MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48701 |
re-winedbg
Claim
Enables headless debugging of Windows executables from Linux/macOS hosts by orc…
|
— | ||||||||
| 48702 |
remote-mcp-mem0
Claim
A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
|
— | ||||||||
| 48703 |
re-yara
Claim
MCP server wrapping the YARA pattern-matching engine for binary triage, enablin…
|
— | ||||||||
| 48704 |
Enables appending content to Google Docs and creating Gmail drafts via a lightw…
|
— | ||||||||
| 48705 |
re-vtil
Claim
Lifts machine code to VTIL intermediate language and emits pseudo-C for VM hand…
|
— | ||||||||
| 48706 |
re-triton
Claim
MCP server that exposes the Triton library for symbolic execution, taint analys…
|
— | ||||||||
| 48707 |
squad_up
Claim
Create events, add invitees, manage potlucks and carpools via natural language.
|
— | ||||||||
| 48708 |
sentineltm
Claim
|
— | ||||||||
| 48709 |
database
Claim
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
|
— | ||||||||
| 48710 |
Inspectra
Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
|
— | ||||||||
| 48711 |
tastytrade-mcp
Claim
MCP server for the tastytrade brokerage API, providing tools for account manage…
|
— | ||||||||
| 48712 |
re-report-write
Claim
MCP server for writing Markdown report fragments to files with path safety and …
|
— | ||||||||
| 48713 |
blowsh-mcp
Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
|
— | ||||||||
| 48714 |
mcp-te-server
Claim
MCP proxy server for ThinkingEngine with automatic browser-based authentication…
|
— | ||||||||
| 48715 |
Say Hello
Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
|
— | ||||||||
| 48716 |
Artemis MCP Server
Claim
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
|
— | ||||||||
| 48717 |
brightdata-mcp
Claim
test111
|
— | ||||||||
| 48718 |
Canny MCP Server
Claim
Enables interaction with Canny.io customer feedback platform through natural la…
|
— | ||||||||
| 48719 |
self-mcp-server
Claim
FastMCP server for querying FRED financial and macroeconomic data, providing to…
|
— | ||||||||
| 48720 |
Arcane MCP
Claim
AI-powered Docker management server that enables natural language control of en…
|
— | ||||||||
| 48721 |
Enables AI-assisted development of CodeQL queries for security analysis through…
|
— | ||||||||
| 48722 |
origin-MCP
Claim
Enables AI assistants to control Origin 2025b for scientific plotting via natur…
|
— | ||||||||
| 48723 |
DicePDF
Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
|
— | ||||||||
| 48724 |
EasyProject MCP Server
Claim
Integrates with EasyProject API to manage projects, tasks, users, time tracking…
|
— | ||||||||
| 48725 |
PureData-MCP
Claim
Control and live-patch Pure Data from AI agents via the Model Context Protocol.
|
— | ||||||||
| 48726 |
MCP server for tracking nutrition meals and workouts, integrating with claude.a…
|
— | ||||||||
| 48727 |
An MCP server for Google Workspaces.
|
— | ||||||||
| 48728 |
Code Review Assistant
Claim
An MCP server that automates code review by providing syntax checking, code exp…
|
— | ||||||||
| 48729 |
anansi
Claim
A self-healing web scraper built for hostile sites: selectors repair themselves…
|
— | ||||||||
| 48730 |
Arc MCP Server
Claim
Enables AI tools to access Arc Testnet blockchain data, including USDC balances…
|
— | ||||||||
| 48731 |
pyspark-mcp
Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
|
— | ||||||||
| 48732 |
bolsa-de-carga-mcp
Claim
Freight marketplace MCP server for European road logistics. Search and manage f…
|
— | ||||||||
| 48733 |
software3
Claim
|
— | ||||||||
| 48734 |
nexus-convergence-mcp
Claim
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
|
— | ||||||||
| 48735 |
CoreViz MCP
Claim
Exposes a visual library with semantic search, tagging, editing, and management…
|
— | ||||||||
| 48736 |
mcp-remote-ssh
Claim
MCP server giving AI agents full SSH access with persistent sessions, structure…
|
— | ||||||||
| 48737 |
NASA MCP Server
Claim
Provides access to NASA's public APIs including Astronomy Picture of the Day, M…
|
— | ||||||||
| 48738 |
Ethereum RPC MPC Server
Claim
An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC…
|
— | ||||||||
| 48739 |
TranslationX MCP Server
Claim
A server that provides translation capabilities using TranslationX API, enablin…
|
— | ||||||||
| 48740 |
pinnedai-mcp
Claim
Stops your AI from re-introducing bugs, leaking provider keys, or weakening tes…
|
— | ||||||||
| 48741 |
A serverless MCP implementation on Cloudflare Workers that doesn't require auth…
|
— | ||||||||
| 48742 |
MCP Security Emulator
Claim
Simulates security attacks by providing LLM attack test payloads to validate Mo…
|
— | ||||||||
| 48743 |
A production-ready MCP server for Airtable that enables programmatic management…
|
— | ||||||||
| 48744 |
myproject
Claim
|
— | ||||||||
| 48745 |
neighbors
Claim
Enables multiple Claude Code sessions to communicate and coordinate through bro…
|
— | ||||||||
| 48746 |
Parcel MCP Server
Claim
A mock MCP server for small parcel operations, providing tools to track package…
|
— | ||||||||
| 48747 |
laserbrain
Claim
Enables AI to sense, tend, and communicate with a continuous weather field simu…
|
— | ||||||||
| 48748 |
betting-brain-v3
Claim
Provides betting intelligence and analytics tools including exposure, CLV, shar…
|
— | ||||||||
| 48749 |
PR-Splitter-MCP
Claim
An MCP server that intelligently splits large pull requests into multiple small…
|
— | ||||||||
| 48750 |
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
|
— | ||||||||