MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2851 |
Enables users to search for high-quality photos on Unsplash with support for ad…
|
B 77 5⁄5 | ||||||||
| 2852 |
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
|
B 77 5⁄5 | ||||||||
| 2853 |
A collection of self-hosted, open-source tools that enable AI agents to perform…
|
B 77 5⁄5 | ||||||||
| 2854 |
Enables interaction with the TexasSolver poker solver to run game theory optima…
|
B 77 5⁄4 | ||||||||
| 2855 |
CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleet…
|
B 77 5⁄5 | ||||||||
| 2856 |
This server enables AI assistants to discover, parameterize, and trigger Make.c…
|
B 77 5⁄5 | ||||||||
| 2857 |
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
|
B 77 5⁄4 | ||||||||
| 2858 |
MCP server for AI-enhanced prompt engineering and request conversion.
|
B 77 5⁄4 | ||||||||
| 2859 |
MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, …
|
B 77 6⁄6 | ||||||||
| 2860 |
Enables querying documents through a Langflow backend using natural language qu…
|
B 77 5⁄5 | ||||||||
| 2861 |
Satellite Tracking MCP Server
|
B 77 5⁄5 | ||||||||
| 2862 |
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
|
B 77 4⁄4 | ||||||||
| 2863 |
Domain Finder MCP Server
Claim
Intelligent domain name suggestion service that checks real-time availability a…
|
B 77 5⁄5 | ||||||||
| 2864 |
MCP server for checking package versions across multiple package managers
|
B 77 5⁄5 | ||||||||
| 2865 |
Enables AI assistants to interact with BambooHR's API through natural language …
|
B 77 5⁄4 | ||||||||
| 2866 |
Create, update, and delete short links effortlessly with this server. Integrate…
|
B 77 5⁄5 | ||||||||
| 2867 |
A Python package that implements a Model Context Protocol server for integratin…
|
B 77 5⁄5 | ||||||||
| 2868 |
Analyzes React component changes by performing structural analysis and generati…
|
B 77 5⁄5 | ||||||||
| 2869 |
mcp-monitor
Claim
A system monitoring tool that exposes system metrics via the Model Context Prot…
|
B 77 5⁄4 | ||||||||
| 2870 |
Lspace MCP Server
Claim
An open-source server implementing the Model Context Protocol (MCP) that enable…
|
B 77 5⁄5 | ||||||||
| 2871 |
MCP Server for the Perplexity API.
|
B 77 5⁄5 | ||||||||
| 2872 |
Connects AI assistants to todo.txt files, enabling task management through natu…
|
B 77 5⁄4 | ||||||||
| 2873 |
Enables interaction with Frappe Framework sites through comprehensive document …
|
B 77 5⁄5 | ||||||||
| 2874 |
Provides access to cryptocurrency market data, exchange information, and blockc…
|
B 77 5⁄5 | ||||||||
| 2875 |
MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addre…
|
B 77 6⁄6 | ||||||||
| 2876 |
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
|
B 77 5⁄5 | ||||||||
| 2877 |
Enables Excel file manipulation through Microsoft's official COM automation int…
|
B 77 5⁄5 | ||||||||
| 2878 |
An open source implementation of the Claude built-in text editor tool
|
B 77 5⁄5 | ||||||||
| 2879 |
An MCP server for converting Markdown documents to PDF files.
|
B 77 5⁄4 | ||||||||
| 2880 |
GitViz MCP
Claim
Visualizes Git history and commit logs with before/after animations for operati…
|
B 77 5⁄4 | ||||||||
| 2881 |
|
B 77 5⁄4 | ||||||||
| 2882 |
Enables AI applications to manage JIRA issues, workflows, and tasks through a s…
|
B 77 5⁄5 | ||||||||
| 2883 |
prompt-pro
Claim
Master AI prompting for business innovation. O'Reilly Live Learning course by T…
|
B 77 5⁄4 | ||||||||
| 2884 |
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
|
B 77 5⁄5 | ||||||||
| 2885 |
一站式热门榜单聚合MCP服务器,让AI助手能够实时查询GitHub、Hacker News、Product Hunt等27+平台的热门内容,专为独立开发者和技…
|
B 77 5⁄5 | ||||||||
| 2886 |
Official Kagi Search MCP Server.
|
B 77 5⁄5 | ||||||||
| 2887 |
Weekly-Weather-mcp
Claim
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
|
B 77 5⁄5 | ||||||||
| 2888 |
Allows LLMs to execute Python code in a specified Conda environment, enabling a…
|
B 77 5⁄4 | ||||||||
| 2889 |
Docker operations — manage containers, images, volumes, networks, and compose s…
|
B 77 5⁄5 | ||||||||
| 2890 |
All-in-one multimodal MCP for 300+ OpenRouter models: text chat, image / audio …
|
B 77 5⁄5 | ||||||||
| 2891 |
Enables reading, creating, and appending content to Microsoft Word (.docx) file…
|
B 77 5⁄5 | ||||||||
| 2892 |
Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as ver…
|
B 77 6⁄6 | ||||||||
| 2893 |
Scrapes and queries Reddit posts, comments, and media from subreddits and user …
|
B 77 5⁄4 | ||||||||
| 2894 |
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
|
B 77 5⁄5 | ||||||||
| 2895 |
Enables AI agents to clone entire websites, download files, manage authenticati…
|
B 77 5⁄5 | ||||||||
| 2896 |
Enables seamless SSH operations including secure connections, file transfers, i…
|
B 77 5⁄5 | ||||||||
| 2897 |
Opera Omnia MCP Server
Claim
A server that provides access to the Opera Omnia collection of JSON datasets fo…
|
B 77 5⁄5 | ||||||||
| 2898 |
KSM MCP is a Model Context Protocol (MCP) server that acts as a secure intermed…
|
B 77 5⁄4 | ||||||||
| 2899 |
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
|
B 77 4⁄4 | ||||||||
| 2900 |
Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …
|
B 77 5⁄5 | ||||||||