MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16201 |
AutoApply automates job applications using a real Playwright browser. Save your…
|
F 25 5⁄5 | ||||||||
| 16202 |
Allow AI agents to scan code for security vulnerabilites using Semgrep.
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F 25 5⁄5 | ||||||||
| 16203 |
A workshop repository teaching advanced Model Context Protocol features for bui…
|
F 25 6⁄6 | ||||||||
| 16204 |
Enables LLMs to interact with Dify AI's chat completion API, including conversa…
|
F 25 5⁄5 | ||||||||
| 16205 |
Convert PDF documents into editable DOCX files seamlessly. Enable your applicat…
|
F 25 5⁄4 | ||||||||
| 16206 |
A service that provides complete driver-for-hire functionality based on e代驾 ope…
|
F 25 5⁄5 | ||||||||
| 16207 |
The MCP protocol server based on JSXGraph provides 13 mathematical visualizatio…
|
F 25 5⁄4 | ||||||||
| 16208 |
Provides secure integration between MCP clients and IBM Data Intelligence servi…
|
F 25 5⁄5 | ||||||||
| 16209 |
An MCP server and local HTTP bridge designed to integrate remote upstream MCP t…
|
F 25 5⁄5 | ||||||||
| 16210 |
MCP server for discovering and installing AI agent skills from agentskill.sh. S…
|
F 25 5⁄4 | ||||||||
| 16211 |
Provides advanced analytical, research, and natural language processing capabil…
|
F 25 5⁄5 | ||||||||
| 16212 |
Enables AI image generation through Ketchup AI with automatic prompt optimizati…
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F 25 5⁄5 | ||||||||
| 16213 |
Enables the creation of interactive schedule visualizations on rhylthyme.com fe…
|
F 25 6⁄6 | ||||||||
| 16214 |
Deterministic tech stack recommendations with 6-dimension scoring. Analyze, com…
|
F 25 6⁄5 | ||||||||
| 16215 |
Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote s…
|
F 25 5⁄5 | ||||||||
| 16216 |
A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…
|
F 25 5⁄5 | ||||||||
| 16217 |
Enables Claude to search for available meeting rooms, check reservation status,…
|
F 25 5⁄4 | ||||||||
| 16218 |
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
|
F 25 5⁄4 | ||||||||
| 16219 |
Provides semantic search capabilities over the Plesk Extensions Guide documenta…
|
F 25 5⁄5 | ||||||||
| 16220 |
Unified MCP server for Midnight blockchain development and Next.js dApps.
|
F 25 5⁄5 | ||||||||
| 16221 |
Enables users to access and manage Replicate's AI models and predictions via th…
|
F 25 5⁄5 | ||||||||
| 16222 |
This MCP server implements VariousPolicies according to CSA BOD 25-01 requireme…
|
F 25 5⁄5 | ||||||||
| 16223 |
Integrates with the ovice Public API to manage virtual office workspaces, group…
|
F 25 5⁄5 | ||||||||
| 16224 |
Enables AI applications to integrate with YouTube-Summarizer's APIs through the…
|
F 25 5⁄4 | ||||||||
| 16225 |
A bridge between Unity and AI assistants that enables AI to interact with Unity…
|
F 25 5⁄5 | ||||||||
| 16226 |
A secure system enabling AI assistants to interact with blockchain data and pre…
|
F 25 5⁄5 | ||||||||
| 16227 |
Connects Claude with Spotify, allowing users to control playback, search for mu…
|
F 25 5⁄4 | ||||||||
| 16228 |
Enables interaction with the Xano API through a Model Context Protocol (MCP) in…
|
F 25 5⁄5 | ||||||||
| 16229 |
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable …
|
F 25 5⁄4 | ||||||||
| 16230 |
MCP server for snowflake that doesn't allow write operations under any circumst…
|
F 25 5⁄5 | ||||||||
| 16231 |
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OC…
|
F 25 5⁄5 | ||||||||
| 16232 |
Search academic expert insights, papers and contributions from Faculti
|
F 25 5⁄4 | ||||||||
| 16233 |
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
|
F 25 5⁄4 | ||||||||
| 16234 |
An AI-optimized Model Context Protocol server for querying Malaysian consumer g…
|
F 25 5⁄5 | ||||||||
| 16235 |
Enables the retrieval of subtitles, danmaku (bullet comments), and video commen…
|
F 25 5⁄5 | ||||||||
| 16236 |
A smart commute assistant that monitors travel routes via the Amap API and send…
|
F 25 5⁄5 | ||||||||
| 16237 |
Enables integration with iFlytek's SparkAgent Platform to invoke task chains an…
|
F 25 5⁄5 | ||||||||
| 16238 |
An MCP server that enables AI assistants to browse, analyze, and automate inter…
|
F 25 5⁄4 | ||||||||
| 16239 |
Enables AI assistants to interact with Hadoop Hue for executing SQL queries usi…
|
F 25 5⁄5 | ||||||||
| 16240 |
MCP server that captures webpage screenshots, with viewport or full-page option…
|
F 25 5⁄4 | ||||||||
| 16241 |
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
|
F 25 5⁄4 | ||||||||
| 16242 |
MCP server for Kroger - search products, manage cart, place grocery orders
|
F 25 5⁄4 | ||||||||
| 16243 |
Integrates with Claude and Cursor using the Model Context Protocol to generate …
|
F 25 6⁄6 | ||||||||
| 16244 |
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
|
F 25 5⁄5 | ||||||||
| 16245 |
Generate PDFs, screenshots, and documents via any MCP-compatible AI agent.
|
F 25 5⁄4 | ||||||||
| 16246 |
Hands-on crash course for the Model Context Protocol (MCP) with project-based b…
|
F 25 5⁄4 | ||||||||
| 16247 |
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
|
F 25 5⁄5 | ||||||||
| 16248 |
Enables AI assistants and IDEs to execute SQL queries on local DuckDB databases…
|
F 25 5⁄5 | ||||||||
| 16249 |
Official ClickHouse MCP server for querying and exploring ClickHouse clusters a…
|
F 25 5⁄5 | ||||||||
| 16250 |
The MCP server offers the function of extracting images from local files and ur…
|
F 25 5⁄5 | ||||||||