MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
Newly Added
AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records PumpX InstantClips projects YOUB| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62751 |
Juno MCP Server
Claim
Enables AI-powered security investigation and threat analysis by connecting MCP…
|
— | ||||||||
| 62752 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
|
— | ||||||||
| 62753 |
navmcp
Claim
A browser automation MCP server that enables web page interaction, content extr…
|
— | ||||||||
| 62754 |
PatchPilot MCP
Claim
Security scanner for vibe coders that checks npm packages for known vulnerabili…
|
— | ||||||||
| 62755 |
qa-probe
Claim
Probes your live API and classifies why each endpoint failed (root cause + evid…
|
— | ||||||||
| 62756 |
darktable-mcp
Claim
Enables Claude to edit photos in darktable via natural language, adjusting slid…
|
— | ||||||||
| 62757 |
Business Helper
Claim
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
|
— | ||||||||
| 62758 |
packmate-mcp
Claim
MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
|
— | ||||||||
| 62759 |
reference-mcp
Claim
An MCP server that helps AI agents comprehend a codebase by providing tools for…
|
— | ||||||||
| 62760 |
LifeOS Plugin
Claim
An MCP server integrating 40+ workflow skills for personal productivity, projec…
|
— | ||||||||
| 62761 |
QuickHelp
Claim
free dev tools (JWT, JSON, Base64, image converter, hash, UUID, and more) — eac…
|
— | ||||||||
| 62762 |
MCP server for ListenME — product research task management via Boxverse AI. Pro…
|
— | ||||||||
| 62763 |
AI Search (AutoRAG) management. List and search documents across your AI Search…
|
— | ||||||||
| 62764 |
codegraph-mcp
Claim
A no-train, on-prem code knowledge graph served over the Model Context Protocol…
|
— | ||||||||
| 62765 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
|
— | ||||||||
| 62766 |
FlowCheck MCP Server
Claim
Acts as a production-grade safety layer for AI-assisted coding, monitoring Git …
|
— | ||||||||
| 62767 |
claude-screen-mcp
Claim
Enables Claude to capture and analyze screen content across Windows, macOS, and…
|
— | ||||||||
| 62768 |
Wireshark MCP Server
Claim
Network capture and analysis via tshark, exposing 20 tools including composite …
|
— | ||||||||
| 62769 |
database-mcp
Claim
Automatically discovers database schema, performs data quality checks on tables…
|
— | ||||||||
| 62770 |
URL shortening API for AI agents. Convert long URLs into compact short links wi…
|
— | ||||||||
| 62771 |
aetherwave-mcp
Claim
Music, image, video and audio generation across top AI providers - one key, one…
|
— | ||||||||
| 62772 |
context7docs-mcp
Claim
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
|
— | ||||||||
| 62773 |
Exposes a set of CLI tools (test generation, documentation generation, linting,…
|
— | ||||||||
| 62774 |
claude-orator-mcp
Claim
An MCP server for deterministic prompt optimization in Claude Code. Score promp…
|
— | ||||||||
| 62775 |
workopia
Claim
Workopia - free MCP for global job search, PDF resume builder, and AI career ad…
|
— | ||||||||
| 62776 |
mcp-rap-migrator
Claim
MCP server that migrates SAP Module Pool programs to RAP applications interacti…
|
— | ||||||||
| 62777 |
streams
Claim
|
— | ||||||||
| 62778 |
slack-readonly-mcp
Claim
A self-hosted, read-only Slack MCP server that runs locally and provides read-o…
|
— | ||||||||
| 62779 |
mcp-ssh-wrapper
Claim
A minimal MCP server that executes commands on remote hosts by delegating to th…
|
— | ||||||||
| 62780 |
Parallect MCP Server
Claim
Enables AI assistants to perform multi-provider deep research via Parallect.ai,…
|
— | ||||||||
| 62781 |
An MCP server for calculating carbon footprints from bank statements using EPA …
|
— | ||||||||
| 62782 |
mcp-sofa
Claim
MCP server for Stack Overflow for Agents, enabling search, post creation, votin…
|
— | ||||||||
| 62783 |
tradingview-mcp-india
Claim
Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including …
|
— | ||||||||
| 62784 |
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
|
— | ||||||||
| 62785 |
gemini-image-generator
Claim
Enables image generation and transformation using Google Gemini AI, with automa…
|
— | ||||||||
| 62786 |
WordPress MCP Server
Claim
Enables comprehensive management of WordPress sites including posts, users, med…
|
— | ||||||||
| 62787 |
Deploys 25 MCP tools for Apache Doris, enabling SQL execution, metadata queries…
|
— | ||||||||
| 62788 |
A simple MCP server for getting weather information.
|
— | ||||||||
| 62789 |
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
|
— | ||||||||
| 62790 |
Enables AI assistants to securely search and retrieve information from a user's…
|
— | ||||||||
| 62791 |
Trello MCP Server
Claim
Provides programmatic access to Trello's API to manage boards, lists, cards, an…
|
— | ||||||||
| 62792 |
flow-team-mcp
Claim
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
|
— | ||||||||
| 62793 |
SWLC MCP Server
Claim
A lottery information query service for the Shanghai region that provides winni…
|
— | ||||||||
| 62794 |
mcp-ohmy-sql
Claim
An MCP server that bridges AI assistants with SQL databases, enabling natural l…
|
— | ||||||||
| 62795 |
data-analysis-mcp
Claim
Enables data analysis and visualization operations such as loading CSV/Excel/JS…
|
— | ||||||||
| 62796 |
playwright-mcp
Claim
|
— | ||||||||
| 62797 |
eranfinish/ezatwork-mcp
Claim
MCP server for EZ@Work — manage clients, projects, time entries, and invoices f…
|
— | ||||||||
| 62798 |
bluedart-mcp-server
Claim
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
|
— | ||||||||
| 62799 |
mcp-football
Claim
Provides live football data through MCP tools, enabling users to fetch today's …
|
— | ||||||||
| 62800 |
Kastor
Claim
Lets ChatGPT or MCP clients work with files on your machine, with tools for rea…
|
— | ||||||||