MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 2 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3851 |
An MCP server that enables free web searching using Google search results, with…
|
B 75 5⁄4 | ||||||||
| 3852 |
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
|
B 75 5⁄5 | ||||||||
| 3853 |
Enables AI agents to create, manage, and track tasks within plans using Valkey …
|
B 75 5⁄5 | ||||||||
| 3854 |
Enables AI agents to debug code and automate browsers using Chrome DevTools Pro…
|
B 75 5⁄4 | ||||||||
| 3855 |
Enables users to send live webcam images to Claude Desktop or other MCP clients…
|
B 75 6⁄6 | ||||||||
| 3856 |
A Claude integration tool that enables users to query and analyze Aliyun (Aliba…
|
B 75 5⁄5 | ||||||||
| 3857 |
Enables natural language queries of U.S. Census Bureau data, translating plain …
|
B 75 5⁄5 | ||||||||
| 3858 |
Enables execution of SageMath mathematical computations through a local SageMat…
|
B 75 5⁄5 | ||||||||
| 3859 |
Enables AI agents to execute C++ code, test solutions against multiple test cas…
|
B 75 5⁄5 | ||||||||
| 3860 |
A Model Context Protocol server that enables AI assistants to interact with the…
|
B 75 5⁄4 | ||||||||
| 3861 |
kafka-mcp-server
Claim
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, lever…
|
B 75 5⁄4 | ||||||||
| 3862 |
Enables interaction with Tandoor recipe management system to create, manage, an…
|
B 75 5⁄5 | ||||||||
| 3863 |
Allow AI systems to view and control your Starling Bank account via MCP.
|
B 75 5⁄4 | ||||||||
| 3864 |
Enables analysis of any GitHub repository to get architecture, file roles, exec…
|
B 75 5⁄4 | ||||||||
| 3865 |
A Model Context Protocol server providing LLM Agents with system utilities and …
|
B 75 5⁄5 | ||||||||
| 3866 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 3867 |
MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, Argo…
|
B 75 5⁄5 | ||||||||
| 3868 |
MCP Audio Server
Claim
Enables text-to-speech conversion with smart language detection (using Google T…
|
B 75 5⁄4 | ||||||||
| 3869 |
google-workspace-mcp
Claim
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
|
B 75 5⁄4 | ||||||||
| 3870 |
An MCP server using Playwright for browser automation and webscrapping
|
B 75 5⁄5 | ||||||||
| 3871 |
Provides tools for interacting with GitHub's API through the MCP protocol, allo…
|
B 75 5⁄5 | ||||||||
| 3872 |
An MCP server that integrates the Brave Search API to provide both web and loca…
|
B 75 5⁄5 | ||||||||
| 3873 |
AI Meta MCP Server
Claim
Enables AI models to dynamically create and execute their own custom tools thro…
|
B 75 5⁄5 | ||||||||
| 3874 |
MCP server for VibeScan — scan projects for leaked secrets and security issues
|
B 75 4⁄4 | ||||||||
| 3875 |
Generates and queries a graph representation of a codebase to identify entities…
|
B 75 5⁄4 | ||||||||
| 3876 |
A server based on Model Context Protocol that enables AI models to interact wit…
|
B 75 5⁄5 | ||||||||
| 3877 |
Enables AI assistants to search for Quest Apartment Hotels across Australia by …
|
B 75 5⁄5 | ||||||||
| 3878 |
Brings Figma designs directly into MCP-compatible environments to view specific…
|
B 75 5⁄5 | ||||||||
| 3879 |
Enables natural language queries and analysis of Japanese horse racing data fro…
|
B 75 5⁄5 | ||||||||
| 3880 |
tpc-server
Claim
tpc-server
|
B 75 5⁄5 | ||||||||
| 3881 |
A Model Context Protocol server that enables interaction with You Need A Budget…
|
B 75 5⁄5 | ||||||||
| 3882 |
Enables interaction with Azure AI Foundry services through a unified interface …
|
B 75 5⁄5 | ||||||||
| 3883 |
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
|
B 75 5⁄5 | ||||||||
| 3884 |
A production-grade TypeScript template for building Model Context Protocol (MCP…
|
B 75 5⁄5 | ||||||||
| 3885 |
An MCP server that provides comprehensive tools for managing iOS simulators, in…
|
B 75 5⁄4 | ||||||||
| 3886 |
Jordan legislation via MCP -- full-text search across statutes and provisions
|
B 75 5⁄4 | ||||||||
| 3887 |
Provision dedicated real-SIM US phone numbers, receive inbound SMS, poll for me…
|
B 75 5⁄4 | ||||||||
| 3888 |
A persistent local vector memory server that allows users to store and search p…
|
B 75 5⁄4 | ||||||||
| 3889 |
An MCP server that enables Claude to perform web searches using Perplexity's AP…
|
B 75 5⁄5 | ||||||||
| 3890 |
This is an MCP server that enables agents to record, search, and retrieve memos…
|
B 75 5⁄5 | ||||||||
| 3891 |
A chatbot implementation compatible with MCP (terminal / streamlit supported)
|
B 75 5⁄4 | ||||||||
| 3892 |
ACI MCP Server
Claim
Enables management and configuration of Cisco ACI (Application Centric Infrastr…
|
B 75 5⁄5 | ||||||||
| 3893 |
Access legislative data from all 50 US states and Congress — search bills, get …
|
B 75 5⁄5 | ||||||||
| 3894 |
Enables AI assistants to interact with the Kapiti platform through 87 tools cov…
|
B 75 5⁄5 | ||||||||
| 3895 |
Google Drive MCP Server
Claim
Enables Claude to manage Google Drive files and folders through natural languag…
|
B 75 5⁄5 | ||||||||
| 3896 |
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
|
B 75 5⁄5 | ||||||||
| 3897 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 3898 |
Generates customizable test/placeholder images as PNG files with specified dime…
|
B 75 5⁄4 | ||||||||
| 3899 |
MCP server for Safari DevTools — browser debugging and automation for AI coding…
|
B 75 4⁄4 | ||||||||
| 3900 |
Provides access to Jewish texts from the Sefaria library. This server enables L…
|
B 75 5⁄5 | ||||||||