MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3601 |
A Model Context Protocol server that integrates with Nautobot to provide networ…
|
B 76 5⁄4 | ||||||||
| 3602 |
A MCP server that integrates with Stable Diffusion WebUI to provide text-to-ima…
|
B 76 5⁄5 | ||||||||
| 3603 |
Jira MCP Server
Claim
Enables natural language interaction with Jira for managing projects, issues, t…
|
B 76 5⁄5 | ||||||||
| 3604 |
MCP server providing access to 135+ animated React components from ReactBits.de…
|
B 76 5⁄5 | ||||||||
| 3605 |
MCP Manual Generator
Claim
Automates the creation of application user manuals by capturing screenshots and…
|
B 76 5⁄4 | ||||||||
| 3606 |
Access financial data and market information via Financial Modeling Prep API
|
B 76 5⁄4 | ||||||||
| 3607 |
Sophisticated bash command MCP server that runs and manages shell execution.
|
B 76 5⁄5 | ||||||||
| 3608 |
A server allowing interaction with Reddit via the public API, enabling browsing…
|
B 76 5⁄5 | ||||||||
| 3609 |
AgenticRAG MCP Server
Claim
An intelligent codebase processing server that provides agentic RAG capabilitie…
|
B 76 5⁄5 | ||||||||
| 3610 |
Python Code Runner
Claim
Enables execution of Python code in a safe environment, including running scrip…
|
B 76 5⁄5 | ||||||||
| 3611 |
Provides AI assistants with access to Lumenore's analytics capabilities, enabli…
|
B 76 5⁄5 | ||||||||
| 3612 |
MCP Armor continuously secures and monitors Model Context Protocol operations t…
|
B 76 4⁄4 | ||||||||
| 3613 |
GoReleaser MCP server
|
B 76 5⁄4 | ||||||||
| 3614 |
honeycomb-mcp-server
|
B 76 5⁄5 | ||||||||
| 3615 |
Enables management of Railway.app infrastructure through natural language, incl…
|
B 76 5⁄5 | ||||||||
| 3616 |
mcp-calculator-server
Claim
|
B 76 5⁄4 | ||||||||
| 3617 |
A centralized automation hub that provides a unified interface for AI agents to…
|
B 76 5⁄5 | ||||||||
| 3618 |
MCP Master Puppeteer
Claim
An advanced MCP server for browser automation using Puppeteer, specifically opt…
|
B 76 5⁄4 | ||||||||
| 3619 |
Provides read-only access to Beehiiv newsletter analytics data including public…
|
B 76 5⁄5 | ||||||||
| 3620 |
Firestore MCP Server
Claim
An interface for interacting with Google Firestore databases directly through C…
|
B 76 5⁄5 | ||||||||
| 3621 |
Agileday MCP Server
Claim
Connects Agileday's competence and employee data with LLMs, enabling natural la…
|
B 76 5⁄5 | ||||||||
| 3622 |
Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify inte…
|
B 76 5⁄4 | ||||||||
| 3623 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3624 |
Simple Snowflake MCP server that works behind a corporate proxy. Read and write…
|
B 76 5⁄5 | ||||||||
| 3625 |
Provides AI assistants with structured access to complete Figma developer docum…
|
B 76 5⁄4 | ||||||||
| 3626 |
Model Context Protocol (MCP) Server for Jupyter.
|
B 76 5⁄4 | ||||||||
| 3627 |
MCP server to deploy apps to Cloud Run
|
B 76 5⁄5 | ||||||||
| 3628 |
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
|
B 76 5⁄5 | ||||||||
| 3629 |
A demonstration MCP server showcasing tools (calculator, file operations, weath…
|
B 76 5⁄5 | ||||||||
| 3630 |
A Model Context Protocol (MCP) server that connects to Strava API, providing to…
|
B 76 5⁄4 | ||||||||
| 3631 |
Enables Claude Desktop to download files from web URLs with automatic browser f…
|
B 76 5⁄4 | ||||||||
| 3632 |
Enables AI language models to interact with YouTube content through the YouTube…
|
B 76 5⁄5 | ||||||||
| 3633 |
Enables AI assistants to interact with Coda docs, pages, tables, rows, formulas…
|
B 76 5⁄4 | ||||||||
| 3634 |
An MCP server for managing and activating persona templates and components by w…
|
B 76 5⁄4 | ||||||||
| 3635 |
A Model Context Protocol (MCP) server implementation for remote memory bank man…
|
B 76 5⁄5 | ||||||||
| 3636 |
A TypeScript-based MCP server that enables interaction with Azure Table Storage…
|
B 76 5⁄5 | ||||||||
| 3637 |
Scalable, high-performance knowledge graph memory system with semantic search, …
|
B 76 5⁄5 | ||||||||
| 3638 |
Browse, search and fuzzy-match NACE Rev. 2.1 economic activity classification c…
|
B 76 5⁄4 | ||||||||
| 3639 |
Allow AI systems to read, send, archive, and manage emails via Gmail.
|
B 76 5⁄4 | ||||||||
| 3640 |
|
B 76 5⁄4 | ||||||||
| 3641 |
Enables flight search and price comparison by scraping flight information from …
|
B 76 5⁄5 | ||||||||
| 3642 |
Generate Pix QR codes and copy-paste strings with fallback across multiple prov…
|
B 76 5⁄5 | ||||||||
| 3643 |
MCP server to interact with the UCSC Genome Browser API, letting you find genom…
|
B 76 5⁄5 | ||||||||
| 3644 |
Enables AI assistants to search, validate, and edit OpenStreetMap data through …
|
B 76 5⁄5 | ||||||||
| 3645 |
Enables integration with DuckDuckGo search capabilities for LLMs, supporting co…
|
B 76 5⁄5 | ||||||||
| 3646 |
xiaohongshu-mcp
Claim
MCP for xiaohongshu.com
|
B 76 5⁄4 | ||||||||
| 3647 |
anki-mcp
Claim
MCP server for anki
|
B 76 5⁄5 | ||||||||
| 3648 |
Provides over 156 tools to interact with the Binance.com global exchange API fo…
|
B 76 5⁄5 | ||||||||
| 3649 |
Comprehensive MCP server for administering Msty Studio Desktop with 36 tools ac…
|
B 76 5⁄4 | ||||||||
| 3650 |
Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sour…
|
B 76 5⁄5 | ||||||||