MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16051 |
Connects Google Search Console with Claude AI to analyze SEO data through natur…
|
F 25 5⁄5 | ||||||||
| 16052 |
Enables email management through IMAP and SMTP protocols, supporting reading, s…
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F 25 5⁄5 | ||||||||
| 16053 |
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
|
F 25 5⁄5 | ||||||||
| 16054 |
Access book collections, reading lists, and bookshelf recognition from AI assis…
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F 25 5⁄5 | ||||||||
| 16055 |
Enables AI assistants to create and manage Hellō applications with full develop…
|
F 25 6⁄6 | ||||||||
| 16056 |
Canvas LMS integration for students and educators with FERPA-compliant analytic…
|
F 25 6⁄6 | ||||||||
| 16057 |
Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postma…
|
F 25 5⁄5 | ||||||||
| 16058 |
A server that bridges Claude AI with the Plane project management platform, ena…
|
F 25 5⁄5 | ||||||||
| 16059 |
🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions…
|
F 25 5⁄4 | ||||||||
| 16060 |
Leverage AI-driven observability, security, and automation to analyze anomalies…
|
F 25 5⁄5 | ||||||||
| 16061 |
An MCP server that enables interaction with Telegram to send, read, and search …
|
F 25 5⁄4 | ||||||||
| 16062 |
A Node.js and TypeScript server that enables searching for job listings and acc…
|
F 25 5⁄4 | ||||||||
| 16063 |
Enables AI assistants to run, debug, and interact with Solar2D projects by capt…
|
F 25 5⁄4 | ||||||||
| 16064 |
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
|
F 25 5⁄4 | ||||||||
| 16065 |
An MCP server that enables sending data to webhooks via HTTP POST for both loca…
|
F 25 5⁄5 | ||||||||
| 16066 |
Provides real-time market data for A-shares, Hong Kong, and US stocks using the…
|
F 25 5⁄5 | ||||||||
| 16067 |
creatify-mcp
|
F 25 5⁄5 | ||||||||
| 16068 |
Permission control plane for AI agents. MCP proxy that enforces least-privilege…
|
F 25 5⁄5 | ||||||||
| 16069 |
Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.
|
F 25 5⁄5 | ||||||||
| 16070 |
An MCP server designed for AI-powered marketing and social media content creati…
|
F 25 6⁄6 | ||||||||
| 16071 |
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
|
F 25 5⁄4 | ||||||||
| 16072 |
Enables image generation using OpenAI's DALL-E and GPT-Image models directly th…
|
F 25 5⁄5 | ||||||||
| 16073 |
Automates the generation of professional worklogs by analyzing git commits with…
|
F 25 5⁄5 | ||||||||
| 16074 |
An MCP server that enables semantic search over local files or GitHub repositor…
|
F 25 5⁄4 | ||||||||
| 16075 |
Convert N8N agent / workflow into MCP servers, you can use it in Claude / Curso…
|
F 25 5⁄4 | ||||||||
| 16076 |
A TypeScript implementation of the Model Context Protocol server that enables c…
|
F 25 5⁄5 | ||||||||
| 16077 |
Enables MCP agents to request human confirmation for actions via a Telegram bot…
|
F 25 5⁄5 | ||||||||
| 16078 |
Enables AI assistants to interact with the Hertz car rental service through hea…
|
F 25 5⁄5 | ||||||||
| 16079 |
Deterministic tech stack recommendations with 6-dimension scoring. Analyze, com…
|
F 25 6⁄5 | ||||||||
| 16080 |
Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer U…
|
F 25 5⁄4 | ||||||||
| 16081 |
Enables AI coding agents to access Figma design data by fetching and simplifyin…
|
F 25 5⁄4 | ||||||||
| 16082 |
Open agent registry — discover and hire autonomous AI agents by capability. 16 …
|
F 25 5⁄5 | ||||||||
| 16083 |
|
F 25 5⁄4 | ||||||||
| 16084 |
Create MCP servers directly in your Nuxt application. Define tools, resources, …
|
F 25 6⁄6 | ||||||||
| 16085 |
Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agen…
|
F 25 5⁄5 | ||||||||
| 16086 |
Web scraping, crawling, and search API. Extract content in Markdown/JSON, batch…
|
F 25 5⁄5 | ||||||||
| 16087 |
An MCP server implementation that enables calling iFlytek workflows through the…
|
F 25 5⁄5 | ||||||||
| 16088 |
Control SwitchBot devices with your AI assistant.
|
F 25 5⁄4 | ||||||||
| 16089 |
Enables sending emails through 126 mailbox SMTP service with support for plain …
|
F 25 5⁄5 | ||||||||
| 16090 |
AI workout coach MCP server for Arvo. Access training data, workout history, pe…
|
F 25 5⁄5 | ||||||||
| 16091 |
A powerful MCP server that enables AI assistants to interact with Microsoft Gra…
|
F 25 5⁄5 | ||||||||
| 16092 |
MCP Server for automated conversational phone calls using Asterisk with Speech-…
|
F 25 5⁄5 | ||||||||
| 16093 |
Hosted Crawleo MCP (remote streamable HTTP endpoint).
|
F 25 6⁄6 | ||||||||
| 16094 |
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero conf…
|
F 25 6⁄6 | ||||||||
| 16095 |
Enables LLMs to interact with Sisense data models and create charts programmati…
|
F 25 6⁄6 | ||||||||
| 16096 |
Enables AI assistants to query and manage PingCode project management data, inc…
|
F 25 5⁄4 | ||||||||
| 16097 |
LinkedIn MCP Assistant
|
F 25 5⁄4 | ||||||||
| 16098 |
A Model Context Protocol server that provides weather information and forecasts…
|
F 25 5⁄5 | ||||||||
| 16099 |
Ed25519-signed consent receipts and programmable policy engine for AI agents. S…
|
F 25 6⁄6 | ||||||||
| 16100 |
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
|
F 25 5⁄5 | ||||||||