MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23201 |
awesome-mcp-servers
Claim
A collection of MCP servers.
|
C 61 3⁄3 | ||||||||
| 23202 |
Enables step-through debugging for C#, Node.js/TypeScript, Python, and Dart app…
|
C 61 4⁄3 | ||||||||
| 23203 |
Enables AI agents to request user decisions and send notifications via Discord …
|
C 61 4⁄3 | ||||||||
| 23204 |
osaurus
Claim
Own your AI. The native macOS harness for AI agents -- any model, persistent me…
|
C 61 4⁄3 | ||||||||
| 23205 |
Non-custodial x402 payment layer for AI agents. Agents sign transactions from t…
|
C 61 4⁄3 | ||||||||
| 23206 |
Enables AI assistants to interact with esa.io teams, including reading, creatin…
|
C 61 4⁄3 | ||||||||
| 23207 |
AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hol…
|
C 61 4⁄3 | ||||||||
| 23208 |
Hyperliquid MCP Server
Claim
Enables Claude Desktop to interact with Hyperliquid DEX for trading perpetual f…
|
C 61 4⁄4 | ||||||||
| 23209 |
stock-mcp
Claim
专业的金融市场数据 MCP 服务器 - 支持A股/美股/加密货币，原生 MCP 协议，AI Agent 友好
|
C 61 4⁄4 | ||||||||
| 23210 |
MCP server for Apache Iceberg
|
C 61 4⁄3 | ||||||||
| 23211 |
A Model Context Protocol (MCP) server built with the mcp-framework for developi…
|
C 61 4⁄3 | ||||||||
| 23212 |
Credential isolation proxy for AI agents. Injects secrets at the network bounda…
|
C 61 4⁄3 | ||||||||
| 23213 |
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
|
C 61 4⁄4 | ||||||||
| 23214 |
mcp-ocr-server
Claim
|
C 61 3⁄3 | ||||||||
| 23215 |
A structural template for developing Model Context Protocol (MCP) servers, feat…
|
C 61 4⁄3 | ||||||||
| 23216 |
aegis-protocol
Claim
Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 id…
|
C 61 4⁄3 | ||||||||
| 23217 |
MLB MCP
Claim
Provides easy access to MLB, Baseball Savant, Statcast, and Fangraphs baseball …
|
C 60 4⁄4 | ||||||||
| 23218 |
Exploring the Model Context Protocol (MCP) through practical guides, clients, a…
|
C 60 3⁄3 | ||||||||
| 23219 |
MCP Holyrics
Claim
Enables control and automation of Holyrics presentation software through natura…
|
C 60 3⁄3 | ||||||||
| 23220 |
pentestMCP: AI-Powered Penetration Testing via MCP, an MCP designed for penetra…
|
C 60 4⁄3 | ||||||||
| 23221 |
Gives AI coding assistants persistent memory, safety controls, and project awar…
|
C 60 4⁄3 | ||||||||
| 23222 |
MCP-Server
Claim
A Flask-based MCP server with web GUI that provides utility tools for mathemati…
|
C 60 4⁄3 | ||||||||
| 23223 |
A Model Context Protocol server that provides browser automation capabilities b…
|
C 60 4⁄4 | ||||||||
| 23224 |
An MCP (Model Context Protocol) server that integrates with the ArgoCD API, ena…
|
C 60 4⁄4 | ||||||||
| 23225 |
Enables structured team communication for Claude Code agents through Slack-like…
|
C 60 4⁄4 | ||||||||
| 23226 |
eKYC Suite
Claim
KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.
|
C 60 3⁄3 | ||||||||
| 23227 |
Production-ready API server template integrating FastAPI with Model Context Pro…
|
C 60 3⁄3 | ||||||||
| 23228 |
Sends messages to Google Chat via webhooks with automatic Markdown to Cards V2 …
|
C 60 4⁄4 | ||||||||
| 23229 |
A WordPress plugin that implements the Model Context Protocol to enable AI mode…
|
C 60 4⁄4 | ||||||||
| 23230 |
This server facilitates the invocation of AI models from providers like Anthrop…
|
C 60 4⁄3 | ||||||||
| 23231 |
GameDevBench MCP
Claim
Enables LLM agents to capture screenshots and visualize runtime behavior within…
|
C 60 3⁄3 | ||||||||
| 23232 |
An MCP server that exposes the full YNAB API, allowing LLMs to read and manage …
|
C 60 4⁄4 | ||||||||
| 23233 |
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
|
C 60 4⁄4 | ||||||||
| 23234 |
Connects MCP-compatible AI agents to GT Protocol trading accounts, enabling nat…
|
C 60 3⁄3 | ||||||||
| 23235 |
The official NetLicensing MCP Server is a natural language interface that enabl…
|
C 60 4⁄4 | ||||||||
| 23236 |
Provides unified access to multiple homelab services including Nginx Proxy Mana…
|
C 60 4⁄4 | ||||||||
| 23237 |
awesome-mcp-security
Claim
Security scores for 800+ MCP servers. 9 analyzers scan for prompt injection, to…
|
C 60 3⁄3 | ||||||||
| 23238 |
mcpc
Claim
Cross-platform C SDK for Model Context Protocol (MCP), in modern🚀 C23.
|
C 60 3⁄3 | ||||||||
| 23239 |
MCP server for Ozon Seller API — products, FBS/FBO, finance, analytics, returns
|
C 60 3⁄3 | ||||||||
| 23240 |
Data Analysis MCP Server
Claim
Provides comprehensive statistical analysis tools for industrial data including…
|
C 60 4⁄4 | ||||||||
| 23241 |
metis
Claim
Flight Levels work management with MCP server integration for AI agents. CLI,…
|
C 60 4⁄3 | ||||||||
| 23242 |
Assay MCP Server
Claim
Policy-enforcing MCP proxy with portable evidence output.
|
C 60 4⁄3 | ||||||||
| 23243 |
local-rag-mcp-server
Claim
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and…
|
C 60 3⁄3 | ||||||||
| 23244 |
An AI-powered security operations platform that integrates with SIEM, EDR, and …
|
C 60 4⁄4 | ||||||||
| 23245 |
Provides semantic code intelligence tools (search, structural views) and a work…
|
C 60 4⁄3 | ||||||||
| 23246 |
An MCP server that scans codebases to extract structural information (classes, …
|
C 60 4⁄4 | ||||||||
| 23247 |
mcp-hosted
Claim
Salesforce Hosted MCP Servers
|
C 60 3⁄3 | ||||||||
| 23248 |
hindsight
Claim
Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to m…
|
C 60 4⁄4 | ||||||||
| 23249 |
Knapcode.SampleMcpServer
Claim
A sample MCP server using the MCP C# SDK. Generates random numbers and random w…
|
C 60 3⁄3 | ||||||||
| 23250 |
Enables read-only access to PostgreSQL databases with multi-tenant support, all…
|
C 60 4⁄4 | ||||||||