MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 4 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55651 |
OpenClaw MCP Server
Claim
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
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| 55652 |
Adam OS MCP Server
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Enables restaurant management through natural language, allowing import of Toas…
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| 55653 |
headless-records-mcp
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Enables MCP agents to access public SEC Form 4 insider filing data via a local …
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| 55654 |
Real-time surf, weather, trail status, volcano, ocean safety, and restaurants f…
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| 55655 |
rental ops mcp
Claim
search for best places to rent
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| 55656 |
upnote-mcp
Claim
Enables AI agents to read and write UpNote notes locally via SQLite and URL sch…
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| 55657 |
delego
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Intent-bound action authorization for AI agents: policy, human approval, and a …
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| 55658 |
converly
Claim
Set up and manage conversion tracking by chatting with your AI assistant.
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| 55659 |
tiktok-viral-factory
Claim
Enables automated generation and publishing of TikTok Shop Affiliate videos usi…
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| 55660 |
meok-uk-fhi-mcp
Claim
MCP server wrapping the UK aquaculture regulatory stack — CEFAS Fish Health Ins…
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| 55661 |
scorezilla-mcp
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Official MCP server for Scorezilla (leaderboards for games). Your AI coding ass…
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| 55662 |
mcp-wait
Claim
A minimal MCP server that lets AI agents pause for a specified duration before …
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| 55663 |
Sentry MCP Server
Claim
A stateless FastMCP server that enables interaction with multiple Sentry instan…
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| 55664 |
Supabase MCP Server
Claim
Enables Claude to fully manage self-hosted Supabase instances, covering authent…
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| 55665 |
Ombre Brain
Claim
A long-term emotional memory system for Claude, enabling persistent, cross-conv…
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| 55666 |
MCP Test Case Generator
Claim
Generates structured, comprehensive test cases from user stories, API specs, or…
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| 55667 |
google-docs-mcp
Claim
Enables AI agents to edit Google Docs via text anchors rather than character in…
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| 55668 |
saqz
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| 55669 |
3D Texel
Claim
Search/download 7,000+ PBR materials, HDRIs, decals, 3D assets; generate PBR ma…
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| 55670 |
MCP server for generating and editing images using Amazon Nova Canvas, Stable D…
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| 55671 |
mint-mcp
Claim
MINT Protocol — universal work attestation for autonomous agents. Cryptographic…
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| 55672 |
llama-mcp-server
Claim
MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…
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| 55673 |
Petsonality
Claim
An MBTI-powered terminal pet companion for Claude Code and OpenClaw.
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| 55674 |
Testomat.io MCP Server
Claim
Enables AI assistants to interact with Testomat.io test management platform, al…
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| 55675 |
Lalaleap MCP Server
Claim
An MCP server that enables AI tools to interact with the Lalaleap project manag…
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| 55676 |
psychopy-mcp
Claim
An MCP server that enables Claude Code/Codex to directly control PsychoPy for d…
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| 55677 |
test
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| 55678 |
Classify Polymarket wallets as human or bot, score their trading edge, read ope…
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| 55679 |
Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL…
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| 55680 |
ab-platform-mcp-local
Claim
A local MCP server that forwards tools from an upstream experiment platform and…
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| 55681 |
nexudus-mcp
Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
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| 55682 |
modelmux
Claim
Enables AI agents like Claude Code, Codex, and Perplexity to call each other as…
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| 55683 |
sales-agent-mcp
Claim
Enables natural language sales analysis by connecting to a SQLite database, gen…
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| 55684 |
AI-powered Amazon ECS workload management
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| 55685 |
AdrMcp
Claim
MCP server for Architectural Decision Records: navigate, author, validate, link…
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| 55686 |
FastAPI-MCP
Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
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| 55687 |
CodeGuard
Claim
MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, …
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| 55688 |
Axis
Claim
Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on o…
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| 55689 |
flutter-motion-kit
Claim
Enables AI coding assistants to search, retrieve, and reuse validated Flutter a…
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| 55690 |
events-mcp
Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
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| 55691 |
sms-web2sms-mcp-server
Claim
Enables sending SMS messages and checking delivery status and credit balance vi…
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| 55692 |
MCP server for data engineering: validation, transformation, visualization, and…
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| 55693 |
MCP Filesystem
Claim
Enables natural language filesystem operations (create, list, delete directorie…
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| 55694 |
billionverify-mcp
Claim
Connects AI assistants to BillionVerify email verification via the Model Contex…
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| 55695 |
test
Claim
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| 55696 |
mcp-server
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| 55697 |
OpenEHR MCP Server
Claim
Enables LLMs to interact with OpenEHR electronic health record systems by retri…
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| 55698 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
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| 55699 |
Siemens TIA Portal MCP server — AI-assisted PLC programming. 16 tools, 166 acti…
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| 55700 |
Warden
Claim
Register every AI agent, log every action, prove it. EU AI Act compliance built…
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