MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66701 |
mytime-mcp
Claim
Remote MCP server for MY:TIME's competitive intelligence platform. Enables quer…
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| 66702 |
cdbmcp
Claim
Enables AI clients to inspect live memory of a running C++ process on Windows u…
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| 66703 |
CodeGuardian MCP
Claim
Validates AI-generated code against actual codebases to catch hallucinations, d…
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| 66704 |
Momento MCP Server
Claim
A simple MCP server for Momento Cache enabling get, set, list, create, and dele…
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| 66705 |
sfmcMCP
Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
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| 66706 |
UniFi RMCP
Claim
Rust MCP server and CLI for UniFi Network controller operations.
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| 66707 |
Citely-x402
Claim
An MCP server that gates content and tools behind x402 stablecoin micropayments…
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| 66708 |
Linux MCP Server
Claim
Enables remote execution of Linux commands via SSH, supporting system monitorin…
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| 66709 |
claude-init
Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
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| 66710 |
mesh
Claim
A cross-agent communicator MCP server providing presence, resource locks, and d…
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| 66711 |
Conectica
Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
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| 66712 |
agent-payment-mcp
Claim
Secure USDC payments for AI agents on Base blockchain with budget controls and …
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| 66713 |
mcp-bizhawk
Claim
Drive the [BizHawk](https://github.com/TASEmulators/BizHawk) multi-system emula…
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| 66714 |
goals
Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
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| 66715 |
Refract
Claim
MCP proxy that compresses tool schemas on the fly. Up to 98% token reduction, 1…
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| 66716 |
rba-mcp
Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
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| 66717 |
adobe-mcp
Claim
Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from …
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| 66718 |
mcp-blast-radius
Claim
MCP Blast-Radius Auditor — statically extract what an MCP server can touch and …
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| 66719 |
EventTrader MCP
Claim
AI prediction market trading — real-time data, CLOB exchange, 30+ tools
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| 66720 |
Mediabox MCP
Claim
Self-hosted media server with AI-powered management via MCP, providing tools fo…
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| 66721 |
anp2-mcp-server
Claim
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
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| 66722 |
baby-age
Claim
Free hosted MCP server by Baby Age Calculator: exact baby age, zodiac, and mile…
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| 66723 |
quota-dashboard-mcp
Claim
Queries real-time AI subscription quota for Claude Code Max, Kimi, and Z.ai. To…
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| 66724 |
vmd-mcp
Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
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| 66725 |
Real-time web search, reasoning, and research through Perplexity's API
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| 66726 |
MCP server for enterprise authentication and authorization — JWT validation, OI…
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| 66727 |
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
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| 66728 |
benmilne
Claim
Search and read essays by Ben Milne on payments, stablecoins, and company build…
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| 66729 |
IP-MCP
Claim
Enables natural language access to Japanese patent information through the JPO …
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| 66730 |
Broken Link Checker
Claim
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
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| 66731 |
Aptos Blockchain Server
Claim
Enable AI assistants to interact with the Aptos blockchain testnet by managing …
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| 66732 |
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
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| 66733 |
elevenlabs-voice-mcp
Claim
Enables Claude to speak responses out loud using ElevenLabs text-to-speech API,…
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| 66734 |
weather-mcp-server
Claim
Access real-time weather data for any location using the WeatherAPI.com API, pr…
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| 66735 |
Obriym CRM
Claim
Operate Obriym CRM from your AI assistant: leads, deals, orders, products, dash…
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| 66736 |
rag
Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
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| 66737 |
namemyapp
Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
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| 66738 |
pdfops-mcp
Claim
Deterministic PDF tools for AI agents: inspect fields, fill forms, merge PDFs, …
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| 66739 |
Odoo MCP
Claim
Safety-first Model Context Protocol server for Odoo that enables AI assistants …
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| 66740 |
mcp-llama-swap
Claim
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
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| 66741 |
An enhanced browser automation MCP server that solves token limit issues throug…
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| 66742 |
langchain-docs-local-mcp
Claim
An offline MCP server that provides LangChain and LangGraph documentation searc…
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| 66743 |
knowledge-to-action-mcp
Claim
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
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| 66744 |
@event4u/agent-config
Claim
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
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| 66745 |
DroidPilot
Claim
Drive an Android phone over ADB and expose it to AI agents via MCP, enabling na…
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| 66746 |
schema-viz
Claim
A local MCP server that renders a database schema as an interactive, dbdiagram.…
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| 66747 |
retell
Claim
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| 66748 |
Google Sheets MCP Server
Claim
Enables reading and writing Google Sheets using API key or service account, wit…
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| 66749 |
Offline documentation and API method queries for multiple cryptocurrency exchan…
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| 66750 |
bq-readonly-mcp
Claim
A read-only BigQuery MCP server with auto-LIMIT injection, dry-run cost guard, …
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