MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7901 |
An MCP server that publishes CLI tools on your machine for discoverability by L…
|
B 70 5⁄4 | ||||||||
| 7902 |
Enables AI agents to interact with HyperLend protocol and Kittenswap DEX on Hyp…
|
B 70 5⁄5 | ||||||||
| 7903 |
perfdog_mcp
Claim
|
B 70 5⁄4 | ||||||||
| 7904 |
A production-ready MCP server for macOS that provides async, cache-backed acces…
|
B 70 5⁄4 | ||||||||
| 7905 |
MCP server for code archaeology: git blame, file history, contributors, and co-…
|
B 70 5⁄5 | ||||||||
| 7906 |
pgmcp
Claim
Natural language PostgreSQL queries with automatic streaming, read-only safety,…
|
B 70 5⁄4 | ||||||||
| 7907 |
Provides AI agents with 36 specialized tools for complete vehicle dealership ma…
|
B 70 5⁄5 | ||||||||
| 7908 |
An MCP server that enables users to create and manage MongoDB Atlas clusters, u…
|
B 70 5⁄5 | ||||||||
| 7909 |
A TypeScript-based MCP server that enables LLM agents to interact with Gel data…
|
B 70 5⁄5 | ||||||||
| 7910 |
Provides AI tools with access to Visa's Product Design System resources, includ…
|
B 70 5⁄5 | ||||||||
| 7911 |
A Model Context Protocol server that provides API functionality for creating, m…
|
B 70 5⁄5 | ||||||||
| 7912 |
devrag
Claim
Lightweight local RAG MCP server. 40x token reduction.
|
B 70 5⁄4 | ||||||||
| 7913 |
Enables searching and scraping of product listings from major Pakistani e-comme…
|
B 70 5⁄4 | ||||||||
| 7914 |
Server that ingests Swagger/OpenAPI specifications and Postman collections, pro…
|
B 70 5⁄5 | ||||||||
| 7915 |
A server that enables vector and keyword search capabilities in Typesense datab…
|
B 70 5⁄5 | ||||||||
| 7916 |
A starter template for building custom MCP (Model Context Protocol) servers tha…
|
B 70 5⁄5 | ||||||||
| 7917 |
A Model Context Protocol server that enables AI assistants to interact with Twi…
|
B 70 5⁄5 | ||||||||
| 7918 |
Enables Claude to translate, search, and manage Obsidian notes directly through…
|
B 70 5⁄4 | ||||||||
| 7919 |
Enables AI assistants to manage Xano databases through the Model Context Protoc…
|
B 70 5⁄5 | ||||||||
| 7920 |
A Model Context Protocol server that enables direct integration with macOS Cale…
|
B 70 5⁄4 | ||||||||
| 7921 |
Enables Claude to function as a full-stack software engineer with comprehensive…
|
B 70 5⁄5 | ||||||||
| 7922 |
An MCP server that recommends specific tools for tasks by learning from usage p…
|
B 70 5⁄4 | ||||||||
| 7923 |
CAPI Gateway
Claim
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
|
B 70 5⁄4 | ||||||||
| 7924 |
Deep Research for crypto - free & fully local
|
B 70 5⁄5 | ||||||||
| 7925 |
Modular MCP Server
Claim
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
|
B 70 5⁄4 | ||||||||
| 7926 |
Enables AI agents to manage a file-backed ticketing system directly within a lo…
|
B 70 5⁄4 | ||||||||
| 7927 |
Enables large language models to interact with Alpaca's trading infrastructure …
|
B 70 5⁄4 | ||||||||
| 7928 |
Connects AI assistants to Notion workspaces, allowing users to search, create, …
|
B 70 5⁄5 | ||||||||
| 7929 |
Search horse boarding facilities and trainers across 44 US states.
|
B 70 4⁄4 | ||||||||
| 7930 |
studio-mcp
Claim
Embeds Snyk's security engines into agentic workflows. Secures AI-generated cod…
|
B 70 5⁄5 | ||||||||
| 7931 |
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
|
B 70 5⁄5 | ||||||||
| 7932 |
Enables creating and managing customer records via an external API with Bearer …
|
B 70 5⁄5 | ||||||||
| 7933 |
An MCP server for managing Incus virtual machines through structured tools for …
|
B 70 5⁄5 | ||||||||
| 7934 |
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, …
|
B 70 5⁄4 | ||||||||
| 7935 |
A Model Context Protocol server implementation for interacting with Salesforce …
|
B 70 5⁄5 | ||||||||
| 7936 |
Gradle Tomcat MCP Server
Claim
Enables management of Gradle-based Tomcat applications with capabilities for st…
|
B 70 5⁄5 | ||||||||
| 7937 |
A read-only MCP server for macOS that enables users to search through iMessage …
|
B 70 5⁄4 | ||||||||
| 7938 |
Enables AI models to perform Google Lighthouse website performance analysis, in…
|
B 70 5⁄5 | ||||||||
| 7939 |
Manim MCP Server
Claim
Enables compilation and serving of Manim animations through natural language. S…
|
B 70 5⁄4 | ||||||||
| 7940 |
Enables interaction with Shiprocket shipping services to check courier rates an…
|
B 70 5⁄4 | ||||||||
| 7941 |
A Model Context Protocol server that provides real-time hot trending topics fro…
|
B 70 5⁄5 | ||||||||
| 7942 |
A MCP server that send desktop notifications with sound effect when agent tasks…
|
B 70 5⁄4 | ||||||||
| 7943 |
Automates git worktree management with iTerm2 integration for Claude Code, allo…
|
B 70 5⁄4 | ||||||||
| 7944 |
LiveKit RAG Assistant
Claim
Enables AI-powered semantic search and question-answering for LiveKit documenta…
|
B 70 5⁄5 | ||||||||
| 7945 |
An MCP server that connects to Tana's Input API, allowing Large Language Models…
|
B 70 5⁄5 | ||||||||
| 7946 |
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
|
B 70 5⁄5 | ||||||||
| 7947 |
Provides access to Japanese statistical standard area codes (標準地域コード) from offi…
|
B 70 5⁄5 | ||||||||
| 7948 |
CSV Editor
Claim
Comprehensive CSV processing MCP server with 40+ operations for data manipulati…
|
B 70 5⁄5 | ||||||||
| 7949 |
Provides tools to interact with the Farcaster network, allowing AI models to fe…
|
B 70 5⁄5 | ||||||||
| 7950 |
Enables Large Language Models to automate macOS applications and execute AppleS…
|
B 70 5⁄4 | ||||||||