MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 4 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41851 |
multi-scraper-mcp
Claim
12 production web scraping tools as MCP for AI agents (Claude Desktop, ChatGPT,…
|
— | ||||||||
| 41852 |
claude-code-bridge
Claim
MCP relay so Claude Code agents on different machines can exchange messages via…
|
— | ||||||||
| 41853 |
mcp-coordinator
Claim
Prevents AI coding agents from conflicting by coordinating file claims and reso…
|
— | ||||||||
| 41854 |
YesHello
Claim
Digital business cards, lead capture forms, and service listings - built and ma…
|
— | ||||||||
| 41855 |
personal-knowledge
Claim
A portable, AI-agnostic second brain that stores typed memories with semantic r…
|
— | ||||||||
| 41856 |
bigquery-mcp-server
Claim
|
— | ||||||||
| 41857 |
Pet Data Station
Claim
Source-verified pet food regulations, recalls, nutrient standards and species c…
|
— | ||||||||
| 41858 |
UCP MCP Storefront
Claim
A UCP-compliant MCP storefront server that exposes product catalog operations (…
|
— | ||||||||
| 41859 |
Instagram MCP Server
Claim
Enables managing multiple Instagram business accounts via a single token using …
|
— | ||||||||
| 41860 |
finviet-confluence-mcp
Claim
An MCP server that enables AI agents to read Confluence page content by URL, su…
|
— | ||||||||
| 41861 |
gem-mcp
Claim
An autonomous MCP server for AI-powered software generation using Gemini and Gr…
|
— | ||||||||
| 41862 |
Enoch
Claim
Operate an Enoch control plane through MCP tools
|
— | ||||||||
| 41863 |
beam-analysis
Claim
A lightweight MCP server for linear-static structural analysis of bridges and b…
|
— | ||||||||
| 41864 |
Product-first short-form video hook matching, opening analysis, trend tracking,…
|
— | ||||||||
| 41865 |
Metis Public Health
Claim
Metis — an open-source (AGPL-3.0), local-first MCP server / research companion…
|
— | ||||||||
| 41866 |
Enables execution and monitoring of Cucumber.js + Playwright automated tests, i…
|
— | ||||||||
| 41867 |
helm-mcp
Claim
MCP server exposing the HELM dashboard REST API as tools for managing services,…
|
— | ||||||||
| 41868 |
Dongtori MCP Server
Claim
Searches for children's programs at public facilities like libraries and cultur…
|
— | ||||||||
| 41869 |
Enables AI assistants to manage project analysis, code metrics, documentation, …
|
— | ||||||||
| 41870 |
Network AI Assistant
Claim
Asynchronous MCP server for unified multi-platform network infrastructure manag…
|
— | ||||||||
| 41871 |
darktable-mcp
Claim
Enables Claude to edit photos in darktable via natural language, adjusting slid…
|
— | ||||||||
| 41872 |
stillvault-mcp
Claim
Enables AI agents to securely use real secrets (API keys, database passwords) b…
|
— | ||||||||
| 41873 |
mcp-ssh-remote
Claim
Enables executing commands on remote SSH hosts, with full support for bastion/j…
|
— | ||||||||
| 41874 |
mcp-obsidian-local
Claim
Local MCP server to access Obsidian vault via the obsidian-local-rest-api, with…
|
— | ||||||||
| 41875 |
thruk-mcp
Claim
Enables natural language interaction with Thruk monitoring systems, allowing us…
|
— | ||||||||
| 41876 |
Email Alert MCP Server
Claim
Enables AI agents to read, filter, send emails, and check unread counts via the…
|
— | ||||||||
| 41877 |
mcp-cbr-rates
Claim
CBR exchange rates and key rates for Russia. MCP tools for finance agents.
|
— | ||||||||
| 41878 |
Sales Intelligence
Claim
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
|
— | ||||||||
| 41879 |
ms-teams-mcp
Claim
MCP server for Microsoft Teams that exposes 73 tools to manage teams, channels,…
|
— | ||||||||
| 41880 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
|
— | ||||||||
| 41881 |
PromptBin
Claim
Enables AI assistants to manage, store, and retrieve prompts through the Model …
|
— | ||||||||
| 41882 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
|
— | ||||||||
| 41883 |
ira-universe
Claim
Public-safe visitor MCP for Claude Code and Cursor that explains what Ira is, h…
|
— | ||||||||
| 41884 |
SupraPrompt MCP Server
Claim
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
|
— | ||||||||
| 41885 |
open-browser-control
Claim
Enables AI agents to control the user's Chrome or Firefox browser, leveraging e…
|
— | ||||||||
| 41886 |
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
|
— | ||||||||
| 41887 |
grafana-mcp-adapter
Claim
Read-only MCP server that exposes Grafana dashboards, datasources, and metric/l…
|
— | ||||||||
| 41888 |
Frame.io Agent
Claim
Enables coding agents to read and write to Frame.io (projects, assets, reviews,…
|
— | ||||||||
| 41889 |
accuracite-mcp
Claim
MCP server exposing AccuraCite's citation verification and finding API as tools
|
— | ||||||||
| 41890 |
else_when
Claim
|
— | ||||||||
| 41891 |
payme-mcp
Claim
MCP server for Payme payment system (Uzbekistan). Supports transactions, statem…
|
— | ||||||||
| 41892 |
Mockzilla
Claim
MCP server for mockzilla. Lets coding agents (Claude Desktop, Cursor, etc.) ins…
|
— | ||||||||
| 41893 |
swagger-petstore-mcp
Claim
OpenAPI-to-MCP example server generated with MCPForge. Demonstrates how REST AP…
|
— | ||||||||
| 41894 |
mcpserver-luzia
Claim
|
— | ||||||||
| 41895 |
OdinMCP
Claim
A distributed MCP server framework enabling scalable task execution across mult…
|
— | ||||||||
| 41896 |
mcp-ltm
Claim
Provides persistent long-term memory for AI assistants with tag-based retrieval…
|
— | ||||||||
| 41897 |
Smithery
Claim
Enable dynamic integration of language models with external data and tools thro…
|
— | ||||||||
| 41898 |
Provides AI assistants with access to political documents and meetings from the…
|
— | ||||||||
| 41899 |
code-review-mcp-server
Claim
Enables automated code review and GitHub PR commenting through MCP integration.
|
— | ||||||||
| 41900 |
Eventbrite MCP Server
Claim
Enables natural language access to the Eventbrite API for creating, managing, a…
|
— | ||||||||