MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21701 |
gdb and rr Debugging
Claim
MCP server that exposes GDB debugging as tools. An AI assistant can set breakpo…
|
C 68 4⁄3 | ||||||||
| 21702 |
react-analyzer-mcp
Claim
A Docker-managed MCP server for analyzing React codebases and generating compon…
|
C 68 3⁄3 | ||||||||
| 21703 |
hanzi-browse
Claim
MCP server providing browser automation for AI agents with context-aware playbo…
|
C 68 3⁄3 | ||||||||
| 21704 |
artguard
Claim
Open-source AI artifact scanner. Detect malicious agent skills, MCP servers, an…
|
C 68 3⁄3 | ||||||||
| 21705 |
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
|
C 68 4⁄3 | ||||||||
| 21706 |
Enables Claude to interact with ServiceNow instances to manage incidents, servi…
|
C 68 4⁄4 | ||||||||
| 21707 |
Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly i…
|
C 68 3⁄3 | ||||||||
| 21708 |
MCP Server for publicly available Indian Mutual Funds data
|
C 68 3⁄3 | ||||||||
| 21709 |
Enables agents to quickly find and edit code in a codebase with surgical precis…
|
C 68 4⁄4 | ||||||||
| 21710 |
chrome-debug-mcp
Claim
chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) ser…
|
C 68 4⁄3 | ||||||||
| 21711 |
A lightweight MCP server for Android operating system automation. This server p…
|
C 68 4⁄3 | ||||||||
| 21712 |
swagger-mcp
Claim
|
C 68 4⁄3 | ||||||||
| 21713 |
Create and manage short links, track clicks, and automate URL management
|
C 68 4⁄3 | ||||||||
| 21714 |
Excel MCP Server - Manipulate Excel files without Microsoft Excel. Model Contex…
|
C 68 4⁄3 | ||||||||
| 21715 |
MCP Server that connects AI agents to FHIR servers. One example use case is que…
|
C 68 4⁄4 | ||||||||
| 21716 |
Vibe-Coder-MCP server extends AI assistants with specialized software developm…
|
C 68 4⁄4 | ||||||||
| 21717 |
DigitalOcean MCP Server
Claim
A Model Context Protocol (MCP) server that provides programmatic access to Digi…
|
C 68 4⁄3 | ||||||||
| 21718 |
Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie…
|
C 68 4⁄3 | ||||||||
| 21719 |
Coding agent with basic read, write and command line tools.
|
C 68 4⁄3 | ||||||||
| 21720 |
MCP server for managing Docker containers, images, networks, volumes, and regis…
|
C 68 4⁄3 | ||||||||
| 21721 |
Audit websites for GDPR, CCPA, and ePrivacy compliance — trackers, consent, and…
|
C 68 3⁄3 | ||||||||
| 21722 |
processhacker-mcp
Claim
your ai debugger, vibe hacking tool
|
C 68 3⁄3 | ||||||||
| 21723 |
Perforce P4 MCP Server is a MCP server that integrates with the Perforce P4 ver…
|
C 68 4⁄3 | ||||||||
| 21724 |
adtk
Claim
The most comprehensive Azure DevOps MCP server & CLI — 13 tools, 82 actions, si…
|
C 68 4⁄4 | ||||||||
| 21725 |
UnrealMotionGraphicsMCP
Claim
🚀 UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to max…
|
C 68 4⁄3 | ||||||||
| 21726 |
Enables AI-powered legal research and analysis of Polish legal acts from the Se…
|
C 68 4⁄4 | ||||||||
| 21727 |
summon-app
Claim
Postman for MCP servers
|
C 68 4⁄3 | ||||||||
| 21728 |
Enhances Claude's capabilities by providing access to website analytics data fr…
|
C 68 4⁄4 | ||||||||
| 21729 |
gpt-researcher
Claim
An autonomous agent that conducts deep research on any data using any LLM provi…
|
C 68 4⁄3 | ||||||||
| 21730 |
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, toke…
|
C 68 3⁄3 | ||||||||
| 21731 |
Pay for any x402-gated content or API with USDC micropayments on Base. Discover…
|
C 68 3⁄3 | ||||||||
| 21732 |
An MCP server for interacting with MangaDex to search manga, fetch metadata, an…
|
C 68 3⁄3 | ||||||||
| 21733 |
MCP server for Nextcloud: file management, search, calendar, contacts, and syst…
|
C 68 4⁄3 | ||||||||
| 21734 |
Enables dice rolling mechanics for tabletop RPGs including standard dice notati…
|
C 68 4⁄3 | ||||||||
| 21735 |
agent-comms-mcp
Claim
Enables multiple Claude Code instances to communicate through direct messages a…
|
C 68 3⁄3 | ||||||||
| 21736 |
Query MRR, churn, and revenue from Stripe, Gumroad & Lemon Squeezy in Claude
|
C 68 3⁄3 | ||||||||
| 21737 |
mcp-1panel
Claim
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for …
|
C 68 4⁄4 | ||||||||
| 21738 |
Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-…
|
C 68 3⁄3 | ||||||||
| 21739 |
Enables real-time indexing and semantic search of local documents (PDF, Word, t…
|
C 68 4⁄3 | ||||||||
| 21740 |
Enables AI assistants to interact with the Apify platform to manage actors, mon…
|
C 68 4⁄4 | ||||||||
| 21741 |
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonom…
|
C 68 3⁄3 | ||||||||
| 21742 |
An MCP server that provides AI models with full browser automation capabilities…
|
C 68 3⁄3 | ||||||||
| 21743 |
xcode-studio-mcp
Claim
Unified MCP server for iOS development — build, run, screenshot, and interact w…
|
C 68 3⁄3 | ||||||||
| 21744 |
A local MCP server that enables reading iMessage conversations and sending new …
|
C 68 3⁄3 | ||||||||
| 21745 |
Perform arithmetic and other common math calculations on demand. Combine operat…
|
C 68 3⁄3 | ||||||||
| 21746 |
Connects AI assistants to ActivityWatch for real-time computer activity awarene…
|
C 68 3⁄3 | ||||||||
| 21747 |
MCP Telephony server for automating voice calls with Speech-to-Text and Speech …
|
C 68 4⁄3 | ||||||||
| 21748 |
Bluetooth MCP Server
Claim
A ModelContextProtocol server that enables Claude AI to detect and scan nearby …
|
C 68 4⁄4 | ||||||||
| 21749 |
Model Context Protocol server that enables LLMs to interact with X.com (formerl…
|
C 68 4⁄4 | ||||||||
| 21750 |
Enables AI assistants to interact with OKX trading accounts through read-only a…
|
C 68 4⁄3 | ||||||||