MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10801 |
Live threat intel for Claude — CVE, KEV predictions, IP lookup, malware hashes.…
|
C 64 5⁄4 | ||||||||
| 10802 |
ResearchTwin
Claim
Federated research discovery with S-Index metrics across a network of digital t…
|
C 64 6⁄4 | ||||||||
| 10803 |
MCP server for Mamont search engine
|
C 64 5⁄5 | ||||||||
| 10804 |
An MCP server that enables natural language-driven creation and management of G…
|
C 64 5⁄4 | ||||||||
| 10805 |
A structural code search engine for Al agents.
|
C 64 6⁄4 | ||||||||
| 10806 |
A production-ready server featuring over 28 tools for comprehensive GitHub anal…
|
C 64 5⁄5 | ||||||||
| 10807 |
mcp-community
Claim
Easily run, deploy, and connect to MCP servers
|
C 64 5⁄4 | ||||||||
| 10808 |
Connect Strava training data to Claude for training load analysis and activity …
|
C 64 5⁄5 | ||||||||
| 10809 |
A Model Context Protocol server for Kubernetes that provides full resource cove…
|
C 64 5⁄5 | ||||||||
| 10810 |
A Model Context Protocol server that enables large language models to access th…
|
C 64 5⁄5 | ||||||||
| 10811 |
A Managed Component Provider that enables fetching webpage content using Jina A…
|
C 64 5⁄5 | ||||||||
| 10812 |
Enables interaction with note.com through API to search and read articles, mana…
|
C 64 5⁄5 | ||||||||
| 10813 |
one-mcp
Claim
A centralized reverse-proxy platform for MCP servers — manage, group, and expor…
|
C 64 6⁄4 | ||||||||
| 10814 |
mcp_server1
Claim
|
C 64 5⁄4 | ||||||||
| 10815 |
Project Creator MCP
Claim
Enables rapid creation of new projects from predefined templates including Reac…
|
C 64 5⁄4 | ||||||||
| 10816 |
|
C 64 5⁄4 | ||||||||
| 10817 |
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
|
C 64 6⁄4 | ||||||||
| 10818 |
Enables reading and extracting structured data from Google Docs and Sheets, inc…
|
C 64 5⁄5 | ||||||||
| 10819 |
Provides comprehensive project management capabilities through the Helios-9 API…
|
C 64 6⁄6 | ||||||||
| 10820 |
An MCP server that leverages graph structures to perform sophisticated scientif…
|
C 64 5⁄5 | ||||||||
| 10821 |
Enables AI assistants to perform complex chemical engineering calculations incl…
|
C 64 5⁄5 | ||||||||
| 10822 |
A Model Context Protocol server that enables Claude Desktop to generate images …
|
C 64 5⁄5 | ||||||||
| 10823 |
X (Twitter) MCP
Claim
Enables interaction with X (Twitter) to post tweets, threads, and replies while…
|
C 64 5⁄5 | ||||||||
| 10824 |
Incident forensic with log files analyzing
|
C 64 5⁄4 | ||||||||
| 10825 |
A Model Context Protocol server providing tools for SQLite database operations …
|
C 64 5⁄5 | ||||||||
| 10826 |
TinyDB MCP Server
Claim
Provides long-term memory for chatbots through a TinyDB-backed MCP server. Enab…
|
C 64 5⁄5 | ||||||||
| 10827 |
A Model Context Protocol server that allows AI development tools like Cursor an…
|
C 64 5⁄5 | ||||||||
| 10828 |
Enables interaction with Bitcoin's blockchain through Claude to embed and read …
|
C 64 5⁄5 | ||||||||
| 10829 |
An integration server that allows Claude Desktop to communicate with Make (form…
|
C 64 5⁄4 | ||||||||
| 10830 |
MCP INEGI Mujeres
Claim
Exposes educational indicators with a gender perspective from Mexico's SIESVIM …
|
C 64 5⁄4 | ||||||||
| 10831 |
A Model Context Protocol server that enables Claude to perform web research by …
|
C 64 6⁄4 | ||||||||
| 10832 |
Dreamhack MCP Server
Claim
Enables interaction with the Dreamhack wargame platform to fetch problem lists,…
|
C 64 5⁄5 | ||||||||
| 10833 |
An MCP server that empowers AI agents to inspect any wallet’s balance and oncha…
|
C 64 5⁄5 | ||||||||
| 10834 |
An intelligent server that helps discover and research MCP servers using the Ex…
|
C 64 5⁄5 | ||||||||
| 10835 |
Enables integration with OpenMetadata by wrapping its REST API for standardized…
|
C 64 5⁄5 | ||||||||
| 10836 |
Enables secure read-only access to PostgreSQL databases through SELECT queries …
|
C 64 5⁄5 | ||||||||
| 10837 |
A Model Context Protocol server that enables AI agents to freely operate Excel …
|
C 64 5⁄4 | ||||||||
| 10838 |
MCP Server
Claim
A TypeScript server that exposes various code automation tools powered by Gemin…
|
C 64 5⁄5 | ||||||||
| 10839 |
sec
Claim
SEC MCP — SEC EDGAR public APIs (free, no auth)
|
C 64 5⁄5 | ||||||||
| 10840 |
An MCP server that simulates the Chipotle ordering experience, allowing AI agen…
|
C 64 5⁄5 | ||||||||
| 10841 |
A MCP Server and an extension enables natural language control of NVIDIA Isaac …
|
C 64 5⁄5 | ||||||||
| 10842 |
Extracts clean text content and metadata from website URLs using Beautiful Soup…
|
C 64 5⁄5 | ||||||||
| 10843 |
Enables efficient navigation and search of large JSON files (>10MB) through int…
|
C 64 5⁄4 | ||||||||
| 10844 |
A server that enables LLMs (like Claude and VSCode Copilot) to interact with Az…
|
C 64 5⁄5 | ||||||||
| 10845 |
An MCP server for indexing and querying Unreal Engine C++ codebases using a loc…
|
C 64 5⁄4 | ||||||||
| 10846 |
Analyzes, refines, and optimizes prompts for AI assistants by fixing grammar, i…
|
C 64 5⁄5 | ||||||||
| 10847 |
MCP server that provides monitoring and analytics capabilities for MBBank accou…
|
C 64 5⁄5 | ||||||||
| 10848 |
Bridges Confluence Wiki with Large Language Models, allowing them to search, re…
|
C 64 5⁄5 | ||||||||
| 10849 |
Provides semantic code search capabilities that run 100% locally using Embeddin…
|
C 64 5⁄4 | ||||||||
| 10850 |
Enables interaction with Rocket.Chat instances through MCP protocol. Allows use…
|
C 64 5⁄4 | ||||||||