MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6701 |
An MCP server that gives Claude and other AI assistants access to your Maccy cl…
|
B 71 5⁄4 | ||||||||
| 6702 |
Remember user details and preferences across conversations. Organize facts into…
|
B 71 5⁄4 | ||||||||
| 6703 |
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase…
|
B 71 5⁄5 | ||||||||
| 6704 |
Crawl4AI MCP Server
Claim
High-performance server enabling AI assistants to access web scraping, crawling…
|
B 71 5⁄5 | ||||||||
| 6705 |
Xero Expenses MCP
Claim
Enables interaction with Xero accounting software to create and manage invoices…
|
B 71 5⁄5 | ||||||||
| 6706 |
Next.js MCP Server
Claim
Enable seamless integration of MCP servers within your Next.js projects using t…
|
B 71 5⁄4 | ||||||||
| 6707 |
CNCjs MCP Server
Claim
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…
|
B 71 5⁄4 | ||||||||
| 6708 |
MCP tool access to MarkItDown -- a library that converts many file formats (loc…
|
B 71 5⁄4 | ||||||||
| 6709 |
redshift-utils-mcp
|
B 71 5⁄5 | ||||||||
| 6710 |
Deep ICP Analysis with Pattern Detection - 9 B2B targeting tools
|
B 71 5⁄4 | ||||||||
| 6711 |
Enables AI assistants to discover, install, and generate code examples for shad…
|
B 71 5⁄5 | ||||||||
| 6712 |
An MCP aggregator that consolidates multiple MCP servers behind a single interf…
|
B 71 5⁄5 | ||||||||
| 6713 |
Enables users to validate the existence of email addresses through a simple Fas…
|
B 71 5⁄5 | ||||||||
| 6714 |
A comprehensive template for building MCP servers with TypeScript, Fastify, and…
|
B 71 5⁄5 | ||||||||
| 6715 |
A gateway that enables Generative AI systems to interact with and manage multip…
|
B 71 5⁄4 | ||||||||
| 6716 |
Repomix
Claim
Package remote and local repositories into a compact bundle for rapid code comp…
|
B 71 5⁄4 | ||||||||
| 6717 |
MCP TypeScript Template
Claim
A TypeScript template for building remote Model Context Protocol (MCP) servers …
|
B 71 5⁄5 | ||||||||
| 6718 |
Enables chatting with PostgreSQL databases through secure GitHub OAuth authenti…
|
B 71 5⁄5 | ||||||||
| 6719 |
An MCP server that extends AI agents' context window by providing tools to stor…
|
B 71 5⁄5 | ||||||||
| 6720 |
🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternat…
|
B 71 5⁄4 | ||||||||
| 6721 |
A free Model Context Protocol server that retrieves global weather data and for…
|
B 71 5⁄5 | ||||||||
| 6722 |
MCP Doc Server
Claim
A document-based MCP server that supports keyword searching and content retriev…
|
B 71 6⁄6 | ||||||||
| 6723 |
Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and r…
|
B 71 5⁄4 | ||||||||
| 6724 |
Facilitates management and optimization of PostgreSQL databases, offering analy…
|
B 71 5⁄5 | ||||||||
| 6725 |
Converts various document formats to desired output formats, currently supporti…
|
B 71 6⁄6 | ||||||||
| 6726 |
An MCP server implementation that integrates the SearXNG API for powerful web s…
|
B 71 5⁄5 | ||||||||
| 6727 |
Persistent, searchable context storage across Claude Code sessions using SQLite…
|
B 71 5⁄4 | ||||||||
| 6728 |
Enables interaction with Datadog's monitoring platform to search logs, search t…
|
B 71 5⁄5 | ||||||||
| 6729 |
Provide integrated search capabilities across Google Scholar, Google Web, and Y…
|
B 71 5⁄5 | ||||||||
| 6730 |
A Model Context Protocol server that enables image generation and retrieval fro…
|
B 71 5⁄5 | ||||||||
| 6731 |
Enables AI agents to interact with Microsoft Outlook via the Microsoft Graph AP…
|
B 71 5⁄5 | ||||||||
| 6732 |
An MCP server that provides access to financial market data via the Finnhub API…
|
B 71 5⁄5 | ||||||||
| 6733 |
🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, an…
|
B 71 5⁄4 | ||||||||
| 6734 |
Enables automatic weather information retrieval through a custom MCP server int…
|
B 71 5⁄5 | ||||||||
| 6735 |
MCP server for real-time LLM API documentation — stop hallucinations
|
B 71 5⁄5 | ||||||||
| 6736 |
Kickstart your workflow with a ready-to-use starter that bundles everyday utili…
|
B 71 5⁄4 | ||||||||
| 6737 |
bigread-mcp
Claim
Calculates optimal chunk offsets for large files to bypass Claude Code's 50K ch…
|
B 71 5⁄4 | ||||||||
| 6738 |
Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async anal…
|
B 71 5⁄4 | ||||||||
| 6739 |
Enables LLMs to automatically generate Excel files with custom structures, adva…
|
B 71 5⁄5 | ||||||||
| 6740 |
Enables seamless Jira integration through browser-based OAuth authentication, p…
|
B 71 5⁄5 | ||||||||
| 6741 |
A real-time flight tracking interface for LLMs that connects AI assistants to l…
|
B 71 5⁄5 | ||||||||
| 6742 |
|
B 71 5⁄5 | ||||||||
| 6743 |
An intelligent server that transforms local Dash documentation into a context-a…
|
B 71 5⁄5 | ||||||||
| 6744 |
Enables execution of terminal commands, git operations, and automated setup of …
|
B 71 5⁄4 | ||||||||
| 6745 |
Enables interaction with the DoorDash Drive API to create, manage, and track de…
|
B 71 5⁄5 | ||||||||
| 6746 |
|
B 71 5⁄4 | ||||||||
| 6747 |
A Model Context Protocol server for Bunq that enables interaction with the Bunq…
|
B 71 5⁄5 | ||||||||
| 6748 |
Enables natural language interaction for scRNA-Seq analysis including preproces…
|
B 71 5⁄5 | ||||||||
| 6749 |
Enables intelligent file searching in local directories using natural language …
|
B 71 5⁄4 | ||||||||
| 6750 |
Transforms YouTube into a queryable knowledge source with search, video details…
|
B 71 5⁄5 | ||||||||