MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10951 |
A containerized server that provides weather tools for AI assistants, allowing …
|
C 64 5⁄5 | ||||||||
| 10952 |
File Manager MCP Server
Claim
Provides secure file system operations for AI assistants including directory li…
|
C 64 5⁄5 | ||||||||
| 10953 |
A server providing PDF form manipulation tools via MCP's API, allowing users to…
|
C 64 5⁄5 | ||||||||
| 10954 |
Kali Pentest MCP Server
Claim
Provides secure access to Kali Linux penetration testing tools including nmap, …
|
C 64 5⁄4 | ||||||||
| 10955 |
An MCP server for managing agent memory using provenance tracking, decay-weight…
|
C 64 5⁄4 | ||||||||
| 10956 |
ragmacs-mcp
Claim
Provides LLMs with live introspective access to a running Emacs instance to eva…
|
C 64 5⁄4 | ||||||||
| 10957 |
An MCP server that provides tools for interacting with Linear issue tracking sy…
|
C 64 5⁄5 | ||||||||
| 10958 |
Enables users to get real-time UK bus departure information and validate bus st…
|
C 64 5⁄5 | ||||||||
| 10959 |
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
|
C 64 6⁄4 | ||||||||
| 10960 |
This project provides a Model Context Protocol (MCP) server that allows languag…
|
C 64 5⁄5 | ||||||||
| 10961 |
A server monitoring and inspection tool collection that provides remote utiliti…
|
C 64 5⁄5 | ||||||||
| 10962 |
An integration server that allows Claude Desktop to communicate with Make (form…
|
C 64 5⁄4 | ||||||||
| 10963 |
Enables AI to create interactive HTML-based software prototypes with navigation…
|
C 64 5⁄4 | ||||||||
| 10964 |
|
C 64 5⁄5 | ||||||||
| 10965 |
flutter-skill
Claim
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
|
C 64 5⁄5 | ||||||||
| 10966 |
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky …
|
C 64 6⁄4 | ||||||||
| 10967 |
A Model Context Protocol server that enables AI agents to dynamically interact …
|
C 64 5⁄5 | ||||||||
| 10968 |
An MCP service that enables AI to fully manage email accounts, supporting sendi…
|
C 64 5⁄5 | ||||||||
| 10969 |
A Model Context Protocol server providing read-only access to PostgreSQL databa…
|
C 64 5⁄4 | ||||||||
| 10970 |
Plays Spotify tracks or system sounds as notifications when Claude Code complet…
|
C 64 6⁄4 | ||||||||
| 10971 |
Enables AI agents to interact with Google Analytics 4 data, providing tools for…
|
C 64 5⁄5 | ||||||||
| 10972 |
Enables intelligent product discovery on Digikala (Iran's largest e-commerce pl…
|
C 64 5⁄5 | ||||||||
| 10973 |
A server that connects to the Health Planet API to fetch and provide weight mea…
|
C 64 5⁄5 | ||||||||
| 10974 |
A minimal Model Context Protocol server that provides a simple add(a, b) tool f…
|
C 64 5⁄5 | ||||||||
| 10975 |
Stores Organizations content
|
C 64 5⁄5 | ||||||||
| 10976 |
MCP service that provides real-time access to Binance cryptocurrency market dat…
|
C 64 5⁄5 | ||||||||
| 10977 |
Interact with Twitter search and timeline
|
C 64 5⁄5 | ||||||||
| 10978 |
A Model Context Protocol server that allows integration with Hiworks mail syste…
|
C 64 5⁄5 | ||||||||
| 10979 |
Connects Claude to the SportRadar MLB API to access real-time baseball data inc…
|
C 64 5⁄5 | ||||||||
| 10980 |
MCP INEGI Mujeres
Claim
Exposes educational indicators with a gender perspective from Mexico's SIESVIM …
|
C 64 5⁄4 | ||||||||
| 10981 |
Dynamic Shell Command MCP Server
|
C 64 5⁄4 | ||||||||
| 10982 |
Integrates with Jira Cloud to enable comprehensive issue management, project tr…
|
C 64 5⁄5 | ||||||||
| 10983 |
FSS Pension MCP Server
Claim
Provides FSS (Korean Financial Supervisory Service) pension data to AI models l…
|
C 64 5⁄5 | ||||||||
| 10984 |
A lightweight server that enables AI clients to access and analyze real-time da…
|
C 64 5⁄4 | ||||||||
| 10985 |
An unofficial Model Context Protocol server that enables programmatic access to…
|
C 64 5⁄5 | ||||||||
| 10986 |
Hacker News MCP — search and retrieve stories from Hacker News
|
C 64 5⁄5 | ||||||||
| 10987 |
🔍 Enable AI assistants to search, access, and analyze PubMed articles through a…
|
C 64 5⁄5 | ||||||||
| 10988 |
An enhanced Model Context Protocol server providing comprehensive integration b…
|
C 64 5⁄5 | ||||||||
| 10989 |
Enables full automation of Sport5 Fantasy League management including team anal…
|
C 64 5⁄4 | ||||||||
| 10990 |
A lightweight mcp server that tells you exactly what time is it based on your I…
|
C 64 5⁄5 | ||||||||
| 10991 |
Enables interaction with Google Calendar services through the Model Context Pro…
|
C 64 5⁄5 | ||||||||
| 10992 |
Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token dat…
|
C 64 5⁄5 | ||||||||
| 10993 |
An MCP server that allows users to create custom tools on the fly by stitching …
|
C 64 5⁄5 | ||||||||
| 10994 |
Enables AI agents to interact with Salesforce organizations through natural lan…
|
C 64 5⁄5 | ||||||||
| 10995 |
A Model Context Protocol server that enables AI models to interact with Mobi in…
|
C 64 5⁄5 | ||||||||
| 10996 |
Fusion360 LLM Assistant
Claim
Enables natural language 3D modeling in Fusion 360 through an MCP server that t…
|
C 64 5⁄4 | ||||||||
| 10997 |
Provide fast, privacy-friendly web and AI-powered search capabilities with inte…
|
C 64 6⁄6 | ||||||||
| 10998 |
A local MCP server that allows users to search Google Scholar for academic pape…
|
C 64 5⁄5 | ||||||||
| 10999 |
A complete working example of Model Context Protocol servers that exposes tools…
|
C 64 5⁄4 | ||||||||
| 11000 |
A Model Context Protocol server that provides tools to interact with Matomo Ana…
|
C 64 5⁄5 | ||||||||