MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21901 |
gRPC-zig
Claim
blazigly fast gRPC/MCP client & server implementation in zig
|
C 60 4⁄3 | ||||||||
| 21902 |
mcp-hosted
Claim
Salesforce Hosted MCP Servers
|
C 60 3⁄3 | ||||||||
| 21903 |
An MCP server that enables AI agents to manage multi-marketplace e-commerce ope…
|
C 60 4⁄4 | ||||||||
| 21904 |
MCP Memory Server
Claim
Provides intelligent memory management capabilities using Qdrant vector databas…
|
C 60 4⁄4 | ||||||||
| 21905 |
just a test of glama
|
C 60 3⁄3 | ||||||||
| 21906 |
MCP Keyword Search
Claim
Enables keyword searching within text files with configurable case sensitivity,…
|
C 60 4⁄3 | ||||||||
| 21907 |
mcs-mcp
Claim
Provide Monte-Carlo-Simulation and Flow Data diagnostics to AI Agents
|
C 60 4⁄3 | ||||||||
| 21908 |
MCP Web Search Server
Claim
Enables privacy-focused web searches, social media lookups, and web archive ret…
|
C 60 4⁄4 | ||||||||
| 21909 |
MCP server for managing interactive processes, enabling AI agents to start, int…
|
C 60 3⁄3 | ||||||||
| 21910 |
Gives AI coding assistants persistent memory, safety controls, and project awar…
|
C 60 4⁄3 | ||||||||
| 21911 |
Local-first code indexer that provides deep code understanding for Claude and o…
|
C 60 4⁄4 | ||||||||
| 21912 |
k8m
Claim
Provides MCP multi-cluster Kubernetes management and operations, featuring a ma…
|
C 60 4⁄4 | ||||||||
| 21913 |
An MCP server that provides interaction with StackHawk's security scanning plat…
|
C 60 4⁄3 | ||||||||
| 21914 |
Enables comprehensive management of OpenProject work packages, projects, commen…
|
C 60 4⁄4 | ||||||||
| 21915 |
A Model Context Protocol (MCP) integration that allows AI assistants to control…
|
C 60 4⁄4 | ||||||||
| 21916 |
MCP server for Yandex.Direct API — campaigns, ads, statistics, keywords. Bearer…
|
C 60 3⁄3 | ||||||||
| 21917 |
An MCP server that enables programmatic interaction with Microsoft Word documen…
|
C 60 4⁄4 | ||||||||
| 21918 |
Medplum
Claim
Official Medplum MCP server for healthcare automation
|
C 60 4⁄4 | ||||||||
| 21919 |
Burp Suite Extension with MCP Server to enhance manual application security tes…
|
C 60 4⁄3 | ||||||||
| 21920 |
An MCP server for Task Trellis that provides tools for AI coding agents to mana…
|
C 60 4⁄3 | ||||||||
| 21921 |
An MCP server that exposes over 20 standard penetration testing utilities, such…
|
C 60 4⁄3 | ||||||||
| 21922 |
Assay MCP Server
Claim
Policy-enforcing MCP proxy with portable evidence output.
|
C 60 4⁄3 | ||||||||
| 21923 |
|
C 60 4⁄3 | ||||||||
| 21924 |
Advanced MCP Server
Claim
Provides AI coding agents with a secure, sandboxed environment for executing co…
|
C 60 4⁄4 | ||||||||
| 21925 |
Security scanner for MCP servers - detects tool poisoning and injection
|
C 60 3⁄3 | ||||||||
| 21926 |
A specialized server that enables LLMs to gather specific information through s…
|
C 60 4⁄4 | ||||||||
| 21927 |
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
|
C 60 4⁄4 | ||||||||
| 21928 |
A Model Context Protocol server that provides browser automation capabilities b…
|
C 60 4⁄4 | ||||||||
| 21929 |
awesome-dxt-mcp
Claim
🚀 A curated list of awesome Desktop Extensions (DXT) and MCP servers for Claude…
|
C 60 3⁄3 | ||||||||
| 21930 |
cnblogs-mcp
Claim
Enables publishing Markdown blog posts to cnblogs.com via MCP protocol using na…
|
C 60 3⁄3 | ||||||||
| 21931 |
Connects AI assistants to 55+ Kali Linux security tools for automated CTF solvi…
|
C 60 4⁄3 | ||||||||
| 21932 |
MCP Holyrics
Claim
Enables control and automation of Holyrics presentation software through natura…
|
C 60 3⁄3 | ||||||||
| 21933 |
Enables AI assistants to debug frontend applications by providing direct access…
|
C 60 4⁄3 | ||||||||
| 21934 |
Google Drive MCP Server
Claim
Enables comprehensive Google Drive operations including file management, conten…
|
C 60 4⁄4 | ||||||||
| 21935 |
Enables interaction with Cisco network devices through SSH using Netmiko. Suppo…
|
C 60 4⁄4 | ||||||||
| 21936 |
mcpc
Claim
Cross-platform C SDK for Model Context Protocol (MCP), in modern🚀 C23.
|
C 60 3⁄3 | ||||||||
| 21937 |
Production-ready API server template integrating FastAPI with Model Context Pro…
|
C 60 3⁄3 | ||||||||
| 21938 |
An MCP server that exposes the full YNAB API, allowing LLMs to read and manage …
|
C 60 4⁄4 | ||||||||
| 21939 |
MCP server for querying a database of 1 million Korean personas with full-text …
|
C 60 3⁄3 | ||||||||
| 21940 |
A bridge that enables AI assistants to connect to VS Code's debugger, allowing …
|
C 60 4⁄3 | ||||||||
| 21941 |
MCP server for comprehensive AI testing, evaluation, and quality assurance
|
C 60 3⁄3 | ||||||||
| 21942 |
openapi-to-mcp
Claim
MCP server that automatically converts any OpenAPI/Swagger specification into a…
|
C 60 3⁄3 | ||||||||
| 21943 |
Knapcode.SampleMcpServer
Claim
A sample MCP server using the MCP C# SDK. Generates random numbers and random w…
|
C 60 3⁄3 | ||||||||
| 21944 |
A transport wrapper that exposes Contentstack MCP tools over HTTP instead of st…
|
C 60 4⁄4 | ||||||||
| 21945 |
ummon
Claim
The semantic layer for software engineering: Connect code to meaning, build o…
|
C 60 4⁄3 | ||||||||
| 21946 |
Meta-Dynamic MCP Server
Claim
Aggregates multiple remote Model Context Protocol endpoints and exposes them th…
|
C 60 4⁄4 | ||||||||
| 21947 |
Build Awesome MCPs with Awesome Best Practices for MCP Servers and MCP Clients
|
C 60 3⁄3 | ||||||||
| 21948 |
This MCP Server enables users to interact with HubSpot's marketing events API, …
|
C 60 4⁄3 | ||||||||
| 21949 |
MCP Server for macOS
Claim
A modern, extensible server that provides a unified interface to control and in…
|
C 60 4⁄3 | ||||||||
| 21950 |
Enables interaction with Vertica databases through SQL queries, schema manageme…
|
C 60 4⁄4 | ||||||||