5⁄4 | ||||||||
| 16387 |
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities v…
|
F 25 6⁄6 | ||||||||
| 16388 |
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads…
|
F 25 6⁄6 | ||||||||
| 16389 |
A Model Context Protocol server that enables intelligent searching across docum…
|
F 25 5⁄5 | ||||||||
| 16390 |
A Model Context Protocol server that enables AI agents to create fully mixed an…
|
F 25 5⁄4 | ||||||||
| 16391 |
An MCP server that enables users to transform AI conversations into a structure…
|
F 25 6⁄6 | ||||||||
| 16392 |
Bug bounty platform for vibe coders. Post bugs from AI-generated code, browse b…
|
F 25 5⁄5 | ||||||||
| 16393 |
Generate images using advanced AI models and store them securely in the cloud. …
|
F 25 5⁄5 | ||||||||
| 16394 |
AI agent cost intelligence — track spend across providers, optimize model selec…
|
F 25 6⁄6 | ||||||||
| 16395 |
A TypeScript starter template for building MCP servers with example tools (echo…
|
F 25 5⁄4 | ||||||||
| 16396 |
An MCP server that gives LLMs access to geographic data conversion tools, enabl…
|
F 25 5⁄5 | ||||||||
| 16397 |
Enables full curl functionality within the Model Context Protocol, allowing use…
|
F 25 5⁄4 | ||||||||
| 16398 |
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
|
F 25 5⁄4 | ||||||||
| 16399 |
creatify-mcp
|
F 25 5⁄5 | ||||||||
| 16400 |
Create MCP servers directly in your Nuxt application. Define tools, resources, …
|
F 25 6⁄6 | ||||||||