MCP Server Quality Scores
Independent quality analysis of 33745 public MCP servers
Last updated 1 hour, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17201 |
Provides offline access to AWS CDK API references and integration test code sam…
|
B 71 4⁄4 | ||||||||
| 17202 |
Self-hosted MCP server for Kalshi prediction market trading via DFlow on Solana
|
B 70 4⁄4 | ||||||||
| 17203 |
Provides AI models with seamless access to OParl parliamentary data APIs throug…
|
B 70 4⁄4 | ||||||||
| 17204 |
|
B 70 4⁄4 | ||||||||
| 17205 |
An MCP server that maintains conversation context for the Claude CLI across mul…
|
B 70 4⁄4 | ||||||||
| 17206 |
Enables AI assistants to interact with JetBrains YouTrack 2025.2 for managing i…
|
C 69 4⁄4 | ||||||||
| 17207 |
CJ MCP Server
Claim
Provides comprehensive access to the Commission Junction affiliate network API …
|
C 69 5⁄5 | ||||||||
| 17208 |
Deploy prototypes and collect team feedback from Claude Code, Cursor, or any MC…
|
C 69 4⁄4 | ||||||||
| 17209 |
MCP Server for Brazilian Federal Senate open data (legislators, bills, votes)
|
C 69 4⁄4 | ||||||||
| 17210 |
Telegram MCP server with search and messaging capabilities
|
C 69 5⁄3 | ||||||||
| 17211 |
agentseal
Claim
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP …
|
C 69 4⁄4 | ||||||||
| 17212 |
Enables AI image generation through multiple providers including OpenAI GPT-Ima…
|
C 69 4⁄4 | ||||||||
| 17213 |
A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI…
|
C 69 4⁄4 | ||||||||
| 17214 |
Compiler and repair loop for agent-built Apple apps: App Intents, SwiftUI, Widg…
|
C 68 4⁄4 | ||||||||
| 17215 |
Enables AI assistants to interact with the Velociraptor digital forensics and i…
|
C 68 4⁄4 | ||||||||
| 17216 |
An MCP server that provides tools for fetching, converting, and extracting data…
|
C 68 4⁄4 | ||||||||
| 17217 |
Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library
|
C 68 4⁄4 | ||||||||
| 17218 |
Search-Movie
Claim
An intelligent movie and TV series resource search tool based on Model Context …
|
C 68 5⁄3 | ||||||||
| 17219 |
A Model Context Protocol (MCP) server providing TomTom's location services, sea…
|
C 68 4⁄4 | ||||||||
| 17220 |
nuclei-server MCP Server
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
C 68 4⁄4 | ||||||||
| 17221 |
Scan-Code-Tool
Claim
CodeGuard MCP is a real-time AI code security scanning tool used to detect vuln…
|
C 68 5⁄3 | ||||||||
| 17222 |
A unified Model Context Protocol server that provides a consistent interface fo…
|
C 68 4⁄4 | ||||||||
| 17223 |
Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. …
|
C 67 4⁄4 | ||||||||
| 17224 |
Enables AI agents to interact with Amazon Redshift databases using natural lang…
|
C 67 4⁄4 | ||||||||
| 17225 |
An MCP server that enables AI assistants to send emails through SMTP protocol b…
|
C 67 4⁄4 | ||||||||
| 17226 |
A server that receives todo requests via FastMCP and stores them in MongoDB for…
|
C 67 4⁄4 | ||||||||
| 17227 |
Taiwan's first public MCP server for National Health Insurance (NHI) data — 234…
|
C 67 4⁄4 | ||||||||
| 17228 |
HackerNews-Search
Claim
A service that provides HackerNews content search, retrieval and analysis throu…
|
C 67 5⁄3 | ||||||||
| 17229 |
A model context server that provides prompts that can be used as slash commands…
|
C 67 4⁄4 | ||||||||
| 17230 |
A Home Assistant Model Context Protocol Custom Component
|
C 67 4⁄4 | ||||||||
| 17231 |
Enables AI agents to interact with Amazon Redshift databases using natural lang…
|
C 67 4⁄4 | ||||||||
| 17232 |
Remember-Memory
Claim
An implementation of a classification-based persistent memory system that enabl…
|
C 67 5⁄3 | ||||||||
| 17233 |
Provides basic mathematical operations including addition, subtraction, multipl…
|
C 67 4⁄4 | ||||||||
| 17234 |
secure-llm-proxy
Claim
OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. D…
|
C 66 5⁄5 | ||||||||
| 17235 |
86-tool MCP server for Bostrom blockchain: read chain state and sign transactio…
|
C 66 5⁄3 | ||||||||
| 17236 |
The Blue Alliance MCP server using its API for FIRST Robotics Competition data.…
|
C 66 5⁄3 | ||||||||
| 17237 |
AI-native business management — 52 tools for invoicing, CRM, accounting & tax.
|
C 66 4⁄4 | ||||||||
| 17238 |
Build and manage policy-compliant AI agents with safety enforcement and complia…
|
C 66 4⁄4 | ||||||||
| 17239 |
Unified MCP Hub for managing multiple Model Context Protocol servers
|
C 66 4⁄4 | ||||||||
| 17240 |
Job search automation, auto apply, resume builder, application tracking, and re…
|
C 66 4⁄4 | ||||||||
| 17241 |
An MCP server that provides an interface for interacting with the Cloudinary AP…
|
C 66 5⁄5 | ||||||||
| 17242 |
nightlife-mcp
Claim
MCP server for Tokyo nightlife event discovery, venue search, performer info, A…
|
C 66 5⁄5 | ||||||||
| 17243 |
AI executive function assistant — tasks, calendar, knowledge, code indexing, an…
|
C 66 5⁄3 | ||||||||
| 17244 |
escrow
Claim
Agent-to-agent escrow on Base. Post quests with ETH/USDC bounties and settle on…
|
C 66 5⁄5 | ||||||||
| 17245 |
AI-powered bioprotocol optimization — generate, search, and manage lab protocol…
|
C 66 5⁄5 | ||||||||
| 17246 |
Aiqaramba
Claim
Browser-based QA testing for AI-built software. Agents open real browsers (via …
|
C 65 5⁄5 | ||||||||
| 17247 |
🔪 Open-source safety firewall for AI agents. Intercepts tool calls before they …
|
C 65 4⁄4 | ||||||||
| 17248 |
Extract any website's complete design system with one command. DTCG tokens, sem…
|
C 65 4⁄4 | ||||||||
| 17249 |
Enables interaction with Instantly.ai email outreach platform through 31 tools …
|
C 65 4⁄4 | ||||||||
| 17250 |
Enables creation of optimized LinkedIn posts using a component-based design sys…
|
C 65 4⁄4 | ||||||||