MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 4 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2451 |
Cross-chain swaps and bridging across EVM and Solana blockchains via the deBrid…
|
B 78 6⁄6 | ||||||||
| 2452 |
Provides tools for executing shell commands both synchronously and asynchronous…
|
B 78 5⁄5 | ||||||||
| 2453 |
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
|
B 78 5⁄5 | ||||||||
| 2454 |
Wealth Management MCP
Claim
Provides specialized tools for portfolio health analysis, rebalance simulations…
|
B 77 5⁄5 | ||||||||
| 2455 |
Enables managing employee records by providing tools to list directories, retri…
|
B 77 5⁄4 | ||||||||
| 2456 |
|
B 77 5⁄4 | ||||||||
| 2457 |
Lspace MCP Server
Claim
An open-source server implementing the Model Context Protocol (MCP) that enable…
|
B 77 5⁄5 | ||||||||
| 2458 |
Generates professional PDF resumes using LaTeX templates through natural langua…
|
B 77 5⁄5 | ||||||||
| 2459 |
Chroma MCP server to access local and cloud Chroma instances for retrieval capa…
|
B 77 5⁄5 | ||||||||
| 2460 |
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
|
B 77 5⁄5 | ||||||||
| 2461 |
Provides structured sequential thinking capabilities for AI assistants to break…
|
B 77 5⁄5 | ||||||||
| 2462 |
An MCP server for task orchestration.
|
B 77 5⁄5 | ||||||||
| 2463 |
This server enables large language models to access and interact with real-time…
|
B 77 5⁄5 | ||||||||
| 2464 |
An MCP server that provides some common units conversions for cooking
|
B 77 5⁄4 | ||||||||
| 2465 |
An MCP server that provides web search and URL fetching capabilities by delegat…
|
B 77 5⁄5 | ||||||||
| 2466 |
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
|
B 77 5⁄4 | ||||||||
| 2467 |
Query OpenAI models directly from Claude using MCP protocol
|
B 77 5⁄5 | ||||||||
| 2468 |
code-rag-golang
Claim
AI modifies a function but misses 5 callers that also need updating. crag fixes…
|
B 77 5⁄4 | ||||||||
| 2469 |
A local security knowledge base that indexes documentation like CVEs and CWEs u…
|
B 77 5⁄5 | ||||||||
| 2470 |
A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and…
|
B 77 5⁄4 | ||||||||
| 2471 |
Enables AI assistants to interact with TimescaleDB time-series databases throug…
|
B 77 5⁄5 | ||||||||
| 2472 |
Provides AI models with structured access to Trino's distributed SQL query engi…
|
B 77 5⁄5 | ||||||||
| 2473 |
BinjaLattice MCP
Claim
BinjaLattice provides a secure interface for Binary Ninja that enables AI agent…
|
B 77 5⁄4 | ||||||||
| 2474 |
rag-code-mcp
Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
|
B 77 5⁄4 | ||||||||
| 2475 |
Enables AI assistants to create and manage Google Calendar events with OAuth2 a…
|
B 77 5⁄5 | ||||||||
| 2476 |
Enables AI agents to perform financial transactions such as direct payments, es…
|
B 77 5⁄5 | ||||||||
| 2477 |
This TypeScript-based MCP server allows users to manage a simple notes system t…
|
B 77 5⁄4 | ||||||||
| 2478 |
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
|
B 77 5⁄4 | ||||||||
| 2479 |
Long-term memory MCP server for Claude Code with SQLite FTS5 full-text search, …
|
B 77 5⁄4 | ||||||||
| 2480 |
Production-ready MCP server starter templates in TypeScript and Python. Include…
|
B 77 5⁄4 | ||||||||
| 2481 |
A Model Context Protocol server that provides read and write access to Airtable…
|
B 77 5⁄4 | ||||||||
| 2482 |
Enables checking git repository status and viewing recent commit history throug…
|
B 77 5⁄5 | ||||||||
| 2483 |
KSM MCP is a Model Context Protocol (MCP) server that acts as a secure intermed…
|
B 77 5⁄4 | ||||||||
| 2484 |
mcp using PyPDF2 to:
• merge-pdfs
• extract-pages
• search-pdfs
• merge-pdf…
|
B 77 5⁄4 | ||||||||
| 2485 |
Provides access to personal/team knowledge repositories with tools to search, r…
|
B 77 5⁄5 | ||||||||
| 2486 |
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
|
B 77 5⁄5 | ||||||||
| 2487 |
📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provid…
|
B 77 5⁄4 | ||||||||
| 2488 |
Exposes Kunobi's application data and store querying capabilities to AI assista…
|
B 77 4⁄4 | ||||||||
| 2489 |
68 tools for AI agents to interact with Solana prediction markets on [Baozi.bet…
|
B 77 5⁄5 | ||||||||
| 2490 |
Provides Claude with full access to Apple Calendar on macOS for event managemen…
|
B 77 5⁄5 | ||||||||
| 2491 |
mcp-monitor
Claim
A system monitoring tool that exposes system metrics via the Model Context Prot…
|
B 77 5⁄4 | ||||||||
| 2492 |
Connects Claude to Canvas LMS, enabling students to query their coursework, ass…
|
B 77 5⁄4 | ||||||||
| 2493 |
Enables interaction with esa.io's API through the Model Context Protocol, suppo…
|
B 77 5⁄5 | ||||||||
| 2494 |
A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…
|
B 77 5⁄5 | ||||||||
| 2495 |
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
|
B 77 5⁄5 | ||||||||
| 2496 |
Extract and structure any web page into clean JSON. Free tier: 10/day.
|
B 77 5⁄4 | ||||||||
| 2497 |
Controls coding agents by enforcing structured implementation plans with PRs an…
|
B 77 5⁄5 | ||||||||
| 2498 |
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
|
B 77 5⁄4 | ||||||||
| 2499 |
ZenRows MCP server — Universal Scraper API for AI coding assistants
|
B 77 5⁄4 | ||||||||
| 2500 |
A simple Node.js MCP (Model Context Protocol) server for sending emails using T…
|
B 77 5⁄5 | ||||||||