MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62751 |
reforge-mcp
Claim
An MCP server that connects Claude Code to your codebase for automated code cle…
|
— | ||||||||
| 62752 |
@gbs-toolkit/mcp-server
Claim
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
|
— | ||||||||
| 62753 |
mcp-db-schema-tools
Claim
Database schema management MCP server for Claude Code, enabling natural languag…
|
— | ||||||||
| 62754 |
build-quality-mcp
Claim
Enables Claude-powered pre-push code review, blocking bad commits by analyzing …
|
— | ||||||||
| 62755 |
Thesma MCP Server
Claim
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
|
— | ||||||||
| 62756 |
A specialized MCP server for Svelte 5 frontend development, providing curated k…
|
— | ||||||||
| 62757 |
|
— | ||||||||
| 62758 |
building-register-mcp
Claim
Queries South Korean building register data (e.g., floor area, parking, seismic…
|
— | ||||||||
| 62759 |
obsidian-mcp-fast
Claim
Highly-performant MCP server for Obsidian vaults enabling sub-millisecond retri…
|
— | ||||||||
| 62760 |
Read-only MCP server for Google Search Console, with browser-based OAuth flow a…
|
— | ||||||||
| 62761 |
mcp-server-dev-test
Claim
A Model Context Protocol server implementation using Node.js, TypeScript, and B…
|
— | ||||||||
| 62762 |
FinImpulse MCP Server
Claim
Provides structured financial market data (stocks, ETFs, mutual funds, fundamen…
|
— | ||||||||
| 62763 |
Provides secure text embeddings with privacy-preserving features using the Mirr…
|
— | ||||||||
| 62764 |
Workiz MCP Server
Claim
Provides tools to read and write Workiz CRM/Field Service data (jobs, leads, te…
|
— | ||||||||
| 62765 |
mac-mail-mcp
Claim
Provides read-only access to Apple Mail.app emails, accounts, and folders by di…
|
— | ||||||||
| 62766 |
macOS Shell MCP Server
Claim
Enables shell command execution on macOS with session management, background pr…
|
— | ||||||||
| 62767 |
Pandoc Bridge
Claim
Enables document format conversion between 40+ formats including Markdown, HTML…
|
— | ||||||||
| 62768 |
mcp-ros2-logs
Claim
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
|
— | ||||||||
| 62769 |
MLflow MCP Server
Claim
A Model Context Protocol server that enables LLMs to interact with MLflow track…
|
— | ||||||||
| 62770 |
mcpserv
Claim
|
— | ||||||||
| 62771 |
agent-data
Claim
Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring …
|
— | ||||||||
| 62772 |
paperSearch
Claim
Enables AI coding agents to search academic papers, resolve biomedical entities…
|
— | ||||||||
| 62773 |
geo-agent
Claim
Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-…
|
— | ||||||||
| 62774 |
AgentCore MCP Proxy
Claim
Bridges AI IDEs with AWS Bedrock AgentCore Gateway using Cognito OAuth and hard…
|
— | ||||||||
| 62775 |
eip7702-rescue
Claim
Forensic MCP + hardened delegate for recovering assets from EIP-7702-compromise…
|
— | ||||||||
| 62776 |
sqlite-explorer-mcp
Claim
Read-only SQLite database explorer for MCP clients. Allows discovery of tables …
|
— | ||||||||
| 62777 |
checkmarx
Claim
Official Checkmarx MCP Server
|
— | ||||||||
| 62778 |
Tenzir MCP Server
Claim
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
|
— | ||||||||
| 62779 |
wander-agent
Claim
60-tool AI travel agent: flights, hotels, visas, weather, fare watching, trip m…
|
— | ||||||||
| 62780 |
FlutterFlow MCP Server
Claim
Connects AI coding agents to FlutterFlow projects, enabling browsing, inspectio…
|
— | ||||||||
| 62781 |
mcp-dataforge
Claim
Turns natural language into data pipeline actions using six specialist agents t…
|
— | ||||||||
| 62782 |
todoist-mcp
Claim
A Cloudflare Worker-based MCP server that enables AI assistants to read and man…
|
— | ||||||||
| 62783 |
Personal Context Manager
Claim
Provides persistent personal context storage across AI conversations, allowing …
|
— | ||||||||
| 62784 |
rubyui-mcp
Claim
Provides AI assistants with access to RubyUI component library documentation, i…
|
— | ||||||||
| 62785 |
PSYCHO-Py800MCP
Claim
MCP bridge integrating oscilloscopes, logic analyzers, and cameras for AI-drive…
|
— | ||||||||
| 62786 |
archivist
Claim
Provides read-only SRD lookup and deterministic enrichment tools for D&D 5e con…
|
— | ||||||||
| 62787 |
office-editor-mcp
Claim
An MCP server for creating and editing Word, Excel, and PowerPoint documents th…
|
— | ||||||||
| 62788 |
date
Claim
Manage dates and times effortlessly. Retrieve the current date and time, find t…
|
— | ||||||||
| 62789 |
Passepartout
Claim
Enables AI assistants to manage content on self-hosted WordPress sites via the …
|
— | ||||||||
| 62790 |
Delx Agent Utilities
Claim
Stateless URL, DNS, x402, JWT, encoding, and parsing tools for AI agents.
|
— | ||||||||
| 62791 |
memdb
Claim
A SQLite-backed MCP memory server providing persistent memory storage with full…
|
— | ||||||||
| 62792 |
fal-ai-mcp
Claim
Explore and search fal models to find the right fit for your tasks. Generate co…
|
— | ||||||||
| 62793 |
suggest-skills
Claim
An MCP server that generates skill manifests from GitHub skills directories and…
|
— | ||||||||
| 62794 |
Citation Intelligence
Claim
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite fo…
|
— | ||||||||
| 62795 |
project-mcp
Claim
MCP server that enables LLMs to read and analyze Microsoft Project schedules, i…
|
— | ||||||||
| 62796 |
mcp-compressor
Claim
Wraps any existing MCP server to reduce tool-description token usage by exposin…
|
— | ||||||||
| 62797 |
th0th
Claim
Semantic search with 98% token reduction for AI assistants.
|
— | ||||||||
| 62798 |
voiceos-todoist
Claim
Enables voice control of Todoist tasks via VoiceOS, with optional Apple Reminde…
|
— | ||||||||
| 62799 |
Godot Scene Analyzer
Claim
Analyzes Godot game projects to enforce ECS architecture patterns, automaticall…
|
— | ||||||||
| 62800 |
SEO MCP Connector
Claim
Local management console and permission wrapper for integrating Google Search C…
|
— | ||||||||