MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 4 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37901 |
leiga_mcp_smithery
Claim
|
— | ||||||||
| 37902 |
Denmark Peppol/NemHandel e-invoices for AI agents: send, check recipient, get d…
|
— | ||||||||
| 37903 |
docs-mcp
Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
|
— | ||||||||
| 37904 |
PocketFlow MCP Server
Claim
Brings the PocketFlow tutorial generation methodology to AI assistants, automat…
|
— | ||||||||
| 37905 |
ai-mcp-server
Claim
A local MCP bridge that registers multiple AI API endpoints, enabling agents to…
|
— | ||||||||
| 37906 |
moderngl-docs-mcp
Claim
Enables hybrid keyword and semantic search over ModernGL documentation using FT…
|
— | ||||||||
| 37907 |
GuardX
Claim
A keyless, defensive code-security auditor that scans codebases for hardcoded s…
|
— | ||||||||
| 37908 |
FinScreen
Claim
Loan officer assistant that uses Claude AI and Plaid banking API to assess loan…
|
— | ||||||||
| 37909 |
GitHub Prod MCP
Claim
A production-ready MCP server for GitHub operations, providing tools for reposi…
|
— | ||||||||
| 37910 |
magic-mcp
Claim
|
— | ||||||||
| 37911 |
GLPI MCP
Claim
MCP server allowing an AI assistant to interact directly with your GLPI instanc…
|
— | ||||||||
| 37912 |
execution-proofs
Claim
Verifies AI agent completion claims by checking that claimed output files exist…
|
— | ||||||||
| 37913 |
MCP WooCommerce Server
Claim
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
|
— | ||||||||
| 37914 |
wpf-dev-pack-mcp
Claim
Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone.
|
— | ||||||||
| 37915 |
CloudZIR MCP Server
Claim
An enterprise-grade MCP server providing integrated system prompts and context …
|
— | ||||||||
| 37916 |
codegraph-mcp
Claim
MCP server that enables intent search over Python call graphs inside Cursor, re…
|
— | ||||||||
| 37917 |
MCP Time Server
Claim
A remote MCP server that provides tools for getting the current time in differe…
|
— | ||||||||
| 37918 |
idea-reality-mcp
Claim
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
|
— | ||||||||
| 37919 |
obsidian-brainstorm
Claim
Connects Claude Desktop to an Obsidian vault, enabling reading, searching, capt…
|
— | ||||||||
| 37920 |
merakimcp
Claim
|
— | ||||||||
| 37921 |
FanOracle
Claim
AI-powered comic book authentication, grading, and valuation, secured on the Ca…
|
— | ||||||||
| 37922 |
ContextVM MCP Bridge
Claim
Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) b…
|
— | ||||||||
| 37923 |
voiceos-todoist
Claim
Enables voice control of Todoist tasks via VoiceOS, with optional Apple Reminde…
|
— | ||||||||
| 37924 |
Provides investigation tools for Cloudflare CCF data in Microsoft Sentinel, ena…
|
— | ||||||||
| 37925 |
oncrawl-mcp-server
Claim
MCP server that exposes OnCrawl's API for use with Claude Code and Claude Deskt…
|
— | ||||||||
| 37926 |
infinity-bemind
Claim
Enables querying sprint board capacity and task data for a team, allowing Claud…
|
— | ||||||||
| 37927 |
altium-designer-mcp
Claim
An MCP server that provides file I/O and primitive placement tools, enabling AI…
|
— | ||||||||
| 37928 |
trae-cn-mcp
Claim
MCP server that integrates with Volcengine's coding API to enable AI-powered ch…
|
— | ||||||||
| 37929 |
Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and l…
|
— | ||||||||
| 37930 |
WBSO MCP Server
Claim
Enables AI assistants to automatically detect WBSO-relevant work and log R&D ti…
|
— | ||||||||
| 37931 |
mcp-atlassian
Claim
MCP server for Atlassian Confluence and Jira, supporting both Cloud and Server/…
|
— | ||||||||
| 37932 |
shelfwatch
Claim
Enables automated weekly meal planning and grocery price comparison across Swed…
|
— | ||||||||
| 37933 |
saq-mcp
Claim
A Model Context Protocol server for SAQ.com that enables searching wines and sp…
|
— | ||||||||
| 37934 |
WordPress MCP
Claim
Enables AI models to interact with WordPress sites through standardized MCP int…
|
— | ||||||||
| 37935 |
Provides React design and rendering patterns from patterns.dev as MCP tools and…
|
— | ||||||||
| 37936 |
FeedClaw
Claim
The approval inbox for AI agents. Your agent drafts, you approve, it publishes.…
|
— | ||||||||
| 37937 |
agent-workspace-linux
Claim
Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop…
|
— | ||||||||
| 37938 |
n8n
Claim
|
— | ||||||||
| 37939 |
Hypernatural
Claim
Create and edit AI videos from chat: plan shots, generate scenes, and export st…
|
— | ||||||||
| 37940 |
mcp-google-reader
Claim
MCP server that reads Google Docs and Google Sheets content for AI assistants l…
|
— | ||||||||
| 37941 |
Enables users to generate and execute InfluxDB queries using natural language c…
|
— | ||||||||
| 37942 |
mcp-camptocamp
Claim
Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, sum…
|
— | ||||||||
| 37943 |
plantops-mcp-2
Claim
|
— | ||||||||
| 37944 |
네이버 길찾기 MCP 서버
Claim
Enables users to access Naver Maps API functionality including directions, plac…
|
— | ||||||||
| 37945 |
GraphRAG MCP Server
Claim
Enables building and querying knowledge graphs by ingesting documents into Neo4…
|
— | ||||||||
| 37946 |
Tableau MCP Server
Claim
Enables interaction with Tableau Cloud and Tableau Server through the REST API,…
|
— | ||||||||
| 37947 |
Enables AI models to access real-time financial market data including stock quo…
|
— | ||||||||
| 37948 |
Read-only hosted MCP over CanonicAI's cited Answers corpus on canonicai.com.
|
— | ||||||||
| 37949 |
Routes MCP requests intelligently to multiple backend servers through a single …
|
— | ||||||||
| 37950 |
Zyfy MCP Server
Claim
Enables natural language queries about UK postcodes and vehicles, including flo…
|
— | ||||||||