MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6901 |
Provides tools for managing Anki decks, notes, and note types via the Model Con…
|
B 71 5⁄4 | ||||||||
| 6902 |
An MCP server for UK National Rail trains service, providing train schedules an…
|
B 71 5⁄5 | ||||||||
| 6903 |
A lightweight MCP server providing read access to craft.io workspaces and items…
|
B 71 5⁄5 | ||||||||
| 6904 |
Enables AI assistants to interact with security data pipelines and map data to …
|
B 71 5⁄4 | ||||||||
| 6905 |
Enables DNS and email security analysis through passive and active scanning cap…
|
B 71 5⁄5 | ||||||||
| 6906 |
A secure server that enables AI applications to execute shell commands in speci…
|
B 71 5⁄5 | ||||||||
| 6907 |
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
|
B 71 5⁄5 | ||||||||
| 6908 |
Makes local markdown documentation files automatically available to AI assistan…
|
B 71 5⁄4 | ||||||||
| 6909 |
An implementation that enables Claude to connect to ServiceNow instances, allow…
|
B 71 5⁄5 | ||||||||
| 6910 |
Enables reading, searching, and sending iMessages on macOS by accessing the loc…
|
B 71 4⁄4 | ||||||||
| 6911 |
A Model Context Protocol server that provides tools for interacting with both R…
|
B 71 5⁄5 | ||||||||
| 6912 |
Context Memory Updater
Claim
Enables LLM assistants to store, retrieve, and update user-specific context mem…
|
B 71 5⁄5 | ||||||||
| 6913 |
A boilerplate project for quickly developing Model Context Protocol servers usi…
|
B 71 5⁄4 | ||||||||
| 6914 |
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
|
B 71 5⁄4 | ||||||||
| 6915 |
Cursor Reviewer MCP
Claim
Enables code review through Cursor CLI integration with GPT-5. Provides a curso…
|
B 71 5⁄5 | ||||||||
| 6916 |
Enables LLMs to control synthesizer parameters in real-time by translating natu…
|
B 71 5⁄4 | ||||||||
| 6917 |
Enables direct interaction with Discord servers to send messages, read channel …
|
B 71 5⁄5 | ||||||||
| 6918 |
An MCP server that provides access to Vitally customer data, allowing users to …
|
B 71 5⁄5 | ||||||||
| 6919 |
A Model Context Protocol (MCP) server that allows AI models to safely access an…
|
B 71 5⁄5 | ||||||||
| 6920 |
Provides access to live NHL game data, player and team statistics, standings, s…
|
B 71 5⁄5 | ||||||||
| 6921 |
Provides Claude with access to Pinata's API, allowing it to interact with both …
|
B 71 5⁄5 | ||||||||
| 6922 |
Provides AI assistants with tools to grade, generate, and validate UI component…
|
B 71 5⁄5 | ||||||||
| 6923 |
Enables project and task management through a lightweight SQLite database, allo…
|
B 71 5⁄4 | ||||||||
| 6924 |
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
|
B 71 5⁄4 | ||||||||
| 6925 |
A secure MySQL Model Context Protocol server that enables AI agents to interact…
|
B 71 5⁄5 | ||||||||
| 6926 |
LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by defau…
|
B 71 5⁄5 | ||||||||
| 6927 |
Connects AI tools to Verblaze localization projects, enabling management of tra…
|
B 71 5⁄5 | ||||||||
| 6928 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 6929 |
Interact with SingleStore databases using a standardized protocol. Execute quer…
|
B 71 5⁄5 | ||||||||
| 6930 |
Enables Claude to read, write, append, and clear data in Google Sheets directly…
|
B 71 5⁄5 | ||||||||
| 6931 |
mif-tools
Claim
Convert, validate, and inspect AI agent memories across formats
|
B 71 5⁄4 | ||||||||
| 6932 |
MCP Server for interacting with a Steel web browser
|
B 71 5⁄4 | ||||||||
| 6933 |
Provides programmatic access to the NIH Reporter API for searching and retrievi…
|
B 71 5⁄5 | ||||||||
| 6934 |
MCP Accessibility Audit
Claim
Performs automated web accessibility audits following WCAG standards using axe-…
|
B 71 5⁄4 | ||||||||
| 6935 |
The Movie DB MCP Server
Claim
A server that connects to The Movie Database API, enabling clients to fetch pop…
|
B 71 5⁄4 | ||||||||
| 6936 |
Enables LLMs to perform browser automation and web page interactions using Play…
|
B 71 5⁄5 | ||||||||
| 6937 |
Enables Claude AI to run terminal commands, perform file operations, and manage…
|
B 71 5⁄4 | ||||||||
| 6938 |
Fetch as Markdown
Claim
Fetches web pages and converts them to clean, readable markdown format by extra…
|
B 71 5⁄5 | ||||||||
| 6939 |
A Model Context Protocol server that integrates with Storybook to help AI tools…
|
B 71 5⁄5 | ||||||||
| 6940 |
USASpending MCP Server
Claim
Enables research of federal contract awards, market opportunities, and competit…
|
B 71 5⁄5 | ||||||||
| 6941 |
Enables querying Amazon Neptune databases and analytics graphs using openCypher…
|
B 71 5⁄5 | ||||||||
| 6942 |
This MCP server provides comprehensive access to the Mews hospitality platform …
|
B 71 5⁄5 | ||||||||
| 6943 |
A Model Context Protocol server that provides AI assistants with secure, read-o…
|
B 71 5⁄5 | ||||||||
| 6944 |
MCP Video Parser
Claim
A video analysis system that uses AI vision models to process, analyze, and que…
|
B 71 5⁄4 | ||||||||
| 6945 |
All in one Osint tools
|
B 71 5⁄4 | ||||||||
| 6946 |
Enables browser automation with concurrent tab pool management using Puppeteer.…
|
B 71 5⁄5 | ||||||||
| 6947 |
fritzbox-mcp-server
Claim
Control AVM FRITZ!Box routers - manage devices, WiFi, network settings, parenta…
|
B 71 5⁄4 | ||||||||
| 6948 |
MCP\_WolframAlpha
|
B 71 5⁄5 | ||||||||
| 6949 |
MCP server for Yelp - search businesses, read reviews, make reservations
|
B 71 5⁄4 | ||||||||
| 6950 |
phalcon-mcp
|
B 71 5⁄5 | ||||||||